Logging to experiments/gym_fwalker2d/nov7/Ww350e3_seed2431
Print configuration .....
{'env_name': 'gym_fwalker2d', 'random_seeds': [3214, 2431, 2531, 2231], 'save_variables': False, 'model_save_dir': '/tmp/gym_fwalker2d_models/', 'restore_variables': False, 'start_onpol_iter': 0, 'onpol_iters': 33, 'num_path_random': 6, 'num_path_onpol': 6, 'env_horizon': 1000, 'max_train_data': 200000, 'max_val_data': 100000, 'discard_ratio': 0.0, 'dynamics': {'pre_training': {'mode': 'intrinsic_reward', 'itr': 0, 'policy_itr': 20}, 'model': 'nn', 'ensemble': True, 'ensemble_model_count': 2, 'enable_particle_ensemble': True, 'particles': 2, 'obs_var': 1.0, 'intrinsic_reward_coeff': 1.0, 'ita': 1.0, 'mode': 'random', 'val': True, 'n_layers': 4, 'hidden_size': 1000, 'activation': 'relu', 'batch_size': 1000, 'learning_rate': 0.001, 'reg_coeff': 0.0, 'epochs': 200, 'kfac_params': {'learning_rate': 0.1, 'damping': 0.001, 'momentum': 0.9, 'kl_clip': 0.0001, 'cov_ema_decay': 0.99}}, 'policy': {'network_shape': [64, 64], 'init_logstd': 0.0, 'activation': 'tanh', 'reinitialize_every_itr': False}, 'trpo': {'horizon': 1000, 'gamma': 0.99, 'step_size': 0.01, 'iterations': 20, 'batch_size': 50000, 'gae': 0.95, 'visualization': False, 'visualize_iterations': [0]}, 'algo': 'trpo'}
Generating random rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 1 | total_timesteps 17.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 2 | total_timesteps 36.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 3 | total_timesteps 51.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 4 | total_timesteps 82.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 5 | total_timesteps 100.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 6 | total_timesteps 147.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 7 | total_timesteps 158.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 8 | total_timesteps 183.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 9 | total_timesteps 200.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 10 | total_timesteps 213.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 11 | total_timesteps 231.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 12 | total_timesteps 248.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 13 | total_timesteps 257.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 14 | total_timesteps 269.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 15 | total_timesteps 278.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 16 | total_timesteps 295.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 17 | total_timesteps 317.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 18 | total_timesteps 332.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 19 | total_timesteps 339.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 20 | total_timesteps 358.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 21 | total_timesteps 374.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 22 | total_timesteps 390.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 23 | total_timesteps 423.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 24 | total_timesteps 434.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 25 | total_timesteps 478.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 26 | total_timesteps 512.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 27 | total_timesteps 526.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 28 | total_timesteps 550.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 29 | total_timesteps 562.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 30 | total_timesteps 587.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 31 | total_timesteps 600.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 32 | total_timesteps 612.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 33 | total_timesteps 655.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 34 | total_timesteps 675.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 35 | total_timesteps 711.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 36 | total_timesteps 730.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 37 | total_timesteps 760.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 38 | total_timesteps 786.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 39 | total_timesteps 809.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 40 | total_timesteps 825.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 41 | total_timesteps 837.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 42 | total_timesteps 846.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 43 | total_timesteps 871.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 44 | total_timesteps 897.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 45 | total_timesteps 918.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 46 | total_timesteps 936.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 47 | total_timesteps 958.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 48 | total_timesteps 977.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 49 | total_timesteps 997.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 50 | total_timesteps 1011.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 51 | total_timesteps 1025.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 52 | total_timesteps 1053.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 53 | total_timesteps 1067.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 54 | total_timesteps 1084.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 55 | total_timesteps 1100.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 56 | total_timesteps 1118.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 57 | total_timesteps 1136.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 58 | total_timesteps 1165.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 59 | total_timesteps 1173.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 60 | total_timesteps 1194.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 61 | total_timesteps 1203.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 62 | total_timesteps 1217.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 63 | total_timesteps 1234.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 64 | total_timesteps 1255.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 65 | total_timesteps 1278.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 66 | total_timesteps 1295.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 67 | total_timesteps 1307.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 68 | total_timesteps 1329.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 69 | total_timesteps 1346.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 70 | total_timesteps 1359.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 71 | total_timesteps 1372.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 72 | total_timesteps 1384.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 73 | total_timesteps 1405.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 74 | total_timesteps 1436.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 75 | total_timesteps 1452.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 76 | total_timesteps 1462.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 77 | total_timesteps 1487.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 78 | total_timesteps 1497.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 79 | total_timesteps 1509.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 80 | total_timesteps 1562.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 81 | total_timesteps 1576.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 82 | total_timesteps 1588.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 83 | total_timesteps 1597.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 84 | total_timesteps 1622.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 85 | total_timesteps 1637.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 86 | total_timesteps 1669.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 87 | total_timesteps 1681.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 88 | total_timesteps 1711.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 89 | total_timesteps 1731.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 90 | total_timesteps 1743.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 91 | total_timesteps 1760.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 92 | total_timesteps 1770.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 93 | total_timesteps 1801.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 94 | total_timesteps 1823.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 95 | total_timesteps 1835.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 96 | total_timesteps 1853.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 97 | total_timesteps 1873.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 98 | total_timesteps 1883.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 99 | total_timesteps 1913.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 100 | total_timesteps 1930.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 101 | total_timesteps 1975.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 102 | total_timesteps 2000.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 103 | total_timesteps 2034.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 104 | total_timesteps 2050.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 105 | total_timesteps 2062.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 106 | total_timesteps 2084.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 107 | total_timesteps 2103.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 108 | total_timesteps 2120.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 109 | total_timesteps 2153.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 110 | total_timesteps 2165.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 111 | total_timesteps 2176.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 112 | total_timesteps 2192.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 113 | total_timesteps 2205.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 114 | total_timesteps 2225.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 115 | total_timesteps 2253.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 116 | total_timesteps 2288.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 117 | total_timesteps 2312.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 118 | total_timesteps 2327.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 119 | total_timesteps 2348.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 120 | total_timesteps 2365.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 121 | total_timesteps 2388.
number of affinization with epsilon = 3 is 0
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Path 122 | total_timesteps 2424.
number of affinization with epsilon = 3 is 0
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Path 123 | total_timesteps 2438.
number of affinization with epsilon = 3 is 0
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Path 124 | total_timesteps 2452.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 125 | total_timesteps 2473.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 126 | total_timesteps 2532.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 127 | total_timesteps 2563.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 128 | total_timesteps 2588.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 129 | total_timesteps 2602.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 130 | total_timesteps 2614.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 131 | total_timesteps 2627.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 132 | total_timesteps 2648.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 133 | total_timesteps 2661.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 134 | total_timesteps 2675.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 135 | total_timesteps 2691.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 136 | total_timesteps 2707.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 137 | total_timesteps 2720.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 138 | total_timesteps 2740.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 139 | total_timesteps 2764.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 140 | total_timesteps 2777.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 141 | total_timesteps 2793.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 142 | total_timesteps 2809.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 143 | total_timesteps 2834.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 144 | total_timesteps 2863.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 145 | total_timesteps 2888.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 146 | total_timesteps 2907.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 147 | total_timesteps 2940.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 148 | total_timesteps 2954.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 149 | total_timesteps 2970.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 150 | total_timesteps 2987.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 151 | total_timesteps 3000.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 152 | total_timesteps 3011.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 153 | total_timesteps 3024.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 154 | total_timesteps 3043.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 155 | total_timesteps 3076.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 156 | total_timesteps 3109.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 157 | total_timesteps 3123.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 158 | total_timesteps 3141.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 159 | total_timesteps 3151.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 160 | total_timesteps 3168.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 161 | total_timesteps 3201.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 162 | total_timesteps 3219.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 163 | total_timesteps 3237.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 164 | total_timesteps 3251.
number of affinization with epsilon = 3 is 0
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Path 165 | total_timesteps 3269.
number of affinization with epsilon = 3 is 0
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Path 166 | total_timesteps 3291.
number of affinization with epsilon = 3 is 0
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Path 167 | total_timesteps 3319.
number of affinization with epsilon = 3 is 0
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Path 168 | total_timesteps 3341.
number of affinization with epsilon = 3 is 0
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Path 169 | total_timesteps 3375.
number of affinization with epsilon = 3 is 0
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Path 170 | total_timesteps 3402.
number of affinization with epsilon = 3 is 0
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Path 171 | total_timesteps 3422.
number of affinization with epsilon = 3 is 0
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Path 172 | total_timesteps 3436.
number of affinization with epsilon = 3 is 0
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Path 173 | total_timesteps 3460.
number of affinization with epsilon = 3 is 0
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Path 174 | total_timesteps 3472.
number of affinization with epsilon = 3 is 0
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Path 175 | total_timesteps 3492.
number of affinization with epsilon = 3 is 0
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Path 176 | total_timesteps 3519.
number of affinization with epsilon = 3 is 0
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Path 177 | total_timesteps 3545.
number of affinization with epsilon = 3 is 0
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Path 178 | total_timesteps 3566.
number of affinization with epsilon = 3 is 0
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Path 179 | total_timesteps 3582.
number of affinization with epsilon = 3 is 0
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Path 180 | total_timesteps 3592.
number of affinization with epsilon = 3 is 0
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Path 181 | total_timesteps 3624.
number of affinization with epsilon = 3 is 0
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Path 182 | total_timesteps 3639.
number of affinization with epsilon = 3 is 0
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Path 183 | total_timesteps 3656.
number of affinization with epsilon = 3 is 0
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Path 184 | total_timesteps 3682.
number of affinization with epsilon = 3 is 0
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Path 185 | total_timesteps 3713.
number of affinization with epsilon = 3 is 0
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Path 186 | total_timesteps 3735.
number of affinization with epsilon = 3 is 0
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Path 187 | total_timesteps 3749.
number of affinization with epsilon = 3 is 0
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Path 188 | total_timesteps 3762.
number of affinization with epsilon = 3 is 0
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Path 189 | total_timesteps 3798.
number of affinization with epsilon = 3 is 0
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Path 190 | total_timesteps 3819.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 191 | total_timesteps 3839.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 192 | total_timesteps 3864.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 193 | total_timesteps 3876.
number of affinization with epsilon = 3 is 0
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Path 194 | total_timesteps 3915.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 195 | total_timesteps 3927.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 196 | total_timesteps 3938.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 197 | total_timesteps 3950.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 198 | total_timesteps 3990.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 199 | total_timesteps 4001.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 200 | total_timesteps 4029.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 201 | total_timesteps 4050.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 202 | total_timesteps 4062.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 203 | total_timesteps 4088.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 204 | total_timesteps 4097.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 205 | total_timesteps 4110.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 206 | total_timesteps 4133.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 207 | total_timesteps 4155.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 208 | total_timesteps 4206.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 209 | total_timesteps 4221.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 210 | total_timesteps 4235.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 211 | total_timesteps 4249.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 212 | total_timesteps 4262.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 213 | total_timesteps 4274.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 214 | total_timesteps 4295.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 215 | total_timesteps 4330.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 216 | total_timesteps 4347.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 217 | total_timesteps 4362.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 218 | total_timesteps 4383.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 219 | total_timesteps 4403.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 220 | total_timesteps 4432.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 221 | total_timesteps 4445.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 222 | total_timesteps 4457.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 223 | total_timesteps 4467.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 224 | total_timesteps 4481.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 225 | total_timesteps 4513.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 226 | total_timesteps 4524.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 227 | total_timesteps 4537.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 228 | total_timesteps 4565.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 229 | total_timesteps 4583.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 230 | total_timesteps 4603.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 231 | total_timesteps 4618.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 232 | total_timesteps 4635.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 233 | total_timesteps 4650.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 234 | total_timesteps 4681.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 235 | total_timesteps 4697.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 236 | total_timesteps 4715.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 237 | total_timesteps 4735.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 238 | total_timesteps 4748.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 239 | total_timesteps 4757.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 240 | total_timesteps 4783.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 241 | total_timesteps 4797.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 242 | total_timesteps 4820.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 243 | total_timesteps 4840.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 244 | total_timesteps 4862.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 245 | total_timesteps 4880.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 246 | total_timesteps 4892.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 247 | total_timesteps 4913.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 248 | total_timesteps 4934.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 249 | total_timesteps 4949.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 250 | total_timesteps 4970.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 251 | total_timesteps 4996.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 252 | total_timesteps 5021.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 253 | total_timesteps 5077.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 254 | total_timesteps 5102.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 255 | total_timesteps 5122.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 256 | total_timesteps 5151.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 257 | total_timesteps 5181.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 258 | total_timesteps 5205.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 259 | total_timesteps 5240.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 260 | total_timesteps 5268.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 261 | total_timesteps 5296.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 262 | total_timesteps 5307.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 263 | total_timesteps 5325.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 264 | total_timesteps 5352.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 265 | total_timesteps 5373.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 266 | total_timesteps 5394.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 267 | total_timesteps 5419.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 268 | total_timesteps 5436.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 269 | total_timesteps 5475.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 270 | total_timesteps 5487.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 271 | total_timesteps 5513.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 272 | total_timesteps 5531.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 273 | total_timesteps 5555.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 274 | total_timesteps 5571.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 275 | total_timesteps 5588.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 276 | total_timesteps 5615.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 277 | total_timesteps 5628.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 278 | total_timesteps 5659.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 279 | total_timesteps 5680.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 280 | total_timesteps 5705.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 281 | total_timesteps 5723.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 282 | total_timesteps 5737.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 283 | total_timesteps 5756.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 284 | total_timesteps 5772.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 285 | total_timesteps 5793.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 286 | total_timesteps 5809.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 287 | total_timesteps 5843.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 288 | total_timesteps 5861.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 289 | total_timesteps 5890.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 290 | total_timesteps 5904.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 291 | total_timesteps 5914.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 292 | total_timesteps 5937.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 293 | total_timesteps 5975.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 294 | total_timesteps 5998.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Done generating random rollouts.
Creating normalization for training data.
Done creating normalization for training data.
Particle ensemble enabled? True
An ensemble of 2 dynamics model <class 'model.dynamics.NNDynamicsModel'> initialized
Train dynamics model with intrinsic reward only? False
Pre-training enabled. Using only intrinsic reward.
Pre-training dynamics model for 0 iterations...
Done pre-training dynamics model.
Using external reward only.
itr #0 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3406919240951538
Validation loss = 0.1428670883178711
Validation loss = 0.09960746765136719
Validation loss = 0.08247648179531097
Validation loss = 0.07411341369152069
Validation loss = 0.06832915544509888
Validation loss = 0.064541757106781
Validation loss = 0.06238216161727905
Validation loss = 0.05570020526647568
Validation loss = 0.053896933794021606
Validation loss = 0.05471201241016388
Validation loss = 0.04889657348394394
Validation loss = 0.04979144036769867
Validation loss = 0.05375555902719498
Validation loss = 0.04671168327331543
Validation loss = 0.045144446194171906
Validation loss = 0.043673597276210785
Validation loss = 0.05739917978644371
Validation loss = 0.04449458420276642
Validation loss = 0.050670236349105835
Validation loss = 0.04418138042092323
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.43234366178512573
Validation loss = 0.12348443269729614
Validation loss = 0.09215117990970612
Validation loss = 0.07862390577793121
Validation loss = 0.07363547384738922
Validation loss = 0.065424844622612
Validation loss = 0.06277290731668472
Validation loss = 0.055758848786354065
Validation loss = 0.055278487503528595
Validation loss = 0.053226009011268616
Validation loss = 0.053941208869218826
Validation loss = 0.05199170857667923
Validation loss = 0.04811882972717285
Validation loss = 0.0454925075173378
Validation loss = 0.052049778401851654
Validation loss = 0.04657924920320511
Validation loss = 0.05172310024499893
Validation loss = 0.04407697916030884
Validation loss = 0.04819520562887192
Validation loss = 0.04435715079307556
Validation loss = 0.041962966322898865
Validation loss = 0.045690085738897324
Validation loss = 0.041487257927656174
Validation loss = 0.047080207616090775
Validation loss = 0.043478138744831085
Validation loss = 0.04346587136387825
Validation loss = 0.04359664395451546
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 40
average number of affinization = 0.13513513513513514
Path 1 | total_timesteps 47.
number of affinization with epsilon = 3 is 18
average number of affinization = 0.19528619528619529
Path 2 | total_timesteps 68.
number of affinization with epsilon = 3 is 15
average number of affinization = 0.24496644295302014
Path 3 | total_timesteps 87.
number of affinization with epsilon = 3 is 23
average number of affinization = 0.3210702341137124
Path 4 | total_timesteps 114.
number of affinization with epsilon = 3 is 21
average number of affinization = 0.39
Path 5 | total_timesteps 137.
number of affinization with epsilon = 3 is 21
average number of affinization = 0.4584717607973422
Path 6 | total_timesteps 167.
number of affinization with epsilon = 3 is 18
average number of affinization = 0.5165562913907285
Path 7 | total_timesteps 190.
number of affinization with epsilon = 3 is 26
average number of affinization = 0.6006600660066007
Path 8 | total_timesteps 220.
number of affinization with epsilon = 3 is 17
average number of affinization = 0.6546052631578947
Path 9 | total_timesteps 242.
number of affinization with epsilon = 3 is 15
average number of affinization = 0.7016393442622951
Path 10 | total_timesteps 260.
number of affinization with epsilon = 3 is 7
average number of affinization = 0.7222222222222222
Path 11 | total_timesteps 270.
number of affinization with epsilon = 3 is 22
average number of affinization = 0.7915309446254072
Path 12 | total_timesteps 295.
number of affinization with epsilon = 3 is 18
average number of affinization = 0.8474025974025974
Path 13 | total_timesteps 315.
number of affinization with epsilon = 3 is 19
average number of affinization = 0.9061488673139159
Path 14 | total_timesteps 337.
number of affinization with epsilon = 3 is 12
average number of affinization = 0.9419354838709677
Path 15 | total_timesteps 353.
number of affinization with epsilon = 3 is 15
average number of affinization = 0.9871382636655949
Path 16 | total_timesteps 373.
number of affinization with epsilon = 3 is 26
average number of affinization = 1.0673076923076923
Path 17 | total_timesteps 403.
number of affinization with epsilon = 3 is 12
average number of affinization = 1.1022364217252396
Path 18 | total_timesteps 418.
number of affinization with epsilon = 3 is 13
average number of affinization = 1.1401273885350318
Path 19 | total_timesteps 435.
number of affinization with epsilon = 3 is 16
average number of affinization = 1.1873015873015873
Path 20 | total_timesteps 455.
number of affinization with epsilon = 3 is 11
average number of affinization = 1.2183544303797469
Path 21 | total_timesteps 469.
number of affinization with epsilon = 3 is 20
average number of affinization = 1.277602523659306
Path 22 | total_timesteps 494.
number of affinization with epsilon = 3 is 11
average number of affinization = 1.3081761006289307
Path 23 | total_timesteps 508.
number of affinization with epsilon = 3 is 8
average number of affinization = 1.329153605015674
Path 24 | total_timesteps 522.
number of affinization with epsilon = 3 is 8
average number of affinization = 1.35
Path 25 | total_timesteps 532.
number of affinization with epsilon = 3 is 12
average number of affinization = 1.3831775700934579
Path 26 | total_timesteps 547.
number of affinization with epsilon = 3 is 34
average number of affinization = 1.484472049689441
Path 27 | total_timesteps 586.
number of affinization with epsilon = 3 is 9
average number of affinization = 1.5077399380804954
Path 28 | total_timesteps 600.
number of affinization with epsilon = 3 is 18
average number of affinization = 1.558641975308642
Path 29 | total_timesteps 626.
number of affinization with epsilon = 3 is 29
average number of affinization = 1.643076923076923
Path 30 | total_timesteps 660.
number of affinization with epsilon = 3 is 24
average number of affinization = 1.7116564417177915
Path 31 | total_timesteps 687.
number of affinization with epsilon = 3 is 11
average number of affinization = 1.7400611620795108
Path 32 | total_timesteps 701.
number of affinization with epsilon = 3 is 8
average number of affinization = 1.7591463414634145
Path 33 | total_timesteps 710.
number of affinization with epsilon = 3 is 10
average number of affinization = 1.78419452887538
Path 34 | total_timesteps 722.
number of affinization with epsilon = 3 is 28
average number of affinization = 1.8636363636363635
Path 35 | total_timesteps 760.
number of affinization with epsilon = 3 is 8
average number of affinization = 1.8821752265861027
Path 36 | total_timesteps 774.
number of affinization with epsilon = 3 is 20
average number of affinization = 1.9367469879518073
Path 37 | total_timesteps 798.
number of affinization with epsilon = 3 is 25
average number of affinization = 2.006006006006006
Path 38 | total_timesteps 828.
number of affinization with epsilon = 3 is 28
average number of affinization = 2.0838323353293413
Path 39 | total_timesteps 858.
number of affinization with epsilon = 3 is 15
average number of affinization = 2.1223880597014926
Path 40 | total_timesteps 878.
number of affinization with epsilon = 3 is 8
average number of affinization = 2.1398809523809526
Path 41 | total_timesteps 888.
number of affinization with epsilon = 3 is 24
average number of affinization = 2.2047477744807122
Path 42 | total_timesteps 914.
number of affinization with epsilon = 3 is 23
average number of affinization = 2.2662721893491122
Path 43 | total_timesteps 942.
number of affinization with epsilon = 3 is 32
average number of affinization = 2.353982300884956
Path 44 | total_timesteps 983.
number of affinization with epsilon = 3 is 13
average number of affinization = 2.385294117647059
Path 45 | total_timesteps 999.
number of affinization with epsilon = 3 is 24
average number of affinization = 2.4486803519061584
Path 46 | total_timesteps 1029.
number of affinization with epsilon = 3 is 9
average number of affinization = 2.4678362573099415
Path 47 | total_timesteps 1040.
number of affinization with epsilon = 3 is 28
average number of affinization = 2.542274052478134
Path 48 | total_timesteps 1073.
number of affinization with epsilon = 3 is 14
average number of affinization = 2.5755813953488373
Path 49 | total_timesteps 1089.
number of affinization with epsilon = 3 is 13
average number of affinization = 2.6057971014492756
Path 50 | total_timesteps 1106.
number of affinization with epsilon = 3 is 19
average number of affinization = 2.653179190751445
Path 51 | total_timesteps 1129.
number of affinization with epsilon = 3 is 21
average number of affinization = 2.7060518731988474
Path 52 | total_timesteps 1158.
number of affinization with epsilon = 3 is 16
average number of affinization = 2.7442528735632186
Path 53 | total_timesteps 1177.
number of affinization with epsilon = 3 is 14
average number of affinization = 2.7765042979942693
Path 54 | total_timesteps 1195.
number of affinization with epsilon = 3 is 7
average number of affinization = 2.7885714285714287
Path 55 | total_timesteps 1205.
number of affinization with epsilon = 3 is 13
average number of affinization = 2.8176638176638176
Path 56 | total_timesteps 1219.
number of affinization with epsilon = 3 is 19
average number of affinization = 2.8636363636363638
Path 57 | total_timesteps 1244.
number of affinization with epsilon = 3 is 9
average number of affinization = 2.8810198300283285
Path 58 | total_timesteps 1257.
number of affinization with epsilon = 3 is 19
average number of affinization = 2.926553672316384
Path 59 | total_timesteps 1282.
number of affinization with epsilon = 3 is 25
average number of affinization = 2.988732394366197
Path 60 | total_timesteps 1312.
number of affinization with epsilon = 3 is 5
average number of affinization = 2.99438202247191
Path 61 | total_timesteps 1322.
number of affinization with epsilon = 3 is 19
average number of affinization = 3.0392156862745097
Path 62 | total_timesteps 1346.
number of affinization with epsilon = 3 is 15
average number of affinization = 3.0726256983240225
Path 63 | total_timesteps 1364.
number of affinization with epsilon = 3 is 14
average number of affinization = 3.103064066852368
Path 64 | total_timesteps 1387.
number of affinization with epsilon = 3 is 21
average number of affinization = 3.1527777777777777
Path 65 | total_timesteps 1409.
number of affinization with epsilon = 3 is 8
average number of affinization = 3.1662049861495847
Path 66 | total_timesteps 1419.
number of affinization with epsilon = 3 is 7
average number of affinization = 3.1767955801104972
Path 67 | total_timesteps 1430.
number of affinization with epsilon = 3 is 15
average number of affinization = 3.209366391184573
Path 68 | total_timesteps 1450.
number of affinization with epsilon = 3 is 14
average number of affinization = 3.239010989010989
Path 69 | total_timesteps 1467.
number of affinization with epsilon = 3 is 25
average number of affinization = 3.2986301369863016
Path 70 | total_timesteps 1501.
number of affinization with epsilon = 3 is 14
average number of affinization = 3.3278688524590163
Path 71 | total_timesteps 1518.
number of affinization with epsilon = 3 is 29
average number of affinization = 3.3978201634877383
Path 72 | total_timesteps 1551.
number of affinization with epsilon = 3 is 19
average number of affinization = 3.4402173913043477
Path 73 | total_timesteps 1573.
number of affinization with epsilon = 3 is 21
average number of affinization = 3.4878048780487805
Path 74 | total_timesteps 1600.
number of affinization with epsilon = 3 is 11
average number of affinization = 3.5081081081081082
Path 75 | total_timesteps 1612.
number of affinization with epsilon = 3 is 5
average number of affinization = 3.512129380053908
Path 76 | total_timesteps 1621.
number of affinization with epsilon = 3 is 21
average number of affinization = 3.5591397849462365
Path 77 | total_timesteps 1645.
number of affinization with epsilon = 3 is 21
average number of affinization = 3.6058981233243967
Path 78 | total_timesteps 1667.
number of affinization with epsilon = 3 is 8
average number of affinization = 3.6176470588235294
Path 79 | total_timesteps 1677.
number of affinization with epsilon = 3 is 14
average number of affinization = 3.6453333333333333
Path 80 | total_timesteps 1695.
number of affinization with epsilon = 3 is 27
average number of affinization = 3.7074468085106385
Path 81 | total_timesteps 1726.
number of affinization with epsilon = 3 is 20
average number of affinization = 3.750663129973475
Path 82 | total_timesteps 1751.
number of affinization with epsilon = 3 is 14
average number of affinization = 3.7777777777777777
Path 83 | total_timesteps 1768.
number of affinization with epsilon = 3 is 11
average number of affinization = 3.796833773087071
Path 84 | total_timesteps 1780.
number of affinization with epsilon = 3 is 11
average number of affinization = 3.8157894736842106
Path 85 | total_timesteps 1795.
number of affinization with epsilon = 3 is 26
average number of affinization = 3.874015748031496
Path 86 | total_timesteps 1824.
number of affinization with epsilon = 3 is 17
average number of affinization = 3.9083769633507854
Path 87 | total_timesteps 1843.
number of affinization with epsilon = 3 is 22
average number of affinization = 3.955613577023499
Path 88 | total_timesteps 1871.
number of affinization with epsilon = 3 is 17
average number of affinization = 3.9895833333333335
Path 89 | total_timesteps 1892.
number of affinization with epsilon = 3 is 19
average number of affinization = 4.0285714285714285
Path 90 | total_timesteps 1921.
number of affinization with epsilon = 3 is 15
average number of affinization = 4.05699481865285
Path 91 | total_timesteps 1941.
number of affinization with epsilon = 3 is 23
average number of affinization = 4.10594315245478
Path 92 | total_timesteps 1970.
number of affinization with epsilon = 3 is 17
average number of affinization = 4.139175257731959
Path 93 | total_timesteps 1994.
number of affinization with epsilon = 3 is 35
average number of affinization = 4.218508997429306
Path 94 | total_timesteps 2033.
number of affinization with epsilon = 3 is 8
average number of affinization = 4.228205128205128
Path 95 | total_timesteps 2042.
number of affinization with epsilon = 3 is 17
average number of affinization = 4.260869565217392
Path 96 | total_timesteps 2063.
number of affinization with epsilon = 3 is 17
average number of affinization = 4.293367346938775
Path 97 | total_timesteps 2082.
number of affinization with epsilon = 3 is 20
average number of affinization = 4.333333333333333
Path 98 | total_timesteps 2107.
number of affinization with epsilon = 3 is 13
average number of affinization = 4.355329949238579
Path 99 | total_timesteps 2124.
number of affinization with epsilon = 3 is 54
average number of affinization = 4.481012658227848
Path 100 | total_timesteps 2193.
number of affinization with epsilon = 3 is 21
average number of affinization = 4.5227272727272725
Path 101 | total_timesteps 2217.
number of affinization with epsilon = 3 is 19
average number of affinization = 4.55919395465995
Path 102 | total_timesteps 2240.
number of affinization with epsilon = 3 is 12
average number of affinization = 4.577889447236181
Path 103 | total_timesteps 2255.
number of affinization with epsilon = 3 is 21
average number of affinization = 4.619047619047619
Path 104 | total_timesteps 2281.
number of affinization with epsilon = 3 is 35
average number of affinization = 4.695
Path 105 | total_timesteps 2325.
number of affinization with epsilon = 3 is 17
average number of affinization = 4.72568578553616
Path 106 | total_timesteps 2345.
number of affinization with epsilon = 3 is 19
average number of affinization = 4.7611940298507465
Path 107 | total_timesteps 2368.
number of affinization with epsilon = 3 is 12
average number of affinization = 4.779156327543424
Path 108 | total_timesteps 2381.
number of affinization with epsilon = 3 is 13
average number of affinization = 4.7995049504950495
Path 109 | total_timesteps 2397.
number of affinization with epsilon = 3 is 17
average number of affinization = 4.82962962962963
Path 110 | total_timesteps 2415.
number of affinization with epsilon = 3 is 23
average number of affinization = 4.874384236453202
Path 111 | total_timesteps 2449.
number of affinization with epsilon = 3 is 8
average number of affinization = 4.882063882063882
Path 112 | total_timesteps 2458.
number of affinization with epsilon = 3 is 47
average number of affinization = 4.985294117647059
Path 113 | total_timesteps 2512.
number of affinization with epsilon = 3 is 31
average number of affinization = 5.048899755501222
Path 114 | total_timesteps 2555.
number of affinization with epsilon = 3 is 4
average number of affinization = 5.046341463414634
Path 115 | total_timesteps 2562.
number of affinization with epsilon = 3 is 14
average number of affinization = 5.068126520681266
Path 116 | total_timesteps 2577.
number of affinization with epsilon = 3 is 11
average number of affinization = 5.08252427184466
Path 117 | total_timesteps 2592.
number of affinization with epsilon = 3 is 21
average number of affinization = 5.121065375302663
Path 118 | total_timesteps 2616.
number of affinization with epsilon = 3 is 10
average number of affinization = 5.132850241545894
Path 119 | total_timesteps 2628.
number of affinization with epsilon = 3 is 25
average number of affinization = 5.180722891566265
Path 120 | total_timesteps 2656.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.197115384615385
Path 121 | total_timesteps 2671.
number of affinization with epsilon = 3 is 17
average number of affinization = 5.2254196642685855
Path 122 | total_timesteps 2695.
number of affinization with epsilon = 3 is 25
average number of affinization = 5.2727272727272725
Path 123 | total_timesteps 2727.
number of affinization with epsilon = 3 is 15
average number of affinization = 5.2959427207637235
Path 124 | total_timesteps 2743.
number of affinization with epsilon = 3 is 17
average number of affinization = 5.3238095238095235
Path 125 | total_timesteps 2765.
number of affinization with epsilon = 3 is 16
average number of affinization = 5.34916864608076
Path 126 | total_timesteps 2783.
number of affinization with epsilon = 3 is 9
average number of affinization = 5.35781990521327
Path 127 | total_timesteps 2795.
number of affinization with epsilon = 3 is 16
average number of affinization = 5.382978723404255
Path 128 | total_timesteps 2815.
number of affinization with epsilon = 3 is 13
average number of affinization = 5.400943396226415
Path 129 | total_timesteps 2829.
number of affinization with epsilon = 3 is 16
average number of affinization = 5.425882352941176
Path 130 | total_timesteps 2850.
number of affinization with epsilon = 3 is 18
average number of affinization = 5.455399061032864
Path 131 | total_timesteps 2870.
number of affinization with epsilon = 3 is 5
average number of affinization = 5.4543325526932085
Path 132 | total_timesteps 2879.
number of affinization with epsilon = 3 is 27
average number of affinization = 5.5046728971962615
Path 133 | total_timesteps 2912.
number of affinization with epsilon = 3 is 23
average number of affinization = 5.545454545454546
Path 134 | total_timesteps 2938.
number of affinization with epsilon = 3 is 13
average number of affinization = 5.562790697674418
Path 135 | total_timesteps 2956.
number of affinization with epsilon = 3 is 24
average number of affinization = 5.6055684454756385
Path 136 | total_timesteps 2982.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.62037037037037
Path 137 | total_timesteps 3001.
number of affinization with epsilon = 3 is 23
average number of affinization = 5.660508083140877
Path 138 | total_timesteps 3028.
number of affinization with epsilon = 3 is 13
average number of affinization = 5.67741935483871
Path 139 | total_timesteps 3044.
number of affinization with epsilon = 3 is 10
average number of affinization = 5.68735632183908
Path 140 | total_timesteps 3056.
number of affinization with epsilon = 3 is 32
average number of affinization = 5.747706422018348
Path 141 | total_timesteps 3094.
number of affinization with epsilon = 3 is 31
average number of affinization = 5.805491990846682
Path 142 | total_timesteps 3131.
number of affinization with epsilon = 3 is 27
average number of affinization = 5.853881278538813
Path 143 | total_timesteps 3164.
number of affinization with epsilon = 3 is 22
average number of affinization = 5.890660592255125
Path 144 | total_timesteps 3188.
number of affinization with epsilon = 3 is 14
average number of affinization = 5.909090909090909
Path 145 | total_timesteps 3207.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.9229024943310655
Path 146 | total_timesteps 3225.
number of affinization with epsilon = 3 is 5
average number of affinization = 5.920814479638009
Path 147 | total_timesteps 3234.
number of affinization with epsilon = 3 is 10
average number of affinization = 5.9300225733634315
Path 148 | total_timesteps 3248.
number of affinization with epsilon = 3 is 19
average number of affinization = 5.95945945945946
Path 149 | total_timesteps 3269.
number of affinization with epsilon = 3 is 10
average number of affinization = 5.968539325842697
Path 150 | total_timesteps 3281.
number of affinization with epsilon = 3 is 16
average number of affinization = 5.99103139013453
Path 151 | total_timesteps 3303.
number of affinization with epsilon = 3 is 15
average number of affinization = 6.011185682326622
Path 152 | total_timesteps 3323.
number of affinization with epsilon = 3 is 14
average number of affinization = 6.029017857142857
Path 153 | total_timesteps 3340.
number of affinization with epsilon = 3 is 11
average number of affinization = 6.040089086859688
Path 154 | total_timesteps 3358.
number of affinization with epsilon = 3 is 30
average number of affinization = 6.093333333333334
Path 155 | total_timesteps 3395.
number of affinization with epsilon = 3 is 15
average number of affinization = 6.113082039911308
Path 156 | total_timesteps 3415.
number of affinization with epsilon = 3 is 33
average number of affinization = 6.172566371681416
Path 157 | total_timesteps 3460.
number of affinization with epsilon = 3 is 21
average number of affinization = 6.2052980132450335
Path 158 | total_timesteps 3486.
number of affinization with epsilon = 3 is 13
average number of affinization = 6.220264317180617
Path 159 | total_timesteps 3505.
number of affinization with epsilon = 3 is 24
average number of affinization = 6.259340659340659
Path 160 | total_timesteps 3537.
number of affinization with epsilon = 3 is 20
average number of affinization = 6.2894736842105265
Path 161 | total_timesteps 3563.
number of affinization with epsilon = 3 is 30
average number of affinization = 6.341356673960613
Path 162 | total_timesteps 3595.
number of affinization with epsilon = 3 is 18
average number of affinization = 6.366812227074236
Path 163 | total_timesteps 3618.
number of affinization with epsilon = 3 is 16
average number of affinization = 6.387799564270153
Path 164 | total_timesteps 3636.
number of affinization with epsilon = 3 is 22
average number of affinization = 6.421739130434783
Path 165 | total_timesteps 3666.
number of affinization with epsilon = 3 is 11
average number of affinization = 6.431670281995662
Path 166 | total_timesteps 3683.
number of affinization with epsilon = 3 is 23
average number of affinization = 6.467532467532467
Path 167 | total_timesteps 3709.
number of affinization with epsilon = 3 is 15
average number of affinization = 6.485961123110151
Path 168 | total_timesteps 3727.
number of affinization with epsilon = 3 is 8
average number of affinization = 6.489224137931035
Path 169 | total_timesteps 3737.
number of affinization with epsilon = 3 is 26
average number of affinization = 6.531182795698925
Path 170 | total_timesteps 3771.
number of affinization with epsilon = 3 is 13
average number of affinization = 6.545064377682404
Path 171 | total_timesteps 3788.
number of affinization with epsilon = 3 is 43
average number of affinization = 6.623126338329764
Path 172 | total_timesteps 3839.
number of affinization with epsilon = 3 is 17
average number of affinization = 6.645299145299146
Path 173 | total_timesteps 3859.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.652452025586354
Path 174 | total_timesteps 3871.
number of affinization with epsilon = 3 is 23
average number of affinization = 6.687234042553191
Path 175 | total_timesteps 3900.
number of affinization with epsilon = 3 is 12
average number of affinization = 6.698513800424628
Path 176 | total_timesteps 3913.
number of affinization with epsilon = 3 is 11
average number of affinization = 6.7076271186440675
Path 177 | total_timesteps 3929.
number of affinization with epsilon = 3 is 6
average number of affinization = 6.706131078224101
Path 178 | total_timesteps 3944.
number of affinization with epsilon = 3 is 7
average number of affinization = 6.706751054852321
Path 179 | total_timesteps 3955.
number of affinization with epsilon = 3 is 17
average number of affinization = 6.728421052631579
Path 180 | total_timesteps 3976.
number of affinization with epsilon = 3 is 27
average number of affinization = 6.7710084033613445
Path 181 | total_timesteps 4008.
number of affinization with epsilon = 3 is 15
average number of affinization = 6.788259958071279
Path 182 | total_timesteps 4025.
number of affinization with epsilon = 3 is 20
average number of affinization = 6.815899581589958
Path 183 | total_timesteps 4051.
number of affinization with epsilon = 3 is 15
average number of affinization = 6.832985386221294
Path 184 | total_timesteps 4071.
number of affinization with epsilon = 3 is 7
average number of affinization = 6.833333333333333
Path 185 | total_timesteps 4079.
number of affinization with epsilon = 3 is 7
average number of affinization = 6.833679833679834
Path 186 | total_timesteps 4092.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.840248962655601
Path 187 | total_timesteps 4103.
number of affinization with epsilon = 3 is 18
average number of affinization = 6.863354037267081
Path 188 | total_timesteps 4123.
number of affinization with epsilon = 3 is 38
average number of affinization = 6.927685950413223
Path 189 | total_timesteps 4176.
number of affinization with epsilon = 3 is 13
average number of affinization = 6.9402061855670105
Path 190 | total_timesteps 4197.
number of affinization with epsilon = 3 is 36
average number of affinization = 7.0
Path 191 | total_timesteps 4238.
number of affinization with epsilon = 3 is 6
average number of affinization = 6.997946611909651
Path 192 | total_timesteps 4245.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.008196721311475
Path 193 | total_timesteps 4260.
number of affinization with epsilon = 3 is 18
average number of affinization = 7.030674846625767
Path 194 | total_timesteps 4281.
number of affinization with epsilon = 3 is 23
average number of affinization = 7.063265306122449
Path 195 | total_timesteps 4306.
number of affinization with epsilon = 3 is 17
average number of affinization = 7.083503054989817
Path 196 | total_timesteps 4334.
number of affinization with epsilon = 3 is 27
average number of affinization = 7.123983739837398
Path 197 | total_timesteps 4371.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.141987829614605
Path 198 | total_timesteps 4391.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.159919028340081
Path 199 | total_timesteps 4412.
number of affinization with epsilon = 3 is 19
average number of affinization = 7.183838383838384
Path 200 | total_timesteps 4434.
number of affinization with epsilon = 3 is 14
average number of affinization = 7.19758064516129
Path 201 | total_timesteps 4451.
number of affinization with epsilon = 3 is 15
average number of affinization = 7.21327967806841
Path 202 | total_timesteps 4469.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.220883534136546
Path 203 | total_timesteps 4484.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.2304609218436875
Path 204 | total_timesteps 4501.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.232
Path 205 | total_timesteps 4513.
number of affinization with epsilon = 3 is 18
average number of affinization = 7.253493013972056
Path 206 | total_timesteps 4537.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.258964143426295
Path 207 | total_timesteps 4551.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.276341948310139
Path 208 | total_timesteps 4570.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.279761904761905
Path 209 | total_timesteps 4582.
number of affinization with epsilon = 3 is 13
average number of affinization = 7.291089108910891
Path 210 | total_timesteps 4600.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.308300395256917
Path 211 | total_timesteps 4619.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.313609467455621
Path 212 | total_timesteps 4630.
number of affinization with epsilon = 3 is 15
average number of affinization = 7.328740157480315
Path 213 | total_timesteps 4647.
number of affinization with epsilon = 3 is 15
average number of affinization = 7.343811394891945
Path 214 | total_timesteps 4664.
number of affinization with epsilon = 3 is 23
average number of affinization = 7.374509803921568
Path 215 | total_timesteps 4689.
number of affinization with epsilon = 3 is 13
average number of affinization = 7.385518590998043
Path 216 | total_timesteps 4706.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.39453125
Path 217 | total_timesteps 4720.
number of affinization with epsilon = 3 is 30
average number of affinization = 7.43859649122807
Path 218 | total_timesteps 4757.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.439688715953308
Path 219 | total_timesteps 4767.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.446601941747573
Path 220 | total_timesteps 4779.
number of affinization with epsilon = 3 is 14
average number of affinization = 7.459302325581396
Path 221 | total_timesteps 4797.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.46615087040619
Path 222 | total_timesteps 4812.
number of affinization with epsilon = 3 is 14
average number of affinization = 7.478764478764479
Path 223 | total_timesteps 4830.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.495183044315993
Path 224 | total_timesteps 4847.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.503846153846154
Path 225 | total_timesteps 4862.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.5105566218809985
Path 226 | total_timesteps 4874.
number of affinization with epsilon = 3 is 18
average number of affinization = 7.530651340996169
Path 227 | total_timesteps 4895.
number of affinization with epsilon = 3 is 33
average number of affinization = 7.579349904397706
Path 228 | total_timesteps 4937.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.58587786259542
Path 229 | total_timesteps 4952.
number of affinization with epsilon = 3 is 18
average number of affinization = 7.605714285714286
Path 230 | total_timesteps 4975.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.612167300380228
Path 231 | total_timesteps 4988.
number of affinization with epsilon = 3 is 17
average number of affinization = 7.629981024667932
Path 232 | total_timesteps 5012.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.634469696969697
Path 233 | total_timesteps 5025.
number of affinization with epsilon = 3 is 31
average number of affinization = 7.678638941398866
Path 234 | total_timesteps 5065.
number of affinization with epsilon = 3 is 7
average number of affinization = 7.6773584905660375
Path 235 | total_timesteps 5074.
number of affinization with epsilon = 3 is 13
average number of affinization = 7.687382297551789
Path 236 | total_timesteps 5089.
number of affinization with epsilon = 3 is 17
average number of affinization = 7.704887218045113
Path 237 | total_timesteps 5109.
number of affinization with epsilon = 3 is 23
average number of affinization = 7.733583489681051
Path 238 | total_timesteps 5138.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.741573033707865
Path 239 | total_timesteps 5152.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.747663551401869
Path 240 | total_timesteps 5166.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.75
Path 241 | total_timesteps 5177.
number of affinization with epsilon = 3 is 20
average number of affinization = 7.772811918063315
Path 242 | total_timesteps 5200.
number of affinization with epsilon = 3 is 22
average number of affinization = 7.799256505576208
Path 243 | total_timesteps 5226.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.807050092764379
Path 244 | total_timesteps 5239.
number of affinization with epsilon = 3 is 20
average number of affinization = 7.82962962962963
Path 245 | total_timesteps 5263.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.844731977818854
Path 246 | total_timesteps 5281.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.8487084870848705
Path 247 | total_timesteps 5293.
number of affinization with epsilon = 3 is 15
average number of affinization = 7.861878453038674
Path 248 | total_timesteps 5314.
number of affinization with epsilon = 3 is 21
average number of affinization = 7.886029411764706
Path 249 | total_timesteps 5339.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.891743119266055
Path 250 | total_timesteps 5354.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.8992673992674
Path 251 | total_timesteps 5371.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.904936014625228
Path 252 | total_timesteps 5390.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.912408759124087
Path 253 | total_timesteps 5406.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.916211293260473
Path 254 | total_timesteps 5419.
number of affinization with epsilon = 3 is 28
average number of affinization = 7.952727272727273
Path 255 | total_timesteps 5452.
number of affinization with epsilon = 3 is 6
average number of affinization = 7.9491833030853
Path 256 | total_timesteps 5462.
number of affinization with epsilon = 3 is 20
average number of affinization = 7.971014492753623
Path 257 | total_timesteps 5486.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.971066907775769
Path 258 | total_timesteps 5499.
number of affinization with epsilon = 3 is 27
average number of affinization = 8.005415162454874
Path 259 | total_timesteps 5532.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.005405405405405
Path 260 | total_timesteps 5543.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.02158273381295
Path 261 | total_timesteps 5564.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.019748653500898
Path 262 | total_timesteps 5572.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.03763440860215
Path 263 | total_timesteps 5596.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.044722719141324
Path 264 | total_timesteps 5611.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.067857142857143
Path 265 | total_timesteps 5637.
number of affinization with epsilon = 3 is 40
average number of affinization = 8.124777183600713
Path 266 | total_timesteps 5681.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.129893238434164
Path 267 | total_timesteps 5695.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.145648312611012
Path 268 | total_timesteps 5716.
number of affinization with epsilon = 3 is 36
average number of affinization = 8.195035460992909
Path 269 | total_timesteps 5759.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.223008849557521
Path 270 | total_timesteps 5794.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.250883392226148
Path 271 | total_timesteps 5822.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.264550264550264
Path 272 | total_timesteps 5841.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.267605633802816
Path 273 | total_timesteps 5854.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.275922671353252
Path 274 | total_timesteps 5871.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.275438596491227
Path 275 | total_timesteps 5880.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.292469352014011
Path 276 | total_timesteps 5906.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.311188811188812
Path 277 | total_timesteps 5930.
number of affinization with epsilon = 3 is 25
average number of affinization = 8.340314136125654
Path 278 | total_timesteps 5957.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.358885017421603
Path 279 | total_timesteps 5979.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.375652173913043
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.13    |
| Iteration     | 0        |
| MaximumReturn | 16.8     |
| MinimumReturn | -20.6    |
| TotalSamples  | 8010     |
----------------------------
itr #1 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.05164891481399536
Validation loss = 0.044345635920763016
Validation loss = 0.04151802882552147
Validation loss = 0.03838607668876648
Validation loss = 0.036683984100818634
Validation loss = 0.03859832137823105
Validation loss = 0.03685164451599121
Validation loss = 0.03863643482327461
Validation loss = 0.034360017627477646
Validation loss = 0.03447377681732178
Validation loss = 0.03598319739103317
Validation loss = 0.03409639745950699
Validation loss = 0.0325031504034996
Validation loss = 0.03966844081878662
Validation loss = 0.055258166044950485
Validation loss = 0.03172338753938675
Validation loss = 0.030480414628982544
Validation loss = 0.031821560114622116
Validation loss = 0.04272561892867088
Validation loss = 0.034539200365543365
Validation loss = 0.03190194442868233
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.053712934255599976
Validation loss = 0.039926040917634964
Validation loss = 0.03799781948328018
Validation loss = 0.037849992513656616
Validation loss = 0.039003897458314896
Validation loss = 0.03660138323903084
Validation loss = 0.032954320311546326
Validation loss = 0.03393584117293358
Validation loss = 0.03377586230635643
Validation loss = 0.03289307653903961
Validation loss = 0.04670553281903267
Validation loss = 0.032504308968782425
Validation loss = 0.030861657112836838
Validation loss = 0.03143705800175667
Validation loss = 0.035523779690265656
Validation loss = 0.03230024129152298
Validation loss = 0.032728828489780426
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 27
average number of affinization = 8.40798611111111
Path 1 | total_timesteps 31.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.409012131715771
Path 2 | total_timesteps 46.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.418685121107266
Path 3 | total_timesteps 67.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.431778929188255
Path 4 | total_timesteps 86.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.446551724137931
Path 5 | total_timesteps 116.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.444061962134251
Path 6 | total_timesteps 126.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.451890034364261
Path 7 | total_timesteps 144.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.454545454545455
Path 8 | total_timesteps 155.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.446917808219178
Path 9 | total_timesteps 163.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.45982905982906
Path 10 | total_timesteps 185.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.467576791808874
Path 11 | total_timesteps 201.
number of affinization with epsilon = 3 is 28
average number of affinization = 8.500851788756389
Path 12 | total_timesteps 238.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.525510204081632
Path 13 | total_timesteps 265.
number of affinization with epsilon = 3 is 26
average number of affinization = 8.555178268251273
Path 14 | total_timesteps 298.
number of affinization with epsilon = 3 is 29
average number of affinization = 8.589830508474575
Path 15 | total_timesteps 338.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.60575296108291
Path 16 | total_timesteps 362.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.608108108108109
Path 17 | total_timesteps 375.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.63406408094435
Path 18 | total_timesteps 406.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.65993265993266
Path 19 | total_timesteps 435.
number of affinization with epsilon = 3 is 26
average number of affinization = 8.6890756302521
Path 20 | total_timesteps 468.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.713087248322148
Path 21 | total_timesteps 493.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.721943048576215
Path 22 | total_timesteps 513.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.734113712374581
Path 23 | total_timesteps 533.
number of affinization with epsilon = 3 is 38
average number of affinization = 8.78297161936561
Path 24 | total_timesteps 577.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.795
Path 25 | total_timesteps 597.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.78702163061564
Path 26 | total_timesteps 606.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.812292358803987
Path 27 | total_timesteps 632.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.83084577114428
Path 28 | total_timesteps 655.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.85430463576159
Path 29 | total_timesteps 688.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.861157024793389
Path 30 | total_timesteps 707.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.861386138613861
Path 31 | total_timesteps 722.
number of affinization with epsilon = 3 is 26
average number of affinization = 8.889621087314662
Path 32 | total_timesteps 751.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.90296052631579
Path 33 | total_timesteps 773.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.924466338259442
Path 34 | total_timesteps 804.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.940983606557378
Path 35 | total_timesteps 834.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.941080196399346
Path 36 | total_timesteps 846.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.955882352941176
Path 37 | total_timesteps 871.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.977161500815662
Path 38 | total_timesteps 896.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.980456026058633
Path 39 | total_timesteps 910.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.00650406504065
Path 40 | total_timesteps 943.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.019480519480519
Path 41 | total_timesteps 965.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.024311183144246
Path 42 | total_timesteps 979.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.033980582524272
Path 43 | total_timesteps 997.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.046849757673668
Path 44 | total_timesteps 1020.
number of affinization with epsilon = 3 is 30
average number of affinization = 9.080645161290322
Path 45 | total_timesteps 1058.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.091787439613526
Path 46 | total_timesteps 1078.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.114147909967846
Path 47 | total_timesteps 1108.
number of affinization with epsilon = 3 is 31
average number of affinization = 9.149277688603531
Path 48 | total_timesteps 1147.
number of affinization with epsilon = 3 is 43
average number of affinization = 9.20352564102564
Path 49 | total_timesteps 1199.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.2224
Path 50 | total_timesteps 1227.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.226837060702875
Path 51 | total_timesteps 1244.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.224880382775119
Path 52 | total_timesteps 1257.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.243630573248408
Path 53 | total_timesteps 1287.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.257551669316376
Path 54 | total_timesteps 1309.
number of affinization with epsilon = 3 is 36
average number of affinization = 9.3
Path 55 | total_timesteps 1354.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.310618066561014
Path 56 | total_timesteps 1375.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.324367088607595
Path 57 | total_timesteps 1400.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.328593996840443
Path 58 | total_timesteps 1418.
number of affinization with epsilon = 3 is 38
average number of affinization = 9.373817034700316
Path 59 | total_timesteps 1466.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.373228346456694
Path 60 | total_timesteps 1480.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.372641509433961
Path 61 | total_timesteps 1494.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.400313971742543
Path 62 | total_timesteps 1532.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.401253918495298
Path 63 | total_timesteps 1549.
number of affinization with epsilon = 3 is 33
average number of affinization = 9.438184663536775
Path 64 | total_timesteps 1590.
number of affinization with epsilon = 3 is 32
average number of affinization = 9.4734375
Path 65 | total_timesteps 1629.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.480499219968799
Path 66 | total_timesteps 1648.
number of affinization with epsilon = 3 is 41
average number of affinization = 9.529595015576325
Path 67 | total_timesteps 1700.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.531881804043547
Path 68 | total_timesteps 1712.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.54503105590062
Path 69 | total_timesteps 1737.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.56279069767442
Path 70 | total_timesteps 1762.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.560371517027864
Path 71 | total_timesteps 1775.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.554868624420402
Path 72 | total_timesteps 1785.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.567901234567902
Path 73 | total_timesteps 1807.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.571648690292758
Path 74 | total_timesteps 1820.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.587692307692308
Path 75 | total_timesteps 1849.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.606758832565284
Path 76 | total_timesteps 1878.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.633435582822086
Path 77 | total_timesteps 1911.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.633996937212864
Path 78 | total_timesteps 1924.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.655963302752294
Path 79 | total_timesteps 1956.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.668702290076336
Path 80 | total_timesteps 1977.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.664634146341463
Path 81 | total_timesteps 1986.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.680365296803654
Path 82 | total_timesteps 2009.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.702127659574469
Path 83 | total_timesteps 2041.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.714719271623672
Path 84 | total_timesteps 2060.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.715151515151515
Path 85 | total_timesteps 2071.
number of affinization with epsilon = 3 is 29
average number of affinization = 9.744326777609682
Path 86 | total_timesteps 2105.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.750755287009063
Path 87 | total_timesteps 2121.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.776772247360483
Path 88 | total_timesteps 2153.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.77710843373494
Path 89 | total_timesteps 2172.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.780451127819548
Path 90 | total_timesteps 2187.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.7987987987988
Path 91 | total_timesteps 2214.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.79160419790105
Path 92 | total_timesteps 2222.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.79940119760479
Path 93 | total_timesteps 2244.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.801195814648729
Path 94 | total_timesteps 2261.
number of affinization with epsilon = 3 is 31
average number of affinization = 9.832835820895522
Path 95 | total_timesteps 2303.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.847988077496273
Path 96 | total_timesteps 2325.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.867559523809524
Path 97 | total_timesteps 2358.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.87964338781575
Path 98 | total_timesteps 2380.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.882789317507418
Path 99 | total_timesteps 2395.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.906666666666666
Path 100 | total_timesteps 2429.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.912721893491124
Path 101 | total_timesteps 2446.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.917282127031019
Path 102 | total_timesteps 2463.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.921828908554572
Path 103 | total_timesteps 2481.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.932253313696613
Path 104 | total_timesteps 2499.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.941176470588236
Path 105 | total_timesteps 2517.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.94273127753304
Path 106 | total_timesteps 2532.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.960410557184751
Path 107 | total_timesteps 2558.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.966325036603221
Path 108 | total_timesteps 2575.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.961988304093568
Path 109 | total_timesteps 2585.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.97080291970803
Path 110 | total_timesteps 2607.
number of affinization with epsilon = 3 is 35
average number of affinization = 10.007288629737609
Path 111 | total_timesteps 2645.
number of affinization with epsilon = 3 is 26
average number of affinization = 10.030567685589519
Path 112 | total_timesteps 2680.
number of affinization with epsilon = 3 is 44
average number of affinization = 10.079941860465116
Path 113 | total_timesteps 2727.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.091436865021771
Path 114 | total_timesteps 2749.
number of affinization with epsilon = 3 is 39
average number of affinization = 10.133333333333333
Path 115 | total_timesteps 2796.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.153400868306802
Path 116 | total_timesteps 2822.
number of affinization with epsilon = 3 is 28
average number of affinization = 10.179190751445086
Path 117 | total_timesteps 2854.
number of affinization with epsilon = 3 is 50
average number of affinization = 10.236652236652237
Path 118 | total_timesteps 2920.
number of affinization with epsilon = 3 is 41
average number of affinization = 10.280979827089338
Path 119 | total_timesteps 2978.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.282014388489209
Path 120 | total_timesteps 2993.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.291666666666666
Path 121 | total_timesteps 3014.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.291248206599713
Path 122 | total_timesteps 3028.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.29512893982808
Path 123 | total_timesteps 3043.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.294706723891274
Path 124 | total_timesteps 3060.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.292857142857143
Path 125 | total_timesteps 3073.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.2981455064194
Path 126 | total_timesteps 3090.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.293447293447294
Path 127 | total_timesteps 3100.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.297297297297296
Path 128 | total_timesteps 3116.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.315340909090908
Path 129 | total_timesteps 3145.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.327659574468084
Path 130 | total_timesteps 3169.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.337110481586402
Path 131 | total_timesteps 3187.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.336633663366337
Path 132 | total_timesteps 3201.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.348870056497175
Path 133 | total_timesteps 3225.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.356840620592383
Path 134 | total_timesteps 3249.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.366197183098592
Path 135 | total_timesteps 3269.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.38396624472574
Path 136 | total_timesteps 3297.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.404494382022472
Path 137 | total_timesteps 3330.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.408134642356242
Path 138 | total_timesteps 3348.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.413165266106443
Path 139 | total_timesteps 3369.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.415384615384616
Path 140 | total_timesteps 3384.
number of affinization with epsilon = 3 is 26
average number of affinization = 10.437150837988828
Path 141 | total_timesteps 3417.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.454672245467224
Path 142 | total_timesteps 3448.
number of affinization with epsilon = 3 is 26
average number of affinization = 10.47632311977716
Path 143 | total_timesteps 3476.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.489568845618916
Path 144 | total_timesteps 3503.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.491666666666667
Path 145 | total_timesteps 3517.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.495145631067961
Path 146 | total_timesteps 3535.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.495844875346261
Path 147 | total_timesteps 3548.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.50207468879668
Path 148 | total_timesteps 3569.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.506906077348066
Path 149 | total_timesteps 3587.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.518620689655172
Path 150 | total_timesteps 3611.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.534435261707989
Path 151 | total_timesteps 3637.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.526822558459422
Path 152 | total_timesteps 3646.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.535714285714286
Path 153 | total_timesteps 3668.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.530864197530864
Path 154 | total_timesteps 3678.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.528767123287672
Path 155 | total_timesteps 3692.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.545827633378932
Path 156 | total_timesteps 3721.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.546448087431694
Path 157 | total_timesteps 3739.
number of affinization with epsilon = 3 is 38
average number of affinization = 10.583901773533425
Path 158 | total_timesteps 3788.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.600817438692099
Path 159 | total_timesteps 3813.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.605442176870747
Path 160 | total_timesteps 3832.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.61413043478261
Path 161 | total_timesteps 3857.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.630936227951153
Path 162 | total_timesteps 3884.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.636856368563686
Path 163 | total_timesteps 3905.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.640054127198917
Path 164 | total_timesteps 3924.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.652702702702703
Path 165 | total_timesteps 3947.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.653171390013496
Path 166 | total_timesteps 3962.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.659029649595688
Path 167 | total_timesteps 3981.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.681022880215343
Path 168 | total_timesteps 4012.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.698924731182796
Path 169 | total_timesteps 4039.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.700671140939598
Path 170 | total_timesteps 4059.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.718498659517426
Path 171 | total_timesteps 4089.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.71619812583668
Path 172 | total_timesteps 4104.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.717914438502675
Path 173 | total_timesteps 4118.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.72630173564753
Path 174 | total_timesteps 4143.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.74
Path 175 | total_timesteps 4171.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.73901464713715
Path 176 | total_timesteps 4186.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.738031914893616
Path 177 | total_timesteps 4198.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.739707835325365
Path 178 | total_timesteps 4211.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.754641909814323
Path 179 | total_timesteps 4235.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.765562913907285
Path 180 | total_timesteps 4259.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.760582010582011
Path 181 | total_timesteps 4274.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.767503302509908
Path 182 | total_timesteps 4294.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.770448548812665
Path 183 | total_timesteps 4314.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.776021080368906
Path 184 | total_timesteps 4333.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.782894736842104
Path 185 | total_timesteps 4351.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.788436268068331
Path 186 | total_timesteps 4375.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.78740157480315
Path 187 | total_timesteps 4393.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.799475753604193
Path 188 | total_timesteps 4422.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.797120418848168
Path 189 | total_timesteps 4437.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.806535947712419
Path 190 | total_timesteps 4463.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.809399477806789
Path 191 | total_timesteps 4481.
number of affinization with epsilon = 3 is 36
average number of affinization = 10.842242503259452
Path 192 | total_timesteps 4524.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.8359375
Path 193 | total_timesteps 4532.
number of affinization with epsilon = 3 is 34
average number of affinization = 10.866059817945384
Path 194 | total_timesteps 4575.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.862337662337662
Path 195 | total_timesteps 4587.
number of affinization with epsilon = 3 is 30
average number of affinization = 10.88715953307393
Path 196 | total_timesteps 4626.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.895077720207254
Path 197 | total_timesteps 4653.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.89391979301423
Path 198 | total_timesteps 4666.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.896640826873385
Path 199 | total_timesteps 4685.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.900645161290322
Path 200 | total_timesteps 4704.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.896907216494846
Path 201 | total_timesteps 4717.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.898326898326898
Path 202 | total_timesteps 4733.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.912596401028278
Path 203 | total_timesteps 4758.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.922978177150192
Path 204 | total_timesteps 4784.
number of affinization with epsilon = 3 is 30
average number of affinization = 10.947435897435897
Path 205 | total_timesteps 4822.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.961587708066581
Path 206 | total_timesteps 4850.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.966751918158568
Path 207 | total_timesteps 4874.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.987228607918263
Path 208 | total_timesteps 4907.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.00765306122449
Path 209 | total_timesteps 4935.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.003821656050956
Path 210 | total_timesteps 4948.
number of affinization with epsilon = 3 is 32
average number of affinization = 11.030534351145038
Path 211 | total_timesteps 4983.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.03430749682338
Path 212 | total_timesteps 5005.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.057106598984772
Path 213 | total_timesteps 5039.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.060836501901141
Path 214 | total_timesteps 5058.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.062025316455696
Path 215 | total_timesteps 5075.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.061946902654867
Path 216 | total_timesteps 5094.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.061868686868687
Path 217 | total_timesteps 5110.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.068095838587642
Path 218 | total_timesteps 5129.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.07808564231738
Path 219 | total_timesteps 5150.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.09685534591195
Path 220 | total_timesteps 5186.
number of affinization with epsilon = 3 is 32
average number of affinization = 11.123115577889447
Path 221 | total_timesteps 5227.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.139272271016312
Path 222 | total_timesteps 5257.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.142857142857142
Path 223 | total_timesteps 5280.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.137672090112641
Path 224 | total_timesteps 5291.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.15125
Path 225 | total_timesteps 5319.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.15605493133583
Path 226 | total_timesteps 5339.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.1571072319202
Path 227 | total_timesteps 5356.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.163138231631383
Path 228 | total_timesteps 5377.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.159203980099502
Path 229 | total_timesteps 5390.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.16024844720497
Path 230 | total_timesteps 5405.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.167493796526054
Path 231 | total_timesteps 5429.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.189591078066915
Path 232 | total_timesteps 5462.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.185643564356436
Path 233 | total_timesteps 5476.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.182941903584672
Path 234 | total_timesteps 5488.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.202469135802469
Path 235 | total_timesteps 5521.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.208384710234279
Path 236 | total_timesteps 5540.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.216748768472906
Path 237 | total_timesteps 5560.
number of affinization with epsilon = 3 is 38
average number of affinization = 11.24969249692497
Path 238 | total_timesteps 5609.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.261670761670763
Path 239 | total_timesteps 5635.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.271165644171779
Path 240 | total_timesteps 5657.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.28799019607843
Path 241 | total_timesteps 5685.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.30966952264382
Path 242 | total_timesteps 5723.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.319070904645477
Path 243 | total_timesteps 5748.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.317460317460318
Path 244 | total_timesteps 5759.
number of affinization with epsilon = 3 is 31
average number of affinization = 11.341463414634147
Path 245 | total_timesteps 5797.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.336175395858708
Path 246 | total_timesteps 5807.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.346715328467154
Path 247 | total_timesteps 5829.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.34872417982989
Path 248 | total_timesteps 5846.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.355582524271844
Path 249 | total_timesteps 5865.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.355151515151515
Path 250 | total_timesteps 5879.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.361985472154963
Path 251 | total_timesteps 5905.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.366384522370012
Path 252 | total_timesteps 5922.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.38647342995169
Path 253 | total_timesteps 5958.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.383594692400482
Path 254 | total_timesteps 5970.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.385542168674698
Path 255 | total_timesteps 5987.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.386281588447654
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.9     |
| Iteration     | 1        |
| MaximumReturn | 12.7     |
| MinimumReturn | -18.9    |
| TotalSamples  | 12012    |
----------------------------
itr #2 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.0387566015124321
Validation loss = 0.030843496322631836
Validation loss = 0.028509652242064476
Validation loss = 0.02784123457968235
Validation loss = 0.027067283168435097
Validation loss = 0.028400419279932976
Validation loss = 0.028698308393359184
Validation loss = 0.029415229335427284
Validation loss = 0.029889604076743126
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.042997878044843674
Validation loss = 0.029267674311995506
Validation loss = 0.02975285053253174
Validation loss = 0.027403011918067932
Validation loss = 0.03376464918255806
Validation loss = 0.02630738355219364
Validation loss = 0.027887269854545593
Validation loss = 0.027562374249100685
Validation loss = 0.02797664701938629
Validation loss = 0.02970888651907444
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.37860576923077
Path 1 | total_timesteps 9.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.372148859543817
Path 2 | total_timesteps 20.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.369304556354916
Path 3 | total_timesteps 31.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.368862275449102
Path 4 | total_timesteps 48.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.366028708133971
Path 5 | total_timesteps 59.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.373954599761051
Path 6 | total_timesteps 80.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.38782816229117
Path 7 | total_timesteps 108.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.388557806912992
Path 8 | total_timesteps 126.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.389285714285714
Path 9 | total_timesteps 143.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.38525564803805
Path 10 | total_timesteps 155.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.399049881235154
Path 11 | total_timesteps 185.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.399762752075919
Path 12 | total_timesteps 201.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.393364928909953
Path 13 | total_timesteps 208.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.394082840236686
Path 14 | total_timesteps 224.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.40307328605201
Path 15 | total_timesteps 244.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.403778040141676
Path 16 | total_timesteps 260.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.404481132075471
Path 17 | total_timesteps 275.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.402826855123674
Path 18 | total_timesteps 288.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.408235294117647
Path 19 | total_timesteps 309.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.410105757931845
Path 20 | total_timesteps 329.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.407276995305164
Path 21 | total_timesteps 341.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.415005861664714
Path 22 | total_timesteps 365.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.427400468384075
Path 23 | total_timesteps 389.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.430409356725146
Path 24 | total_timesteps 410.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.432242990654206
Path 25 | total_timesteps 428.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.435239206534423
Path 26 | total_timesteps 446.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.43006993006993
Path 27 | total_timesteps 455.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.434225844004656
Path 28 | total_timesteps 472.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.44767441860465
Path 29 | total_timesteps 501.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.440185830429733
Path 30 | total_timesteps 512.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.436194895591647
Path 31 | total_timesteps 522.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.434530706836616
Path 32 | total_timesteps 536.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.440972222222221
Path 33 | total_timesteps 561.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.44393063583815
Path 34 | total_timesteps 576.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.456120092378752
Path 35 | total_timesteps 601.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.465974625144176
Path 36 | total_timesteps 632.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.478110599078342
Path 37 | total_timesteps 662.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.476409666283084
Path 38 | total_timesteps 675.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.483908045977012
Path 39 | total_timesteps 697.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.479908151549942
Path 40 | total_timesteps 707.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.474770642201834
Path 41 | total_timesteps 723.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.481099656357388
Path 42 | total_timesteps 743.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.481693363844393
Path 43 | total_timesteps 768.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.490285714285715
Path 44 | total_timesteps 794.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.5
Path 45 | total_timesteps 818.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.500570125427593
Path 46 | total_timesteps 833.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.497722095671982
Path 47 | total_timesteps 846.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.491467576791809
Path 48 | total_timesteps 855.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.504545454545454
Path 49 | total_timesteps 884.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.509648127128264
Path 50 | total_timesteps 904.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.519274376417233
Path 51 | total_timesteps 932.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.519818799546998
Path 52 | total_timesteps 951.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.51923076923077
Path 53 | total_timesteps 963.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.51864406779661
Path 54 | total_timesteps 979.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.522573363431151
Path 55 | total_timesteps 998.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.52423900789177
Path 56 | total_timesteps 1012.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.528153153153154
Path 57 | total_timesteps 1031.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.525309336332958
Path 58 | total_timesteps 1042.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.519101123595506
Path 59 | total_timesteps 1051.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.52300785634119
Path 60 | total_timesteps 1072.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.532511210762332
Path 61 | total_timesteps 1095.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.530795072788354
Path 62 | total_timesteps 1111.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.524608501118568
Path 63 | total_timesteps 1125.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.520670391061453
Path 64 | total_timesteps 1135.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.522321428571429
Path 65 | total_timesteps 1153.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.525083612040135
Path 66 | total_timesteps 1170.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.524498886414253
Path 67 | total_timesteps 1182.
number of affinization with epsilon = 3 is 31
average number of affinization = 11.546162402669633
Path 68 | total_timesteps 1222.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.553333333333333
Path 69 | total_timesteps 1246.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.55715871254162
Path 70 | total_timesteps 1263.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.553215077605321
Path 71 | total_timesteps 1274.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.571428571428571
Path 72 | total_timesteps 1308.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.574115044247788
Path 73 | total_timesteps 1326.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.579005524861879
Path 74 | total_timesteps 1347.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.586092715231787
Path 75 | total_timesteps 1370.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.582138919514884
Path 76 | total_timesteps 1384.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.581497797356828
Path 77 | total_timesteps 1398.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.576457645764576
Path 78 | total_timesteps 1408.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.578021978021978
Path 79 | total_timesteps 1426.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.571899012074644
Path 80 | total_timesteps 1434.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.567982456140351
Path 81 | total_timesteps 1443.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.573932092004382
Path 82 | total_timesteps 1466.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.566739606126914
Path 83 | total_timesteps 1475.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.570491803278689
Path 84 | total_timesteps 1494.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.566593886462883
Path 85 | total_timesteps 1507.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.580152671755725
Path 86 | total_timesteps 1544.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.57516339869281
Path 87 | total_timesteps 1555.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.581066376496192
Path 88 | total_timesteps 1578.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.575
Path 89 | total_timesteps 1588.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.570032573289902
Path 90 | total_timesteps 1601.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.56941431670282
Path 91 | total_timesteps 1615.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.577464788732394
Path 92 | total_timesteps 1639.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.582251082251082
Path 93 | total_timesteps 1658.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.580540540540541
Path 94 | total_timesteps 1669.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.58207343412527
Path 95 | total_timesteps 1686.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.574973031283712
Path 96 | total_timesteps 1696.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.570043103448276
Path 97 | total_timesteps 1705.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.570505920344456
Path 98 | total_timesteps 1724.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.568817204301075
Path 99 | total_timesteps 1737.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.563909774436091
Path 100 | total_timesteps 1749.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.569742489270386
Path 101 | total_timesteps 1773.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.57341907824223
Path 102 | total_timesteps 1791.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.588865096359743
Path 103 | total_timesteps 1827.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.592513368983957
Path 104 | total_timesteps 1852.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.588675213675213
Path 105 | total_timesteps 1866.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.5923159018143
Path 106 | total_timesteps 1884.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.593816631130064
Path 107 | total_timesteps 1899.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.601703940362087
Path 108 | total_timesteps 1924.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.597872340425532
Path 109 | total_timesteps 1937.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.596174282678001
Path 110 | total_timesteps 1950.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.59660297239915
Path 111 | total_timesteps 1963.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.591728525980912
Path 112 | total_timesteps 1976.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.59427966101695
Path 113 | total_timesteps 1996.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.594708994708995
Path 114 | total_timesteps 2009.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.590909090909092
Path 115 | total_timesteps 2020.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.590285110876453
Path 116 | total_timesteps 2038.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.586497890295359
Path 117 | total_timesteps 2053.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.584826132771338
Path 118 | total_timesteps 2065.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.577894736842106
Path 119 | total_timesteps 2073.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.578338590956887
Path 120 | total_timesteps 2091.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.590336134453782
Path 121 | total_timesteps 2124.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.589716684155299
Path 122 | total_timesteps 2140.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.58700209643606
Path 123 | total_timesteps 2153.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.586387434554974
Path 124 | total_timesteps 2168.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.583682008368202
Path 125 | total_timesteps 2180.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.58098223615465
Path 126 | total_timesteps 2193.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.588726513569938
Path 127 | total_timesteps 2219.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.587069864442126
Path 128 | total_timesteps 2231.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.6
Path 129 | total_timesteps 2261.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.602497398543184
Path 130 | total_timesteps 2278.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.608108108108109
Path 131 | total_timesteps 2303.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.609553478712357
Path 132 | total_timesteps 2320.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.609958506224066
Path 133 | total_timesteps 2340.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.613471502590674
Path 134 | total_timesteps 2356.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.608695652173912
Path 135 | total_timesteps 2366.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.613236814891417
Path 136 | total_timesteps 2388.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.609504132231406
Path 137 | total_timesteps 2403.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.614035087719298
Path 138 | total_timesteps 2424.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.62061855670103
Path 139 | total_timesteps 2445.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.616889804325437
Path 140 | total_timesteps 2459.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.616255144032921
Path 141 | total_timesteps 2472.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.612538540596095
Path 142 | total_timesteps 2485.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.613963039014374
Path 143 | total_timesteps 2499.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.62051282051282
Path 144 | total_timesteps 2521.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.62295081967213
Path 145 | total_timesteps 2542.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.62128966223132
Path 146 | total_timesteps 2555.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.623721881390592
Path 147 | total_timesteps 2575.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.627170582226762
Path 148 | total_timesteps 2592.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.631632653061224
Path 149 | total_timesteps 2610.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.63302752293578
Path 150 | total_timesteps 2625.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.628309572301426
Path 151 | total_timesteps 2635.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.624618514750763
Path 152 | total_timesteps 2647.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.617886178861788
Path 153 | total_timesteps 2657.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.618274111675127
Path 154 | total_timesteps 2671.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.620689655172415
Path 155 | total_timesteps 2688.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.621073961499494
Path 156 | total_timesteps 2705.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.61336032388664
Path 157 | total_timesteps 2712.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.611729019211324
Path 158 | total_timesteps 2726.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.61111111111111
Path 159 | total_timesteps 2744.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.610494450050455
Path 160 | total_timesteps 2758.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.61391129032258
Path 161 | total_timesteps 2778.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.61631419939577
Path 162 | total_timesteps 2799.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.620724346076459
Path 163 | total_timesteps 2819.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.61608040201005
Path 164 | total_timesteps 2831.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.612449799196787
Path 165 | total_timesteps 2841.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.616850551654965
Path 166 | total_timesteps 2865.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.613226452905812
Path 167 | total_timesteps 2876.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.611611611611611
Path 168 | total_timesteps 2889.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.614
Path 169 | total_timesteps 2910.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.617382617382617
Path 170 | total_timesteps 2927.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.615768463073852
Path 171 | total_timesteps 2941.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.624127617148554
Path 172 | total_timesteps 2964.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.620517928286853
Path 173 | total_timesteps 2979.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.618905472636817
Path 174 | total_timesteps 2992.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.627236580516898
Path 175 | total_timesteps 3020.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.628599801390267
Path 176 | total_timesteps 3038.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.631944444444445
Path 177 | total_timesteps 3059.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.632309217046581
Path 178 | total_timesteps 3078.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.63960396039604
Path 179 | total_timesteps 3102.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.635014836795252
Path 180 | total_timesteps 3113.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.629446640316205
Path 181 | total_timesteps 3122.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.642645607107601
Path 182 | total_timesteps 3155.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.644970414201184
Path 183 | total_timesteps 3174.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.654187192118227
Path 184 | total_timesteps 3197.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.649606299212598
Path 185 | total_timesteps 3207.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.644051130776795
Path 186 | total_timesteps 3214.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.655206286836934
Path 187 | total_timesteps 3239.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.649656526005888
Path 188 | total_timesteps 3247.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.651960784313726
Path 189 | total_timesteps 3268.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.666993143976494
Path 190 | total_timesteps 3299.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.66829745596869
Path 191 | total_timesteps 3315.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.673509286412513
Path 192 | total_timesteps 3333.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.6748046875
Path 193 | total_timesteps 3353.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.671219512195123
Path 194 | total_timesteps 3362.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.666666666666666
Path 195 | total_timesteps 3371.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.678675754625122
Path 196 | total_timesteps 3398.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.674124513618677
Path 197 | total_timesteps 3407.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.671525753158406
Path 198 | total_timesteps 3424.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.674757281553399
Path 199 | total_timesteps 3445.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.668283220174589
Path 200 | total_timesteps 3453.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.662790697674419
Path 201 | total_timesteps 3464.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.660212971926429
Path 202 | total_timesteps 3478.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.653771760154738
Path 203 | total_timesteps 3485.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.653140096618358
Path 204 | total_timesteps 3502.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.656370656370656
Path 205 | total_timesteps 3523.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.655737704918034
Path 206 | total_timesteps 3536.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.670520231213873
Path 207 | total_timesteps 3569.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.669874879692012
Path 208 | total_timesteps 3584.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.669230769230769
Path 209 | total_timesteps 3598.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.66474543707973
Path 210 | total_timesteps 3607.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.664107485604607
Path 211 | total_timesteps 3623.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.66059443911793
Path 212 | total_timesteps 3635.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.658045977011493
Path 213 | total_timesteps 3649.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.652631578947368
Path 214 | total_timesteps 3660.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.652007648183556
Path 215 | total_timesteps 3674.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.664756446991404
Path 216 | total_timesteps 3704.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.666984732824428
Path 217 | total_timesteps 3722.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.659675881792182
Path 218 | total_timesteps 3730.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.661904761904761
Path 219 | total_timesteps 3749.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.65651760228354
Path 220 | total_timesteps 3759.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.656844106463879
Path 221 | total_timesteps 3779.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.661918328584996
Path 222 | total_timesteps 3801.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.666982922201138
Path 223 | total_timesteps 3823.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.66824644549763
Path 224 | total_timesteps 3842.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.670454545454545
Path 225 | total_timesteps 3861.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.671712393566699
Path 226 | total_timesteps 3875.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.668241965973534
Path 227 | total_timesteps 3889.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.663833805476864
Path 228 | total_timesteps 3898.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.66132075471698
Path 229 | total_timesteps 3912.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.6559849198869
Path 230 | total_timesteps 3924.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.660075329566855
Path 231 | total_timesteps 3942.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.66698024459078
Path 232 | total_timesteps 3967.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.671052631578947
Path 233 | total_timesteps 3985.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.670422535211268
Path 234 | total_timesteps 4000.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.665103189493433
Path 235 | total_timesteps 4008.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.671040299906279
Path 236 | total_timesteps 4028.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.67134831460674
Path 237 | total_timesteps 4048.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.666978484565014
Path 238 | total_timesteps 4057.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.666355140186916
Path 239 | total_timesteps 4070.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.663865546218487
Path 240 | total_timesteps 4080.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.665111940298507
Path 241 | total_timesteps 4097.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.666356011183597
Path 242 | total_timesteps 4114.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.6731843575419
Path 243 | total_timesteps 4141.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.673488372093024
Path 244 | total_timesteps 4158.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.66914498141264
Path 245 | total_timesteps 4167.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.672237697307335
Path 246 | total_timesteps 4188.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.680890538033395
Path 247 | total_timesteps 4215.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.677479147358666
Path 248 | total_timesteps 4228.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.676851851851852
Path 249 | total_timesteps 4241.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.674375578168362
Path 250 | total_timesteps 4252.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.680221811460259
Path 251 | total_timesteps 4273.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.67590027700831
Path 252 | total_timesteps 4285.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.681734317343173
Path 253 | total_timesteps 4309.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.683870967741935
Path 254 | total_timesteps 4327.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.686003683241251
Path 255 | total_timesteps 4347.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.689052437902484
Path 256 | total_timesteps 4365.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.684742647058824
Path 257 | total_timesteps 4375.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.699724517906336
Path 258 | total_timesteps 4406.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.695412844036698
Path 259 | total_timesteps 4416.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.693858845096242
Path 260 | total_timesteps 4430.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.692307692307692
Path 261 | total_timesteps 4443.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.692589204025618
Path 262 | total_timesteps 4460.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.70109689213894
Path 263 | total_timesteps 4490.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.703196347031964
Path 264 | total_timesteps 4510.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.69890510948905
Path 265 | total_timesteps 4519.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.708295350957156
Path 266 | total_timesteps 4546.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.7040072859745
Path 267 | total_timesteps 4556.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.707006369426752
Path 268 | total_timesteps 4575.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.703636363636363
Path 269 | total_timesteps 4586.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.705722070844686
Path 270 | total_timesteps 4601.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.702359346642469
Path 271 | total_timesteps 4611.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.69990933816863
Path 272 | total_timesteps 4623.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.695652173913043
Path 273 | total_timesteps 4634.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.692307692307692
Path 274 | total_timesteps 4649.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.697106690777577
Path 275 | total_timesteps 4672.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.703703703703704
Path 276 | total_timesteps 4693.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.702166064981949
Path 277 | total_timesteps 4708.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.699729486023445
Path 278 | total_timesteps 4719.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.699099099099099
Path 279 | total_timesteps 4733.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.711971197119713
Path 280 | total_timesteps 4767.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.70863309352518
Path 281 | total_timesteps 4784.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.7088948787062
Path 282 | total_timesteps 4798.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.712746858168762
Path 283 | total_timesteps 4816.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.723766816143497
Path 284 | total_timesteps 4847.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.731182795698924
Path 285 | total_timesteps 4874.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.743061772605193
Path 286 | total_timesteps 4909.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.744186046511627
Path 287 | total_timesteps 4926.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.74709562109026
Path 288 | total_timesteps 4943.
number of affinization with epsilon = 3 is 36
average number of affinization = 11.76875
Path 289 | total_timesteps 4987.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.767172167707404
Path 290 | total_timesteps 5002.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.764705882352942
Path 291 | total_timesteps 5012.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.769367764915405
Path 292 | total_timesteps 5034.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.766014234875446
Path 293 | total_timesteps 5048.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.776
Path 294 | total_timesteps 5082.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.769982238010657
Path 295 | total_timesteps 5090.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.764862466725821
Path 296 | total_timesteps 5102.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.763297872340425
Path 297 | total_timesteps 5118.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.759078830823738
Path 298 | total_timesteps 5126.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.761061946902656
Path 299 | total_timesteps 5142.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.772767462422635
Path 300 | total_timesteps 5173.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.772968197879859
Path 301 | total_timesteps 5188.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.777581641659312
Path 302 | total_timesteps 5213.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.774250440917108
Path 303 | total_timesteps 5223.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.775330396475772
Path 304 | total_timesteps 5239.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.786091549295774
Path 305 | total_timesteps 5267.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.788038698328936
Path 306 | total_timesteps 5285.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.789982425307556
Path 307 | total_timesteps 5309.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.792800702370501
Path 308 | total_timesteps 5327.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.790350877192983
Path 309 | total_timesteps 5338.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.790534618755478
Path 310 | total_timesteps 5353.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.791593695271454
Path 311 | total_timesteps 5368.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.78652668416448
Path 312 | total_timesteps 5377.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.785839160839162
Path 313 | total_timesteps 5394.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.788646288209607
Path 314 | total_timesteps 5412.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.797556719022687
Path 315 | total_timesteps 5439.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.802092414995641
Path 316 | total_timesteps 5460.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.807491289198607
Path 317 | total_timesteps 5481.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.805047867711053
Path 318 | total_timesteps 5492.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.814782608695651
Path 319 | total_timesteps 5523.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.827106863596873
Path 320 | total_timesteps 5553.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.831597222222221
Path 321 | total_timesteps 5573.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.829141370338249
Path 322 | total_timesteps 5586.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.829289428076256
Path 323 | total_timesteps 5604.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.832034632034633
Path 324 | total_timesteps 5621.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.826989619377162
Path 325 | total_timesteps 5631.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.824546240276577
Path 326 | total_timesteps 5646.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.818652849740932
Path 327 | total_timesteps 5657.
number of affinization with epsilon = 3 is 31
average number of affinization = 11.835202761000863
Path 328 | total_timesteps 5696.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.832758620689654
Path 329 | total_timesteps 5712.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.838070628768303
Path 330 | total_timesteps 5733.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.836488812392426
Path 331 | total_timesteps 5748.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.83920894239037
Path 332 | total_timesteps 5769.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.84020618556701
Path 333 | total_timesteps 5786.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.847210300429184
Path 334 | total_timesteps 5814.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.842195540308747
Path 335 | total_timesteps 5823.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.836332476435304
Path 336 | total_timesteps 5831.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.834760273972602
Path 337 | total_timesteps 5844.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.83917878528657
Path 338 | total_timesteps 5864.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.837606837606838
Path 339 | total_timesteps 5876.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.836891545687447
Path 340 | total_timesteps 5891.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.837883959044369
Path 341 | total_timesteps 5909.
number of affinization with epsilon = 3 is 36
average number of affinization = 11.85848252344416
Path 342 | total_timesteps 5954.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.851788756388416
Path 343 | total_timesteps 5961.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.847659574468086
Path 344 | total_timesteps 5970.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.843537414965986
Path 345 | total_timesteps 5980.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.84197111299915
Path 346 | total_timesteps 5994.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.837011884550085
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.93    |
| Iteration     | 2        |
| MaximumReturn | 6.6      |
| MinimumReturn | -20.4    |
| TotalSamples  | 16013    |
----------------------------
itr #3 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.02910442277789116
Validation loss = 0.026576818898320198
Validation loss = 0.02436920255422592
Validation loss = 0.02451487071812153
Validation loss = 0.024016419425606728
Validation loss = 0.02479656971991062
Validation loss = 0.02252848446369171
Validation loss = 0.029771942645311356
Validation loss = 0.023151766508817673
Validation loss = 0.022944647818803787
Validation loss = 0.023014012724161148
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.027498044073581696
Validation loss = 0.025488581508398056
Validation loss = 0.024509571492671967
Validation loss = 0.025179699063301086
Validation loss = 0.022671356797218323
Validation loss = 0.023116663098335266
Validation loss = 0.022193118929862976
Validation loss = 0.022440947592258453
Validation loss = 0.026606135070323944
Validation loss = 0.02420162782073021
Validation loss = 0.021322783082723618
Validation loss = 0.021685317158699036
Validation loss = 0.023374084383249283
Validation loss = 0.022532595321536064
Validation loss = 0.023969300091266632
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.844783715012722
Path 1 | total_timesteps 22.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.845762711864406
Path 2 | total_timesteps 38.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.840812870448772
Path 3 | total_timesteps 50.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.835871404399324
Path 4 | total_timesteps 60.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.834319526627219
Path 5 | total_timesteps 71.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.841216216216216
Path 6 | total_timesteps 92.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.851476793248946
Path 7 | total_timesteps 118.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.84822934232715
Path 8 | total_timesteps 128.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.85341196293176
Path 9 | total_timesteps 151.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.86111111111111
Path 10 | total_timesteps 179.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.864592094196803
Path 11 | total_timesteps 201.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.86218487394958
Path 12 | total_timesteps 213.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.86062132661629
Path 13 | total_timesteps 229.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.86241610738255
Path 14 | total_timesteps 248.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.865884325230512
Path 15 | total_timesteps 269.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.865159128978224
Path 16 | total_timesteps 284.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.86694560669456
Path 17 | total_timesteps 303.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.862876254180602
Path 18 | total_timesteps 312.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.862155388471178
Path 19 | total_timesteps 326.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.864774624373956
Path 20 | total_timesteps 343.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.87072560467056
Path 21 | total_timesteps 366.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.868333333333334
Path 22 | total_timesteps 380.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.872606161532056
Path 23 | total_timesteps 403.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.875207986688851
Path 24 | total_timesteps 424.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.873649210307564
Path 25 | total_timesteps 437.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.877076411960132
Path 26 | total_timesteps 458.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.883817427385893
Path 27 | total_timesteps 486.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.880597014925373
Path 28 | total_timesteps 502.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.87986743993372
Path 29 | total_timesteps 515.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.87748344370861
Path 30 | total_timesteps 525.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.875103391232424
Path 31 | total_timesteps 535.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.870247933884297
Path 32 | total_timesteps 544.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.866226259289844
Path 33 | total_timesteps 555.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.865511551155116
Path 34 | total_timesteps 570.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.861500412201154
Path 35 | total_timesteps 582.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.860790774299835
Path 36 | total_timesteps 596.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.862551440329218
Path 37 | total_timesteps 615.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.859375
Path 38 | total_timesteps 625.
number of affinization with epsilon = 3 is 33
average number of affinization = 11.876746096959737
Path 39 | total_timesteps 663.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.873563218390805
Path 40 | total_timesteps 675.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.872026251025432
Path 41 | total_timesteps 689.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.87950819672131
Path 42 | total_timesteps 714.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.873873873873874
Path 43 | total_timesteps 723.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.86988543371522
Path 44 | total_timesteps 736.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.877350776778414
Path 45 | total_timesteps 764.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.873366013071895
Path 46 | total_timesteps 776.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.869387755102041
Path 47 | total_timesteps 794.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.876835236541599
Path 48 | total_timesteps 820.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.876935615321923
Path 49 | total_timesteps 838.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.881921824104234
Path 50 | total_timesteps 859.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.877949552481692
Path 51 | total_timesteps 871.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.872357723577236
Path 52 | total_timesteps 879.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.878960194963444
Path 53 | total_timesteps 907.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.880681818181818
Path 54 | total_timesteps 925.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.879967558799676
Path 55 | total_timesteps 938.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.880875202593193
Path 56 | total_timesteps 955.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.88663967611336
Path 57 | total_timesteps 982.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.885113268608414
Path 58 | total_timesteps 993.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.890056588520615
Path 59 | total_timesteps 1015.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.88610662358643
Path 60 | total_timesteps 1025.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.882970137207426
Path 61 | total_timesteps 1036.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.883064516129032
Path 62 | total_timesteps 1050.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.887993553585819
Path 63 | total_timesteps 1074.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.892914653784219
Path 64 | total_timesteps 1096.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.888173773129525
Path 65 | total_timesteps 1104.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.885048231511254
Path 66 | total_timesteps 1114.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.880321285140562
Path 67 | total_timesteps 1125.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.882825040128411
Path 68 | total_timesteps 1143.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.878107457898958
Path 69 | total_timesteps 1151.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.872596153846153
Path 70 | total_timesteps 1161.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.871096877502001
Path 71 | total_timesteps 1173.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.868
Path 72 | total_timesteps 1187.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.871302957633892
Path 73 | total_timesteps 1207.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.865015974440894
Path 74 | total_timesteps 1217.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.8683160415004
Path 75 | total_timesteps 1237.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.870813397129186
Path 76 | total_timesteps 1258.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.867729083665338
Path 77 | total_timesteps 1267.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.872611464968152
Path 78 | total_timesteps 1290.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.871917263325377
Path 79 | total_timesteps 1303.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.868839427662957
Path 80 | total_timesteps 1315.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.869737887212073
Path 81 | total_timesteps 1335.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.866666666666667
Path 82 | total_timesteps 1347.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.862014274385409
Path 83 | total_timesteps 1358.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.861331220285262
Path 84 | total_timesteps 1378.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.859065716547901
Path 85 | total_timesteps 1390.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.867879746835444
Path 86 | total_timesteps 1418.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.864822134387351
Path 87 | total_timesteps 1428.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.86650868878357
Path 88 | total_timesteps 1448.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.861089187056038
Path 89 | total_timesteps 1457.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.8596214511041
Path 90 | total_timesteps 1469.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.85657998423956
Path 91 | total_timesteps 1480.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.861417322834646
Path 92 | total_timesteps 1501.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.859166011014949
Path 93 | total_timesteps 1511.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.86006289308176
Path 94 | total_timesteps 1528.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.856245090337785
Path 95 | total_timesteps 1537.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.868131868131869
Path 96 | total_timesteps 1572.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.864313725490197
Path 97 | total_timesteps 1586.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.860501567398119
Path 98 | total_timesteps 1596.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.863743148003133
Path 99 | total_timesteps 1617.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.865414710485133
Path 100 | total_timesteps 1635.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.867865519937451
Path 101 | total_timesteps 1654.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.8671875
Path 102 | total_timesteps 1668.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.864949258391881
Path 103 | total_timesteps 1679.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.865834633385335
Path 104 | total_timesteps 1695.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.86282151208106
Path 105 | total_timesteps 1706.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.855919003115265
Path 106 | total_timesteps 1713.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.855252918287938
Path 107 | total_timesteps 1725.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.855365474339036
Path 108 | total_timesteps 1740.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.854700854700855
Path 109 | total_timesteps 1755.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.850155279503106
Path 110 | total_timesteps 1764.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.847168347556245
Path 111 | total_timesteps 1773.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.843410852713179
Path 112 | total_timesteps 1782.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.840433772269558
Path 113 | total_timesteps 1795.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.837461300309597
Path 114 | total_timesteps 1806.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.835266821345707
Path 115 | total_timesteps 1817.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.836166924265843
Path 116 | total_timesteps 1837.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.833204633204634
Path 117 | total_timesteps 1847.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.831018518518519
Path 118 | total_timesteps 1865.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.834232845026985
Path 119 | total_timesteps 1883.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.83513097072419
Path 120 | total_timesteps 1899.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.8306389530408
Path 121 | total_timesteps 1908.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.83
Path 122 | total_timesteps 1924.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.825518831667948
Path 123 | total_timesteps 1933.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.820276497695852
Path 124 | total_timesteps 1942.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.814274750575596
Path 125 | total_timesteps 1953.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.811349693251534
Path 126 | total_timesteps 1966.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.81455938697318
Path 127 | total_timesteps 1986.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.809341500765697
Path 128 | total_timesteps 1994.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.817903596021424
Path 129 | total_timesteps 2021.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.820336391437309
Path 130 | total_timesteps 2044.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.819709702062644
Path 131 | total_timesteps 2063.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.815267175572519
Path 132 | total_timesteps 2072.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.814645308924485
Path 133 | total_timesteps 2088.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.808689024390244
Path 134 | total_timesteps 2096.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.808073115003808
Path 135 | total_timesteps 2111.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.80669710806697
Path 136 | total_timesteps 2126.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.801520912547529
Path 137 | total_timesteps 2135.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.795592705167174
Path 138 | total_timesteps 2142.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.791192103264995
Path 139 | total_timesteps 2152.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.790591805766313
Path 140 | total_timesteps 2167.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.789992418498862
Path 141 | total_timesteps 2180.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.788636363636364
Path 142 | total_timesteps 2198.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.79106737320212
Path 143 | total_timesteps 2219.
number of affinization with epsilon = 3 is 30
average number of affinization = 11.804841149773072
Path 144 | total_timesteps 2254.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.800453514739228
Path 145 | total_timesteps 2265.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.797583081570997
Path 146 | total_timesteps 2278.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.797735849056604
Path 147 | total_timesteps 2295.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.800150829562595
Path 148 | total_timesteps 2318.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.802562170308967
Path 149 | total_timesteps 2340.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.801204819277109
Path 150 | total_timesteps 2355.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.79834462001505
Path 151 | total_timesteps 2365.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.797744360902255
Path 152 | total_timesteps 2380.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.792637114951164
Path 153 | total_timesteps 2388.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.79129129129129
Path 154 | total_timesteps 2404.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.786196549137284
Path 155 | total_timesteps 2412.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.784857571214392
Path 156 | total_timesteps 2428.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.779775280898876
Path 157 | total_timesteps 2439.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.785179640718562
Path 158 | total_timesteps 2459.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.789080029917725
Path 159 | total_timesteps 2477.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.785500747384155
Path 160 | total_timesteps 2486.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.780433159073937
Path 161 | total_timesteps 2497.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.785074626865672
Path 162 | total_timesteps 2524.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.7889634601044
Path 163 | total_timesteps 2546.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.784649776453055
Path 164 | total_timesteps 2556.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.78108711839166
Path 165 | total_timesteps 2566.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.779761904761905
Path 166 | total_timesteps 2582.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.779182156133828
Path 167 | total_timesteps 2595.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.779346210995543
Path 168 | total_timesteps 2609.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.776540460282108
Path 169 | total_timesteps 2619.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.781899109792285
Path 170 | total_timesteps 2641.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.77687175685693
Path 171 | total_timesteps 2650.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.784444444444444
Path 172 | total_timesteps 2676.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.781643227239082
Path 173 | total_timesteps 2687.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.781065088757396
Path 174 | total_timesteps 2700.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.781226903178123
Path 175 | total_timesteps 2714.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.777695716395865
Path 176 | total_timesteps 2726.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.774169741697417
Path 177 | total_timesteps 2737.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.773598820058996
Path 178 | total_timesteps 2752.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.771554900515843
Path 179 | total_timesteps 2763.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.773932253313697
Path 180 | total_timesteps 2784.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.772626931567329
Path 181 | total_timesteps 2797.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.770588235294118
Path 182 | total_timesteps 2807.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.770022042615723
Path 183 | total_timesteps 2822.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.768722466960352
Path 184 | total_timesteps 2840.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.767424798239178
Path 185 | total_timesteps 2853.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.763196480938417
Path 186 | total_timesteps 2860.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.758241758241759
Path 187 | total_timesteps 2870.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.759882869692532
Path 188 | total_timesteps 2894.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.767373811265545
Path 189 | total_timesteps 2924.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.76827485380117
Path 190 | total_timesteps 2943.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.764061358655953
Path 191 | total_timesteps 2954.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.770802919708029
Path 192 | total_timesteps 2976.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.772428884026258
Path 193 | total_timesteps 2993.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.768221574344023
Path 194 | total_timesteps 3005.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.769847050254917
Path 195 | total_timesteps 3022.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.767103347889375
Path 196 | total_timesteps 3033.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.764363636363637
Path 197 | total_timesteps 3045.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.765261627906977
Path 198 | total_timesteps 3063.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.766884531590414
Path 199 | total_timesteps 3087.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.76632801161103
Path 200 | total_timesteps 3103.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.767222625090646
Path 201 | total_timesteps 3121.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.765942028985508
Path 202 | total_timesteps 3132.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.768283852280955
Path 203 | total_timesteps 3154.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.76628075253256
Path 204 | total_timesteps 3165.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.768618944323933
Path 205 | total_timesteps 3182.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.769508670520231
Path 206 | total_timesteps 3201.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.768953068592058
Path 207 | total_timesteps 3215.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.767676767676768
Path 208 | total_timesteps 3231.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.766402307137707
Path 209 | total_timesteps 3247.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.765129682997118
Path 210 | total_timesteps 3261.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.763858891288697
Path 211 | total_timesteps 3276.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.761870503597123
Path 212 | total_timesteps 3290.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.767792954708842
Path 213 | total_timesteps 3316.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.774425287356323
Path 214 | total_timesteps 3341.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.778176597272074
Path 215 | total_timesteps 3365.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.787661406025824
Path 216 | total_timesteps 3395.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.78494623655914
Path 217 | total_timesteps 3406.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.781518624641834
Path 218 | total_timesteps 3415.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.780959198282034
Path 219 | total_timesteps 3431.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.777539341917024
Path 220 | total_timesteps 3441.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.772694781987134
Path 221 | total_timesteps 3449.
number of affinization with epsilon = 3 is 32
average number of affinization = 11.787142857142857
Path 222 | total_timesteps 3490.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.789436117059243
Path 223 | total_timesteps 3508.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.79243937232525
Path 224 | total_timesteps 3533.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.789023521026373
Path 225 | total_timesteps 3545.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.792022792022792
Path 226 | total_timesteps 3562.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.802846975088968
Path 227 | total_timesteps 3593.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.800853485064012
Path 228 | total_timesteps 3603.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.796730632551528
Path 229 | total_timesteps 3610.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.801136363636363
Path 230 | total_timesteps 3634.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.8069552874379
Path 231 | total_timesteps 3658.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.808510638297872
Path 232 | total_timesteps 3676.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.814316087880936
Path 233 | total_timesteps 3702.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.81515580736544
Path 234 | total_timesteps 3723.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.811748053786271
Path 235 | total_timesteps 3733.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.812588401697312
Path 236 | total_timesteps 3749.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.809893992932862
Path 237 | total_timesteps 3759.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.809322033898304
Path 238 | total_timesteps 3779.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.813690896259704
Path 239 | total_timesteps 3801.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.811001410437235
Path 240 | total_timesteps 3812.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.806201550387597
Path 241 | total_timesteps 3819.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.803521126760563
Path 242 | total_timesteps 3831.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.801548205489093
Path 243 | total_timesteps 3845.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.79887482419128
Path 244 | total_timesteps 3857.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.809557273366128
Path 245 | total_timesteps 3894.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.805477528089888
Path 246 | total_timesteps 3903.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.80140350877193
Path 247 | total_timesteps 3915.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.79593267882188
Path 248 | total_timesteps 3924.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.79677645409951
Path 249 | total_timesteps 3943.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.792717086834735
Path 250 | total_timesteps 3952.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.791462561231631
Path 251 | total_timesteps 3963.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.792307692307693
Path 252 | total_timesteps 3981.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.78825995807128
Path 253 | total_timesteps 3989.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.789106145251397
Path 254 | total_timesteps 4007.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.7857641311933
Path 255 | total_timesteps 4016.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.788005578800558
Path 256 | total_timesteps 4035.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.784668989547038
Path 257 | total_timesteps 4045.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.782729805013927
Path 258 | total_timesteps 4056.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.779401530967293
Path 259 | total_timesteps 4070.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.778859527121002
Path 260 | total_timesteps 4086.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.775538568450314
Path 261 | total_timesteps 4095.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.775
Path 262 | total_timesteps 4109.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.773768216516308
Path 263 | total_timesteps 4128.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.78502080443828
Path 264 | total_timesteps 4162.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.783090783090783
Path 265 | total_timesteps 4176.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.789473684210526
Path 266 | total_timesteps 4205.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.787543252595155
Path 267 | total_timesteps 4218.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.782849239280775
Path 268 | total_timesteps 4228.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.782999308914997
Path 269 | total_timesteps 4244.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.78867403314917
Path 270 | total_timesteps 4275.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.790200138026226
Path 271 | total_timesteps 4292.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.79448275862069
Path 272 | total_timesteps 4315.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.798759476223294
Path 273 | total_timesteps 4342.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.803719008264462
Path 274 | total_timesteps 4367.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.801101169993117
Path 275 | total_timesteps 4376.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.798486932599724
Path 276 | total_timesteps 4388.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.795189003436427
Path 277 | total_timesteps 4397.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.798076923076923
Path 278 | total_timesteps 4418.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.794097460535347
Path 279 | total_timesteps 4430.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.795610425240055
Path 280 | total_timesteps 4449.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.791638108293352
Path 281 | total_timesteps 4458.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.789041095890411
Path 282 | total_timesteps 4468.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.797399041752225
Path 283 | total_timesteps 4494.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.796853625170998
Path 284 | total_timesteps 4509.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.794941900205059
Path 285 | total_timesteps 4524.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.792349726775956
Path 286 | total_timesteps 4536.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.79863481228669
Path 287 | total_timesteps 4560.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.796725784447476
Path 288 | total_timesteps 4571.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.795501022494888
Path 289 | total_timesteps 4583.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.792234332425068
Path 290 | total_timesteps 4593.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.793056501021102
Path 291 | total_timesteps 4608.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.790476190476191
Path 292 | total_timesteps 4621.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.793337865397689
Path 293 | total_timesteps 4640.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.78804347826087
Path 294 | total_timesteps 4651.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.788187372708757
Path 295 | total_timesteps 4669.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.7842605156038
Path 296 | total_timesteps 4680.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.786440677966102
Path 297 | total_timesteps 4699.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.786585365853659
Path 298 | total_timesteps 4719.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.789438050101557
Path 299 | total_timesteps 4738.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.78552097428958
Path 300 | total_timesteps 4747.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.787018255578094
Path 301 | total_timesteps 4769.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.783783783783784
Path 302 | total_timesteps 4777.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.781904118838623
Path 303 | total_timesteps 4788.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.784750337381917
Path 304 | total_timesteps 4809.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.78287255563048
Path 305 | total_timesteps 4823.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.787735849056604
Path 306 | total_timesteps 4844.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.786531986531987
Path 307 | total_timesteps 4857.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.787348586810229
Path 308 | total_timesteps 4874.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.793544048419637
Path 309 | total_timesteps 4901.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.788978494623656
Path 310 | total_timesteps 4909.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.792478173270652
Path 311 | total_timesteps 4928.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.789261744966442
Path 312 | total_timesteps 4937.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.790744466800804
Path 313 | total_timesteps 4956.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.79088471849866
Path 314 | total_timesteps 4971.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.791694574681848
Path 315 | total_timesteps 4989.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.787817938420348
Path 316 | total_timesteps 4999.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.787290969899665
Path 317 | total_timesteps 5015.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.790106951871659
Path 318 | total_timesteps 5037.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.788911155644623
Path 319 | total_timesteps 5050.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.790387182910548
Path 320 | total_timesteps 5071.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.789859906604402
Path 321 | total_timesteps 5086.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.785333333333334
Path 322 | total_timesteps 5094.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.788141239173884
Path 323 | total_timesteps 5116.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.792942743009322
Path 324 | total_timesteps 5140.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.791749833666001
Path 325 | total_timesteps 5151.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.789228723404255
Path 326 | total_timesteps 5164.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.790033222591362
Path 327 | total_timesteps 5179.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.797476759628154
Path 328 | total_timesteps 5207.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.798274717982746
Path 329 | total_timesteps 5225.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.795092838196286
Path 330 | total_timesteps 5234.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.794565937707091
Path 331 | total_timesteps 5246.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.794039735099338
Path 332 | total_timesteps 5262.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.799470549305095
Path 333 | total_timesteps 5290.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.79431216931217
Path 334 | total_timesteps 5298.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.79643093192333
Path 335 | total_timesteps 5317.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.793262879788639
Path 336 | total_timesteps 5327.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.792739273927392
Path 337 | total_timesteps 5340.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.79353562005277
Path 338 | total_timesteps 5357.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.798945286750165
Path 339 | total_timesteps 5383.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.804347826086957
Path 340 | total_timesteps 5412.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.805793285055957
Path 341 | total_timesteps 5430.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.80657894736842
Path 342 | total_timesteps 5447.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.803418803418804
Path 343 | total_timesteps 5458.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.806176084099869
Path 344 | total_timesteps 5476.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.801707156927117
Path 345 | total_timesteps 5485.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.798556430446194
Path 346 | total_timesteps 5501.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.801967213114754
Path 347 | total_timesteps 5521.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.802096985583225
Path 348 | total_timesteps 5535.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.80091683038638
Path 349 | total_timesteps 5552.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.799083769633508
Path 350 | total_timesteps 5564.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.799215173315893
Path 351 | total_timesteps 5580.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.801307189542484
Path 352 | total_timesteps 5597.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.805355976485957
Path 353 | total_timesteps 5618.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.804177545691905
Path 354 | total_timesteps 5633.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.804305283757339
Path 355 | total_timesteps 5650.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.808344198174707
Path 356 | total_timesteps 5676.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.803257328990227
Path 357 | total_timesteps 5687.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.799479166666666
Path 358 | total_timesteps 5699.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.79505530253741
Path 359 | total_timesteps 5710.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.801040312093628
Path 360 | total_timesteps 5732.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.797270955165692
Path 361 | total_timesteps 5741.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.7987012987013
Path 362 | total_timesteps 5758.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.796236210253083
Path 363 | total_timesteps 5768.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.797016861219197
Path 364 | total_timesteps 5783.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.798444588464031
Path 365 | total_timesteps 5806.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.80181347150259
Path 366 | total_timesteps 5828.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.798705501618123
Path 367 | total_timesteps 5840.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.802069857697283
Path 368 | total_timesteps 5863.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.80349062702004
Path 369 | total_timesteps 5881.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.801033591731267
Path 370 | total_timesteps 5891.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.80245319561007
Path 371 | total_timesteps 5907.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.801935483870968
Path 372 | total_timesteps 5920.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.80206318504191
Path 373 | total_timesteps 5936.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.80992268041237
Path 374 | total_timesteps 5967.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.811332904056664
Path 375 | total_timesteps 5983.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.807593307593308
Path 376 | total_timesteps 5992.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.809646302250805
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.83    |
| Iteration     | 3        |
| MaximumReturn | 11.7     |
| MinimumReturn | -22.3    |
| TotalSamples  | 20021    |
----------------------------
itr #4 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.02908954583108425
Validation loss = 0.02166806533932686
Validation loss = 0.021014245226979256
Validation loss = 0.023547792807221413
Validation loss = 0.0202496238052845
Validation loss = 0.022010449320077896
Validation loss = 0.02194819413125515
Validation loss = 0.02182192914187908
Validation loss = 0.01926540769636631
Validation loss = 0.02274308353662491
Validation loss = 0.019588936120271683
Validation loss = 0.01895064301788807
Validation loss = 0.018837440758943558
Validation loss = 0.019791699945926666
Validation loss = 0.020975861698389053
Validation loss = 0.020789461210370064
Validation loss = 0.02297303080558777
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.022111695259809494
Validation loss = 0.02215263992547989
Validation loss = 0.02085752785205841
Validation loss = 0.02091880887746811
Validation loss = 0.019341181963682175
Validation loss = 0.01981312595307827
Validation loss = 0.0226171612739563
Validation loss = 0.01893298141658306
Validation loss = 0.019721154123544693
Validation loss = 0.02020169235765934
Validation loss = 0.019475284963846207
Validation loss = 0.019666459411382675
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.80719794344473
Path 1 | total_timesteps 10.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.80539499036609
Path 2 | total_timesteps 20.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.802310654685494
Path 3 | total_timesteps 30.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.799230275817832
Path 4 | total_timesteps 40.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.796794871794871
Path 5 | total_timesteps 51.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.80204996796925
Path 6 | total_timesteps 78.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.797695262483995
Path 7 | total_timesteps 85.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.794625719769673
Path 8 | total_timesteps 96.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.794117647058824
Path 9 | total_timesteps 109.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.792332268370608
Path 10 | total_timesteps 121.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.789910600255428
Path 11 | total_timesteps 132.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.794511805998724
Path 12 | total_timesteps 155.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.792729591836734
Path 13 | total_timesteps 168.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.80114722753346
Path 14 | total_timesteps 199.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.803184713375796
Path 15 | total_timesteps 219.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.806492679821769
Path 16 | total_timesteps 242.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.807251908396946
Path 17 | total_timesteps 262.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.806738715829624
Path 18 | total_timesteps 279.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.810038119440915
Path 19 | total_timesteps 297.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.817142857142857
Path 20 | total_timesteps 327.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.821065989847716
Path 21 | total_timesteps 352.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.81864299302473
Path 22 | total_timesteps 364.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.816223067173638
Path 23 | total_timesteps 378.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.81760607979734
Path 24 | total_timesteps 398.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.822151898734177
Path 25 | total_timesteps 421.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.820366856419987
Path 26 | total_timesteps 436.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.821744627054361
Path 27 | total_timesteps 455.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.817435249526216
Path 28 | total_timesteps 464.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.818813131313131
Path 29 | total_timesteps 484.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.819558359621452
Path 30 | total_timesteps 507.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.817150063051702
Path 31 | total_timesteps 517.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.821676118462507
Path 32 | total_timesteps 539.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.821158690176322
Path 33 | total_timesteps 553.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.820641913152926
Path 34 | total_timesteps 569.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.816352201257862
Path 35 | total_timesteps 575.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.81458202388435
Path 36 | total_timesteps 588.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.81281407035176
Path 37 | total_timesteps 601.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.814814814814815
Path 38 | total_timesteps 623.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.813048933500628
Path 39 | total_timesteps 636.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.81191222570533
Path 40 | total_timesteps 647.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.81704260651629
Path 41 | total_timesteps 676.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.815278647463995
Path 42 | total_timesteps 687.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.81351689612015
Path 43 | total_timesteps 702.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.814884302689181
Path 44 | total_timesteps 724.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.816875
Path 45 | total_timesteps 745.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.814490943160525
Path 46 | total_timesteps 756.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.81585518102372
Path 47 | total_timesteps 783.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.817841547099189
Path 48 | total_timesteps 805.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.814214463840399
Path 49 | total_timesteps 817.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.811838006230529
Path 50 | total_timesteps 829.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.808219178082192
Path 51 | total_timesteps 840.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.807716241443684
Path 52 | total_timesteps 857.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.810945273631841
Path 53 | total_timesteps 880.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.811684275947794
Path 54 | total_timesteps 897.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.813664596273291
Path 55 | total_timesteps 915.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.810676598386095
Path 56 | total_timesteps 926.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.813895781637717
Path 57 | total_timesteps 946.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.814631122132672
Path 58 | total_timesteps 962.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.810408921933085
Path 59 | total_timesteps 970.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.809287925696594
Path 60 | total_timesteps 985.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.813737623762377
Path 61 | total_timesteps 1008.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.813234384662955
Path 62 | total_timesteps 1023.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.813349814585909
Path 63 | total_timesteps 1041.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.810994441012971
Path 64 | total_timesteps 1052.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.806172839506173
Path 65 | total_timesteps 1060.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.803824799506478
Path 66 | total_timesteps 1070.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.80517879161529
Path 67 | total_timesteps 1090.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.80653111521873
Path 68 | total_timesteps 1109.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.805418719211822
Path 69 | total_timesteps 1122.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.801846153846153
Path 70 | total_timesteps 1131.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.798277982779828
Path 71 | total_timesteps 1140.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.793484941610325
Path 72 | total_timesteps 1148.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.793611793611793
Path 73 | total_timesteps 1162.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.789441375076734
Path 74 | total_timesteps 1170.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.785889570552147
Path 75 | total_timesteps 1181.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.787860208461067
Path 76 | total_timesteps 1201.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.786151960784315
Path 77 | total_timesteps 1216.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.785058175137783
Path 78 | total_timesteps 1229.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.781517747858016
Path 79 | total_timesteps 1242.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.784709480122324
Path 80 | total_timesteps 1262.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.783007334963326
Path 81 | total_timesteps 1279.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.784361637141112
Path 82 | total_timesteps 1299.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.782661782661783
Path 83 | total_timesteps 1312.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.780353874313606
Path 84 | total_timesteps 1325.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.778048780487804
Path 85 | total_timesteps 1334.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.783668494820231
Path 86 | total_timesteps 1358.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.78136419001218
Path 87 | total_timesteps 1368.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.778454047474133
Path 88 | total_timesteps 1377.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.782238442822385
Path 89 | total_timesteps 1402.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.78419452887538
Path 90 | total_timesteps 1418.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.78554070473876
Path 91 | total_timesteps 1439.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.788099574984821
Path 92 | total_timesteps 1465.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.783980582524272
Path 93 | total_timesteps 1474.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.783505154639176
Path 94 | total_timesteps 1486.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.783636363636363
Path 95 | total_timesteps 1506.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.783161720169595
Path 96 | total_timesteps 1519.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.782687651331718
Path 97 | total_timesteps 1535.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.780399274047188
Path 98 | total_timesteps 1547.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.776904474002418
Path 99 | total_timesteps 1558.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.778247734138972
Path 100 | total_timesteps 1575.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.77415458937198
Path 101 | total_timesteps 1583.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.774290887145444
Path 102 | total_timesteps 1598.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.772617611580218
Path 103 | total_timesteps 1611.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.770946353224835
Path 104 | total_timesteps 1625.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.767469879518073
Path 105 | total_timesteps 1633.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.767007826610476
Path 106 | total_timesteps 1649.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.765342960288809
Path 107 | total_timesteps 1660.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.764882742032471
Path 108 | total_timesteps 1675.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.763822115384615
Path 109 | total_timesteps 1691.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.765165165165165
Path 110 | total_timesteps 1712.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.767707082833134
Path 111 | total_timesteps 1732.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.76364727054589
Path 112 | total_timesteps 1738.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.76378896882494
Path 113 | total_timesteps 1757.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.758538046734571
Path 114 | total_timesteps 1767.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.759281437125749
Path 115 | total_timesteps 1787.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.761819269898265
Path 116 | total_timesteps 1807.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.757177033492823
Path 117 | total_timesteps 1815.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.760310818888225
Path 118 | total_timesteps 1835.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.758661887694146
Path 119 | total_timesteps 1849.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.75641791044776
Path 120 | total_timesteps 1861.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.75417661097852
Path 121 | total_timesteps 1874.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.75432319618366
Path 122 | total_timesteps 1888.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.751489868891538
Path 123 | total_timesteps 1899.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.752233472304944
Path 124 | total_timesteps 1914.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.753571428571428
Path 125 | total_timesteps 1936.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.751933372992266
Path 126 | total_timesteps 1950.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.750297265160523
Path 127 | total_timesteps 1964.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.75222816399287
Path 128 | total_timesteps 1987.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.750593824228028
Path 129 | total_timesteps 1998.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.758456973293768
Path 130 | total_timesteps 2025.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.758600237247924
Path 131 | total_timesteps 2040.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.759928867812686
Path 132 | total_timesteps 2062.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.762440758293838
Path 133 | total_timesteps 2083.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.75902901124926
Path 134 | total_timesteps 2094.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.755621301775149
Path 135 | total_timesteps 2102.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.757539917208753
Path 136 | total_timesteps 2125.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.75354609929078
Path 137 | total_timesteps 2133.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.75251033668045
Path 138 | total_timesteps 2150.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.752656434474616
Path 139 | total_timesteps 2167.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.749262536873156
Path 140 | total_timesteps 2174.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.747641509433961
Path 141 | total_timesteps 2186.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.748379493223336
Path 142 | total_timesteps 2202.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.748527679623086
Path 143 | total_timesteps 2217.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.747498528546204
Path 144 | total_timesteps 2234.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.742941176470588
Path 145 | total_timesteps 2245.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.74838330393886
Path 146 | total_timesteps 2272.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.743830787309049
Path 147 | total_timesteps 2280.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.743394010569583
Path 148 | total_timesteps 2300.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.744718309859154
Path 149 | total_timesteps 2316.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.740762463343108
Path 150 | total_timesteps 2324.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.73915592028136
Path 151 | total_timesteps 2338.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.738722905682485
Path 152 | total_timesteps 2354.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.737704918032787
Path 153 | total_timesteps 2371.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.739028671737858
Path 154 | total_timesteps 2387.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.738596491228071
Path 155 | total_timesteps 2402.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.737580362361193
Path 156 | total_timesteps 2416.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.733644859813085
Path 157 | total_timesteps 2424.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.737302977232925
Path 158 | total_timesteps 2445.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.733372228704784
Path 159 | total_timesteps 2453.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.735860058309038
Path 160 | total_timesteps 2473.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.735431235431236
Path 161 | total_timesteps 2490.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.732090856144438
Path 162 | total_timesteps 2499.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.729918509895228
Path 163 | total_timesteps 2510.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.72716695753345
Path 164 | total_timesteps 2520.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.723255813953488
Path 165 | total_timesteps 2529.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.720511330621731
Path 166 | total_timesteps 2540.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.717770034843205
Path 167 | total_timesteps 2550.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.715031921067904
Path 168 | total_timesteps 2560.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.714037122969838
Path 169 | total_timesteps 2576.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.714782608695652
Path 170 | total_timesteps 2594.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.715527230590961
Path 171 | total_timesteps 2610.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.71685002895194
Path 172 | total_timesteps 2628.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.71412037037037
Path 173 | total_timesteps 2639.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.714864083285136
Path 174 | total_timesteps 2659.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.71156069364162
Path 175 | total_timesteps 2666.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.708261120739458
Path 176 | total_timesteps 2675.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.70785219399538
Path 177 | total_timesteps 2690.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.706866705135603
Path 178 | total_timesteps 2705.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.705305651672434
Path 179 | total_timesteps 2717.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.705475504322767
Path 180 | total_timesteps 2734.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.702188940092165
Path 181 | total_timesteps 2744.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.70293609671848
Path 182 | total_timesteps 2763.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.70368239355581
Path 183 | total_timesteps 2781.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.70500287521564
Path 184 | total_timesteps 2797.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.707471264367816
Path 185 | total_timesteps 2819.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.707639287765652
Path 186 | total_timesteps 2835.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.704936854190585
Path 187 | total_timesteps 2847.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.70223752151463
Path 188 | total_timesteps 2857.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.700688073394495
Path 189 | total_timesteps 2870.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.708309455587392
Path 190 | total_timesteps 2899.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.707331042382588
Path 191 | total_timesteps 2913.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.710933028048082
Path 192 | total_timesteps 2938.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.706521739130435
Path 193 | total_timesteps 2946.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.703830760434535
Path 194 | total_timesteps 2956.
number of affinization with epsilon = 3 is 2
average number of affinization = 11.698285714285714
Path 195 | total_timesteps 2963.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.697886921758995
Path 196 | total_timesteps 2977.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.699771689497718
Path 197 | total_timesteps 2995.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.697090701654307
Path 198 | total_timesteps 3004.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.694412770809578
Path 199 | total_timesteps 3014.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.692307692307692
Path 200 | total_timesteps 3026.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.690774487471526
Path 201 | total_timesteps 3039.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.694365395560615
Path 202 | total_timesteps 3061.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.69226393629124
Path 203 | total_timesteps 3072.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.694144400227401
Path 204 | total_timesteps 3093.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.69375
Path 205 | total_timesteps 3108.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.692788188529244
Path 206 | total_timesteps 3122.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.691259931895573
Path 207 | total_timesteps 3133.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.686330119115144
Path 208 | total_timesteps 3142.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.688208616780045
Path 209 | total_timesteps 3161.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.686685552407932
Path 210 | total_timesteps 3171.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.685730464326161
Path 211 | total_timesteps 3184.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.686474250141483
Path 212 | total_timesteps 3203.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.692307692307692
Path 213 | total_timesteps 3232.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.695873374788016
Path 214 | total_timesteps 3253.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.694915254237289
Path 215 | total_timesteps 3268.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.704121964991531
Path 216 | total_timesteps 3302.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.70316027088036
Path 217 | total_timesteps 3317.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.70389170896785
Path 218 | total_timesteps 3334.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.709695603156709
Path 219 | total_timesteps 3361.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.710422535211267
Path 220 | total_timesteps 3376.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.706644144144144
Path 221 | total_timesteps 3384.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.705120990433315
Path 222 | total_timesteps 3396.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.70697412823397
Path 223 | total_timesteps 3415.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.708263069139965
Path 224 | total_timesteps 3435.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.707303370786518
Path 225 | total_timesteps 3446.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.704098820887141
Path 226 | total_timesteps 3456.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.704826038159371
Path 227 | total_timesteps 3478.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.706674144699944
Path 228 | total_timesteps 3497.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.704596412556054
Path 229 | total_timesteps 3509.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.70252100840336
Path 230 | total_timesteps 3522.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.703247480403135
Path 231 | total_timesteps 3539.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.699496362618914
Path 232 | total_timesteps 3550.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.696868008948545
Path 233 | total_timesteps 3562.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.695360536612633
Path 234 | total_timesteps 3576.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.694413407821228
Path 235 | total_timesteps 3590.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.691233947515354
Path 236 | total_timesteps 3597.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.688058035714286
Path 237 | total_timesteps 3605.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.684885666480758
Path 238 | total_timesteps 3615.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.683946488294314
Path 239 | total_timesteps 3626.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.683008356545962
Path 240 | total_timesteps 3640.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.679844097995545
Path 241 | total_timesteps 3648.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.678909293266555
Path 242 | total_timesteps 3662.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.686318131256952
Path 243 | total_timesteps 3691.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.684824902723735
Path 244 | total_timesteps 3705.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.682777777777778
Path 245 | total_timesteps 3718.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.682953914491948
Path 246 | total_timesteps 3738.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.679245283018869
Path 247 | total_timesteps 3747.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.682750970604548
Path 248 | total_timesteps 3772.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.68458980044346
Path 249 | total_timesteps 3793.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.683656509695291
Path 250 | total_timesteps 3805.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.684385382059801
Path 251 | total_timesteps 3821.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.680132816823464
Path 252 | total_timesteps 3831.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.679756637168142
Path 253 | total_timesteps 3848.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.679380873410723
Path 254 | total_timesteps 3864.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.678453038674034
Path 255 | total_timesteps 3878.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.676974047487576
Path 256 | total_timesteps 3889.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.67439293598234
Path 257 | total_timesteps 3898.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.677330391616106
Path 258 | total_timesteps 3919.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.679713340683572
Path 259 | total_timesteps 3938.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.677685950413224
Path 260 | total_timesteps 3954.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.674008810572687
Path 261 | total_timesteps 3963.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.670886075949367
Path 262 | total_timesteps 3973.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.668866886688669
Path 263 | total_timesteps 3986.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.666849917537109
Path 264 | total_timesteps 3997.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.669230769230769
Path 265 | total_timesteps 4015.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.671059857221307
Path 266 | total_timesteps 4035.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.676728869374314
Path 267 | total_timesteps 4062.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.681294569391113
Path 268 | total_timesteps 4090.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.681469298245615
Path 269 | total_timesteps 4107.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.680547945205479
Path 270 | total_timesteps 4121.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.67907995618839
Path 271 | total_timesteps 4134.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.678708264915162
Path 272 | total_timesteps 4149.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.679978118161925
Path 273 | total_timesteps 4165.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.67851284855112
Path 274 | total_timesteps 4176.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.686885245901639
Path 275 | total_timesteps 4209.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.684871654833424
Path 276 | total_timesteps 4221.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.680676855895197
Path 277 | total_timesteps 4229.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.676486633933443
Path 278 | total_timesteps 4236.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.677208287895311
Path 279 | total_timesteps 4253.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.676839237057221
Path 280 | total_timesteps 4265.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.674291938997822
Path 281 | total_timesteps 4275.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.677191072400653
Path 282 | total_timesteps 4295.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.67519042437432
Path 283 | total_timesteps 4305.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.67536704730832
Path 284 | total_timesteps 4320.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.680978260869566
Path 285 | total_timesteps 4353.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.682781097229766
Path 286 | total_timesteps 4371.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.682410423452769
Path 287 | total_timesteps 4386.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.679327183939229
Path 288 | total_timesteps 4395.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.68004338394794
Path 289 | total_timesteps 4410.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.675880758807589
Path 290 | total_timesteps 4417.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.680931744312026
Path 291 | total_timesteps 4442.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.679480238224148
Path 292 | total_timesteps 4455.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.67965367965368
Path 293 | total_timesteps 4471.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.679826933477555
Path 294 | total_timesteps 4490.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.68108108108108
Path 295 | total_timesteps 4507.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.680172879524582
Path 296 | total_timesteps 4519.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.681965442764579
Path 297 | total_timesteps 4538.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.681057744198597
Path 298 | total_timesteps 4554.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.684466019417476
Path 299 | total_timesteps 4578.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.681940700808624
Path 300 | total_timesteps 4590.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.679418103448276
Path 301 | total_timesteps 4600.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.67905223478729
Path 302 | total_timesteps 4615.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.678148546824543
Path 303 | total_timesteps 4631.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.676169983862291
Path 304 | total_timesteps 4640.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.674731182795698
Path 305 | total_timesteps 4655.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.6732939279957
Path 306 | total_timesteps 4667.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.67078410311493
Path 307 | total_timesteps 4677.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.666666666666666
Path 308 | total_timesteps 4685.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.664163090128755
Path 309 | total_timesteps 4694.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.667560321715818
Path 310 | total_timesteps 4716.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.666130760986066
Path 311 | total_timesteps 4726.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.66523835029459
Path 312 | total_timesteps 4738.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.666488222698073
Path 313 | total_timesteps 4757.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.669876939539861
Path 314 | total_timesteps 4782.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.668983957219252
Path 315 | total_timesteps 4796.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.667022982362374
Path 316 | total_timesteps 4807.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.663461538461538
Path 317 | total_timesteps 4818.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.666310731446877
Path 318 | total_timesteps 4837.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.667022411953042
Path 319 | total_timesteps 4854.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.672
Path 320 | total_timesteps 4878.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.66950959488273
Path 321 | total_timesteps 4886.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.672882258923815
Path 322 | total_timesteps 4911.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.671458998935037
Path 323 | total_timesteps 4926.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.67376263970197
Path 324 | total_timesteps 4948.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.678191489361701
Path 325 | total_timesteps 4972.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.678894205209994
Path 326 | total_timesteps 4987.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.678533475026567
Path 327 | total_timesteps 5001.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.67764206054169
Path 328 | total_timesteps 5018.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.674097664543524
Path 329 | total_timesteps 5027.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.672148541114058
Path 330 | total_timesteps 5039.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.669671261930011
Path 331 | total_timesteps 5050.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.666666666666666
Path 332 | total_timesteps 5059.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.66896186440678
Path 333 | total_timesteps 5081.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.669666490206458
Path 334 | total_timesteps 5100.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.677248677248677
Path 335 | total_timesteps 5136.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.67741935483871
Path 336 | total_timesteps 5151.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.674418604651162
Path 337 | total_timesteps 5166.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.678816693079767
Path 338 | total_timesteps 5191.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.676874340021119
Path 339 | total_timesteps 5203.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.679155672823219
Path 340 | total_timesteps 5222.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.675632911392405
Path 341 | total_timesteps 5229.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.674222456510279
Path 342 | total_timesteps 5244.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.672286617492096
Path 343 | total_timesteps 5254.
number of affinization with epsilon = 3 is 32
average number of affinization = 11.682991047919957
Path 344 | total_timesteps 5297.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.682105263157895
Path 345 | total_timesteps 5309.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.67806417674908
Path 346 | total_timesteps 5318.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.675604626708727
Path 347 | total_timesteps 5327.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.671045717288491
Path 348 | total_timesteps 5335.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.669117647058824
Path 349 | total_timesteps 5347.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.668766404199475
Path 350 | total_timesteps 5363.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.669989506820567
Path 351 | total_timesteps 5382.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.668065023597274
Path 352 | total_timesteps 5396.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.666666666666666
Path 353 | total_timesteps 5407.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.664222105814563
Path 354 | total_timesteps 5417.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.664397905759163
Path 355 | total_timesteps 5438.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.664050235478808
Path 356 | total_timesteps 5453.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.66265690376569
Path 357 | total_timesteps 5468.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.659696811291166
Path 358 | total_timesteps 5476.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.656217345872518
Path 359 | total_timesteps 5490.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.660574412532638
Path 360 | total_timesteps 5515.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.660229645093946
Path 361 | total_timesteps 5529.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.661450182576942
Path 362 | total_timesteps 5547.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.659019812304484
Path 363 | total_timesteps 5561.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.660239708181344
Path 364 | total_timesteps 5578.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.6609375
Path 365 | total_timesteps 5596.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.663196251952108
Path 366 | total_timesteps 5619.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.663371488033299
Path 367 | total_timesteps 5636.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.663546541861674
Path 368 | total_timesteps 5655.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.65956340956341
Path 369 | total_timesteps 5665.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.655584415584416
Path 370 | total_timesteps 5676.
number of affinization with epsilon = 3 is 2
average number of affinization = 11.650571131879543
Path 371 | total_timesteps 5684.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.650752464971458
Path 372 | total_timesteps 5703.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.646265560165975
Path 373 | total_timesteps 5709.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.646448937273199
Path 374 | total_timesteps 5727.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.649222797927461
Path 375 | total_timesteps 5748.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.651475919212842
Path 376 | total_timesteps 5766.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.654244306418219
Path 377 | total_timesteps 5785.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.653388515261252
Path 378 | total_timesteps 5799.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.652016546018615
Path 379 | total_timesteps 5812.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.650129198966408
Path 380 | total_timesteps 5826.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.649276859504132
Path 381 | total_timesteps 5839.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.646360351058338
Path 382 | total_timesteps 5847.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.64654282765738
Path 383 | total_timesteps 5864.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.64414646725116
Path 384 | total_timesteps 5876.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.649484536082474
Path 385 | total_timesteps 5905.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.647604327666151
Path 386 | total_timesteps 5914.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.644696189495365
Path 387 | total_timesteps 5925.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.64282038085435
Path 388 | total_timesteps 5938.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.640432098765432
Path 389 | total_timesteps 5948.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.640616966580977
Path 390 | total_timesteps 5966.
number of affinization with epsilon = 3 is 2
average number of affinization = 11.635662898252827
Path 391 | total_timesteps 5973.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.632254750898818
Path 392 | total_timesteps 5982.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.630390143737166
Path 393 | total_timesteps 5995.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.631605951770139
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.26    |
| Iteration     | 4        |
| MaximumReturn | 5.23     |
| MinimumReturn | -19.3    |
| TotalSamples  | 24029    |
----------------------------
itr #5 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.020119307562708855
Validation loss = 0.019581230357289314
Validation loss = 0.018263036385178566
Validation loss = 0.019407350569963455
Validation loss = 0.019618507474660873
Validation loss = 0.01859304867684841
Validation loss = 0.020273473113775253
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.01997055672109127
Validation loss = 0.018920984119176865
Validation loss = 0.02135041542351246
Validation loss = 0.02070547640323639
Validation loss = 0.018070930615067482
Validation loss = 0.01822102814912796
Validation loss = 0.019003430381417274
Validation loss = 0.01821269653737545
Validation loss = 0.017454829066991806
Validation loss = 0.020152287557721138
Validation loss = 0.020281510427594185
Validation loss = 0.017633823677897453
Validation loss = 0.018351959064602852
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.63076923076923
Path 1 | total_timesteps 14.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.629420809841108
Path 2 | total_timesteps 27.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.627561475409836
Path 3 | total_timesteps 39.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.624679979518689
Path 4 | total_timesteps 48.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.62128966223132
Path 5 | total_timesteps 56.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.620971867007672
Path 6 | total_timesteps 71.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.621165644171779
Path 7 | total_timesteps 86.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.617782319877364
Path 8 | total_timesteps 95.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.61491317671093
Path 9 | total_timesteps 105.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.618172537008677
Path 10 | total_timesteps 127.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.619387755102041
Path 11 | total_timesteps 147.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.62009178990311
Path 12 | total_timesteps 163.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.61722731906218
Path 13 | total_timesteps 172.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.616403464085582
Path 14 | total_timesteps 184.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.618635437881874
Path 15 | total_timesteps 204.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.619847328244274
Path 16 | total_timesteps 223.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.621566632756867
Path 17 | total_timesteps 240.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.623792577529231
Path 18 | total_timesteps 263.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.622459349593496
Path 19 | total_timesteps 276.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.619603859827324
Path 20 | total_timesteps 286.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.616243654822336
Path 21 | total_timesteps 293.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.613901572805682
Path 22 | total_timesteps 301.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.615618661257606
Path 23 | total_timesteps 324.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.61226558540294
Path 24 | total_timesteps 332.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.609929078014185
Path 25 | total_timesteps 345.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.605569620253165
Path 26 | total_timesteps 353.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.603238866396762
Path 27 | total_timesteps 365.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.603945371775417
Path 28 | total_timesteps 379.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.600606673407482
Path 29 | total_timesteps 386.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.598787266296108
Path 30 | total_timesteps 397.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.596969696969698
Path 31 | total_timesteps 406.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.597677940434124
Path 32 | total_timesteps 423.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.597376387487387
Path 33 | total_timesteps 435.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.596570852244074
Path 34 | total_timesteps 446.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.596270161290322
Path 35 | total_timesteps 460.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.593954659949622
Path 36 | total_timesteps 471.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.593152064451159
Path 37 | total_timesteps 487.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.594363361852038
Path 38 | total_timesteps 503.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.593561368209256
Path 39 | total_timesteps 515.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.591251885369532
Path 40 | total_timesteps 524.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.589949748743718
Path 41 | total_timesteps 538.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.58663987945756
Path 42 | total_timesteps 545.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.58785140562249
Path 43 | total_timesteps 569.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.587556447566483
Path 44 | total_timesteps 583.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.590270812437312
Path 45 | total_timesteps 608.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.588471177944863
Path 46 | total_timesteps 617.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.587174348697395
Path 47 | total_timesteps 629.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.59038557836755
Path 48 | total_timesteps 650.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.58908908908909
Path 49 | total_timesteps 662.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.593296648324163
Path 50 | total_timesteps 688.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.591
Path 51 | total_timesteps 698.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.590704647676162
Path 52 | total_timesteps 715.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.592407592407593
Path 53 | total_timesteps 734.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.589615576635047
Path 54 | total_timesteps 742.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.58682634730539
Path 55 | total_timesteps 751.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.583042394014962
Path 56 | total_timesteps 759.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.582751744765703
Path 57 | total_timesteps 774.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.582959641255606
Path 58 | total_timesteps 793.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.581673306772908
Path 59 | total_timesteps 810.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.582379293180686
Path 60 | total_timesteps 832.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.57960199004975
Path 61 | total_timesteps 840.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.580805569368474
Path 62 | total_timesteps 861.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.58051689860835
Path 63 | total_timesteps 877.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.577744659711874
Path 64 | total_timesteps 885.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.576464746772592
Path 65 | total_timesteps 896.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.574689826302729
Path 66 | total_timesteps 909.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.571428571428571
Path 67 | total_timesteps 918.
number of affinization with epsilon = 3 is 2
average number of affinization = 11.566683192860685
Path 68 | total_timesteps 926.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.56392467789891
Path 69 | total_timesteps 934.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.563150074294205
Path 70 | total_timesteps 947.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.562871287128713
Path 71 | total_timesteps 961.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.563087580405739
Path 72 | total_timesteps 977.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.566765578635016
Path 73 | total_timesteps 1002.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.564508156203658
Path 74 | total_timesteps 1012.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.564723320158103
Path 75 | total_timesteps 1028.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.562962962962963
Path 76 | total_timesteps 1040.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.563178677196445
Path 77 | total_timesteps 1054.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.559447459299458
Path 78 | total_timesteps 1063.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.557199211045365
Path 79 | total_timesteps 1077.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.557417447018235
Path 80 | total_timesteps 1092.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.554679802955665
Path 81 | total_timesteps 1100.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.554899064500246
Path 82 | total_timesteps 1116.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.552657480314961
Path 83 | total_timesteps 1128.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.551401869158878
Path 84 | total_timesteps 1139.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.548672566371682
Path 85 | total_timesteps 1149.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.546928746928748
Path 86 | total_timesteps 1161.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.544695481335953
Path 87 | total_timesteps 1170.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.544918998527246
Path 88 | total_timesteps 1189.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.543670264965652
Path 89 | total_timesteps 1202.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.540951446787641
Path 90 | total_timesteps 1212.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.538725490196079
Path 91 | total_timesteps 1224.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.536501714845663
Path 92 | total_timesteps 1232.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.532321253672869
Path 93 | total_timesteps 1239.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.533039647577093
Path 94 | total_timesteps 1256.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.530332681017612
Path 95 | total_timesteps 1267.
number of affinization with epsilon = 3 is 2
average number of affinization = 11.525672371638143
Path 96 | total_timesteps 1276.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.525415444770283
Path 97 | total_timesteps 1292.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.526135808500245
Path 98 | total_timesteps 1312.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.52490234375
Path 99 | total_timesteps 1324.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.527086383601757
Path 100 | total_timesteps 1343.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.525853658536585
Path 101 | total_timesteps 1354.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.528522671867382
Path 102 | total_timesteps 1376.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.527777777777779
Path 103 | total_timesteps 1389.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.529469069654164
Path 104 | total_timesteps 1406.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.535053554040896
Path 105 | total_timesteps 1432.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.534793187347931
Path 106 | total_timesteps 1448.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.532101167315176
Path 107 | total_timesteps 1457.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.53184248906174
Path 108 | total_timesteps 1471.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.529640427599611
Path 109 | total_timesteps 1483.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.52986886838271
Path 110 | total_timesteps 1500.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.532038834951456
Path 111 | total_timesteps 1521.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.529839883551674
Path 112 | total_timesteps 1532.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.526673132880699
Path 113 | total_timesteps 1541.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.523994183228309
Path 114 | total_timesteps 1551.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.52374031007752
Path 115 | total_timesteps 1565.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.523970944309927
Path 116 | total_timesteps 1580.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.520329138431752
Path 117 | total_timesteps 1587.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.518626028059991
Path 118 | total_timesteps 1596.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.520309477756287
Path 119 | total_timesteps 1615.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.519574673755438
Path 120 | total_timesteps 1626.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.519323671497585
Path 121 | total_timesteps 1642.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.517141477547078
Path 122 | total_timesteps 1652.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.514478764478765
Path 123 | total_timesteps 1661.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.512783405692234
Path 124 | total_timesteps 1671.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.513982642237222
Path 125 | total_timesteps 1688.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.516144578313254
Path 126 | total_timesteps 1712.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.517822736030828
Path 127 | total_timesteps 1732.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.516129032258064
Path 128 | total_timesteps 1744.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.512993262752646
Path 129 | total_timesteps 1752.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.51082251082251
Path 130 | total_timesteps 1761.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.507211538461538
Path 131 | total_timesteps 1769.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.507448342143201
Path 132 | total_timesteps 1785.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.50480307396734
Path 133 | total_timesteps 1794.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.502640422467595
Path 134 | total_timesteps 1804.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.501919385796546
Path 135 | total_timesteps 1817.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.498800959232614
Path 136 | total_timesteps 1827.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.497603068072866
Path 137 | total_timesteps 1838.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.49784379492094
Path 138 | total_timesteps 1853.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.496647509578544
Path 139 | total_timesteps 1866.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.493537577788416
Path 140 | total_timesteps 1874.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.492344497607656
Path 141 | total_timesteps 1885.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.491630798660928
Path 142 | total_timesteps 1897.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.494263862332696
Path 143 | total_timesteps 1917.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.493549928332538
Path 144 | total_timesteps 1929.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.49235912129895
Path 145 | total_timesteps 1940.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.489260143198091
Path 146 | total_timesteps 1948.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.485687022900763
Path 147 | total_timesteps 1956.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.483547925608011
Path 148 | total_timesteps 1969.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.48188751191611
Path 149 | total_timesteps 1979.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.483087184373511
Path 150 | total_timesteps 1997.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.482380952380952
Path 151 | total_timesteps 2013.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.478343645882912
Path 152 | total_timesteps 2022.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.475261655566127
Path 153 | total_timesteps 2031.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.476462196861625
Path 154 | total_timesteps 2049.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.473859315589353
Path 155 | total_timesteps 2056.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.47125890736342
Path 156 | total_timesteps 2064.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.470560303893636
Path 157 | total_timesteps 2078.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.46891314665401
Path 158 | total_timesteps 2088.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.47011385199241
Path 159 | total_timesteps 2104.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.466571834992887
Path 160 | total_timesteps 2110.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.464928909952606
Path 161 | total_timesteps 2123.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.463761250592137
Path 162 | total_timesteps 2135.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.464962121212121
Path 163 | total_timesteps 2152.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.464268812115476
Path 164 | total_timesteps 2163.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.467833491012298
Path 165 | total_timesteps 2188.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.46855791962175
Path 166 | total_timesteps 2207.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.467391304347826
Path 167 | total_timesteps 2220.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.465753424657533
Path 168 | total_timesteps 2234.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.462700661000945
Path 169 | total_timesteps 2242.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.461066540821141
Path 170 | total_timesteps 2254.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.458490566037735
Path 171 | total_timesteps 2263.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.45921735030646
Path 172 | total_timesteps 2279.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.45617342130066
Path 173 | total_timesteps 2287.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.453603391427226
Path 174 | total_timesteps 2295.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.455743879472694
Path 175 | total_timesteps 2315.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.45270588235294
Path 176 | total_timesteps 2323.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.450611476952023
Path 177 | total_timesteps 2332.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.446638457921956
Path 178 | total_timesteps 2340.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.446898496240602
Path 179 | total_timesteps 2355.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.442930953499296
Path 180 | total_timesteps 2363.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.44037558685446
Path 181 | total_timesteps 2373.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.438761145002346
Path 182 | total_timesteps 2385.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.436210131332082
Path 183 | total_timesteps 2393.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.433192686357243
Path 184 | total_timesteps 2401.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.430646672914714
Path 185 | total_timesteps 2409.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.428103044496487
Path 186 | total_timesteps 2420.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.428838951310862
Path 187 | total_timesteps 2436.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.42536265793168
Path 188 | total_timesteps 2442.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.422357343311505
Path 189 | total_timesteps 2452.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.419354838709678
Path 190 | total_timesteps 2462.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.417289719626169
Path 191 | total_timesteps 2474.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.416627744044838
Path 192 | total_timesteps 2488.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.415499533146592
Path 193 | total_timesteps 2500.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.41250583294447
Path 194 | total_timesteps 2508.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.410914179104477
Path 195 | total_timesteps 2519.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.411188811188811
Path 196 | total_timesteps 2534.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.408201304753028
Path 197 | total_timesteps 2544.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.412203074056823
Path 198 | total_timesteps 2569.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.410614525139664
Path 199 | total_timesteps 2582.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.40949278734295
Path 200 | total_timesteps 2594.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.408372093023257
Path 201 | total_timesteps 2606.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.405857740585773
Path 202 | total_timesteps 2617.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.403345724907064
Path 203 | total_timesteps 2625.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.399907106363214
Path 204 | total_timesteps 2634.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.401114206128133
Path 205 | total_timesteps 2654.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.4
Path 206 | total_timesteps 2666.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.398423005565864
Path 207 | total_timesteps 2676.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.397774687065368
Path 208 | total_timesteps 2690.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.395273401297498
Path 209 | total_timesteps 2700.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.393700787401574
Path 210 | total_timesteps 2710.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.391203703703704
Path 211 | total_timesteps 2719.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.388246182322998
Path 212 | total_timesteps 2726.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.390379278445883
Path 213 | total_timesteps 2749.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.387424872861766
Path 214 | total_timesteps 2757.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.38724584103512
Path 215 | total_timesteps 2773.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.384295612009238
Path 216 | total_timesteps 2783.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.38365650969529
Path 217 | total_timesteps 2795.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.382556529764651
Path 218 | total_timesteps 2808.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.381918819188192
Path 219 | total_timesteps 2819.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.380820654679576
Path 220 | total_timesteps 2831.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.378801843317973
Path 221 | total_timesteps 2841.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.376784891754951
Path 222 | total_timesteps 2851.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.375230202578269
Path 223 | total_timesteps 2867.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.37689829728486
Path 224 | total_timesteps 2885.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.37672493100276
Path 225 | total_timesteps 2898.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.374252873563218
Path 226 | total_timesteps 2908.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.371783088235293
Path 227 | total_timesteps 2917.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.369774919614148
Path 228 | total_timesteps 2926.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.368686868686869
Path 229 | total_timesteps 2938.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.368976594768242
Path 230 | total_timesteps 2959.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.36559633027523
Path 231 | total_timesteps 2969.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.362219165520404
Path 232 | total_timesteps 2976.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.361594867094409
Path 233 | total_timesteps 2987.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.35822262940907
Path 234 | total_timesteps 2995.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.356227106227106
Path 235 | total_timesteps 3006.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.354691075514873
Path 236 | total_timesteps 3017.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.35224153705398
Path 237 | total_timesteps 3026.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.354366712391403
Path 238 | total_timesteps 3050.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.356489945155394
Path 239 | total_timesteps 3074.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.359524897213339
Path 240 | total_timesteps 3096.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.35890410958904
Path 241 | total_timesteps 3110.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.35965312642629
Path 242 | total_timesteps 3127.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.357664233576642
Path 243 | total_timesteps 3136.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.355221158230734
Path 244 | total_timesteps 3144.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.356426618049225
Path 245 | total_timesteps 3161.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.358997722095673
Path 246 | total_timesteps 3180.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.360655737704919
Path 247 | total_timesteps 3198.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.36049157942649
Path 248 | total_timesteps 3215.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.361692447679708
Path 249 | total_timesteps 3232.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.361527967257844
Path 250 | total_timesteps 3248.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.364545454545455
Path 251 | total_timesteps 3270.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.365288505224898
Path 252 | total_timesteps 3284.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.36330608537693
Path 253 | total_timesteps 3297.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.360417612346799
Path 254 | total_timesteps 3303.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.357078039927405
Path 255 | total_timesteps 3313.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.353741496598639
Path 256 | total_timesteps 3320.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.35312783318223
Path 257 | total_timesteps 3334.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.351608518350702
Path 258 | total_timesteps 3344.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.349184782608695
Path 259 | total_timesteps 3352.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.349026708918062
Path 260 | total_timesteps 3369.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.34977375565611
Path 261 | total_timesteps 3384.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.349163274536409
Path 262 | total_timesteps 3400.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.347197106690778
Path 263 | total_timesteps 3410.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.348395842747403
Path 264 | total_timesteps 3431.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.347786811201445
Path 265 | total_timesteps 3445.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.345823927765236
Path 266 | total_timesteps 3457.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.344765342960288
Path 267 | total_timesteps 3469.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.343256653134867
Path 268 | total_timesteps 3478.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.34355275022543
Path 269 | total_timesteps 3491.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.341144659756647
Path 270 | total_timesteps 3508.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.340540540540541
Path 271 | total_timesteps 3521.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.339036470058533
Path 272 | total_timesteps 3531.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.336183618361837
Path 273 | total_timesteps 3538.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.333333333333334
Path 274 | total_timesteps 3549.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.33228417266187
Path 275 | total_timesteps 3561.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.332134831460674
Path 276 | total_timesteps 3575.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.331087151841869
Path 277 | total_timesteps 3587.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.330489447687471
Path 278 | total_timesteps 3601.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.329443447037702
Path 279 | total_timesteps 3614.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.328398384925976
Path 280 | total_timesteps 3625.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.32780269058296
Path 281 | total_timesteps 3637.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.32765575974899
Path 282 | total_timesteps 3655.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.327060931899641
Path 283 | total_timesteps 3669.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.325570980743395
Path 284 | total_timesteps 3681.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.327663384064458
Path 285 | total_timesteps 3704.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.325279642058165
Path 286 | total_timesteps 3715.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.323792486583184
Path 287 | total_timesteps 3728.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.321412606168977
Path 288 | total_timesteps 3739.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.319928507596067
Path 289 | total_timesteps 3750.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.317552478785172
Path 290 | total_timesteps 3759.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.315178571428572
Path 291 | total_timesteps 3767.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.3128067826863
Path 292 | total_timesteps 3775.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.309545049063336
Path 293 | total_timesteps 3784.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.309407044137316
Path 294 | total_timesteps 3796.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.311051693404634
Path 295 | total_timesteps 3816.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.310467706013362
Path 296 | total_timesteps 3830.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.311219946571683
Path 297 | total_timesteps 3847.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.311971517578995
Path 298 | total_timesteps 3864.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.311387900355871
Path 299 | total_timesteps 3880.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.310804802134282
Path 300 | total_timesteps 3895.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.312888888888889
Path 301 | total_timesteps 3914.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.310528653931586
Path 302 | total_timesteps 3921.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.306838365896981
Path 303 | total_timesteps 3932.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.304039059032402
Path 304 | total_timesteps 3941.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.300354924578526
Path 305 | total_timesteps 3951.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.299334811529933
Path 306 | total_timesteps 3963.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.300531914893616
Path 307 | total_timesteps 3981.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.302171023482499
Path 308 | total_timesteps 3999.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.302922940655447
Path 309 | total_timesteps 4014.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.300132802124834
Path 310 | total_timesteps 4022.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.297345132743363
Path 311 | total_timesteps 4028.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.298098186643077
Path 312 | total_timesteps 4046.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.296198054818744
Path 313 | total_timesteps 4055.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.294299602297835
Path 314 | total_timesteps 4068.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.2910777385159
Path 315 | total_timesteps 4075.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.28962472406181
Path 316 | total_timesteps 4086.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.28729037952339
Path 317 | total_timesteps 4096.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.285399205999118
Path 318 | total_timesteps 4106.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.28747795414462
Path 319 | total_timesteps 4123.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.285588364918466
Path 320 | total_timesteps 4132.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.285022026431719
Path 321 | total_timesteps 4147.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.283135182738881
Path 322 | total_timesteps 4155.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.284330985915492
Path 323 | total_timesteps 4172.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.2846458424989
Path 324 | total_timesteps 4186.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.283201407211962
Path 325 | total_timesteps 4197.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.28043956043956
Path 326 | total_timesteps 4205.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.280316344463971
Path 327 | total_timesteps 4220.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.280632411067193
Path 328 | total_timesteps 4237.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.280070237050044
Path 329 | total_timesteps 4250.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.279069767441861
Path 330 | total_timesteps 4266.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.281140350877193
Path 331 | total_timesteps 4287.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.279701885138097
Path 332 | total_timesteps 4298.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.278702892199824
Path 333 | total_timesteps 4311.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.276390713972843
Path 334 | total_timesteps 4320.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.27276707530648
Path 335 | total_timesteps 4326.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.270459518599562
Path 336 | total_timesteps 4335.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.268153980752405
Path 337 | total_timesteps 4342.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.264975951027546
Path 338 | total_timesteps 4348.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.263548951048952
Path 339 | total_timesteps 4359.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.26430755788554
Path 340 | total_timesteps 4376.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.262008733624453
Path 341 | total_timesteps 4387.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.262330859886513
Path 342 | total_timesteps 4403.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.261343804537521
Path 343 | total_timesteps 4415.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.25861317051897
Path 344 | total_timesteps 4424.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.258064516129032
Path 345 | total_timesteps 4437.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.258823529411766
Path 346 | total_timesteps 4453.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.258710801393729
Path 347 | total_timesteps 4465.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.256856769699608
Path 348 | total_timesteps 4475.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.255004351610095
Path 349 | total_timesteps 4483.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.257938234014789
Path 350 | total_timesteps 4505.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.256521739130434
Path 351 | total_timesteps 4516.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.255106475445459
Path 352 | total_timesteps 4529.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.255430060816682
Path 353 | total_timesteps 4545.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.254884932696482
Path 354 | total_timesteps 4563.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.25390625
Path 355 | total_timesteps 4581.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.255097613882864
Path 356 | total_timesteps 4598.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.25498699045967
Path 357 | total_timesteps 4611.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.253576072821847
Path 358 | total_timesteps 4623.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.2551993067591
Path 359 | total_timesteps 4640.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.25249025552187
Path 360 | total_timesteps 4648.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.24978354978355
Path 361 | total_timesteps 4655.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.249242752055387
Path 362 | total_timesteps 4666.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.2469723183391
Path 363 | total_timesteps 4679.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.246433203631646
Path 364 | total_timesteps 4693.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.243733794295592
Path 365 | total_timesteps 4700.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.243196544276458
Path 366 | total_timesteps 4713.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.244818652849741
Path 367 | total_timesteps 4733.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.241260250323695
Path 368 | total_timesteps 4742.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.23899913718723
Path 369 | total_timesteps 4750.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.235877533419577
Path 370 | total_timesteps 4758.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.234051724137931
Path 371 | total_timesteps 4768.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.233089185695821
Path 372 | total_timesteps 4778.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.23083548664944
Path 373 | total_timesteps 4787.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.229444683598794
Path 374 | total_timesteps 4800.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.230636833046471
Path 375 | total_timesteps 4818.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.230537634408602
Path 376 | total_timesteps 4834.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.230438521066208
Path 377 | total_timesteps 4846.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.228620541469704
Path 378 | total_timesteps 4857.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.228951890034365
Path 379 | total_timesteps 4875.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.227994847574067
Path 380 | total_timesteps 4886.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.227896995708155
Path 381 | total_timesteps 4903.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.227799227799228
Path 382 | total_timesteps 4916.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.225128644939966
Path 383 | total_timesteps 4926.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.222460351478782
Path 384 | total_timesteps 4933.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.22107969151671
Path 385 | total_timesteps 4943.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.217558886509636
Path 386 | total_timesteps 4951.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.215753424657533
Path 387 | total_timesteps 4962.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.215233204963628
Path 388 | total_timesteps 4978.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.21300256629598
Path 389 | total_timesteps 4987.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.211628901239846
Path 390 | total_timesteps 4998.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.21111111111111
Path 391 | total_timesteps 5011.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.211020931225972
Path 392 | total_timesteps 5027.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.210503842869343
Path 393 | total_timesteps 5041.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.209133589415279
Path 394 | total_timesteps 5051.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.209470989761092
Path 395 | total_timesteps 5069.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.211940298507463
Path 396 | total_timesteps 5092.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.20843989769821
Path 397 | total_timesteps 5101.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.205794631444396
Path 398 | total_timesteps 5109.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.202725724020443
Path 399 | total_timesteps 5115.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.201787994891443
Path 400 | total_timesteps 5128.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.201702127659575
Path 401 | total_timesteps 5142.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.1999149298171
Path 402 | total_timesteps 5150.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.197704081632653
Path 403 | total_timesteps 5158.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.19507012324692
Path 404 | total_timesteps 5165.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.194562446898896
Path 405 | total_timesteps 5179.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.19660297239915
Path 406 | total_timesteps 5203.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.19609507640068
Path 407 | total_timesteps 5217.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.193890538820535
Path 408 | total_timesteps 5228.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.19423240033927
Path 409 | total_timesteps 5245.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.194573972022043
Path 410 | total_timesteps 5261.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.194491525423729
Path 411 | total_timesteps 5275.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.192714951291826
Path 412 | total_timesteps 5284.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.191786621507198
Path 413 | total_timesteps 5298.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.191705459162081
Path 414 | total_timesteps 5313.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.191201353637902
Path 415 | total_timesteps 5332.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.190274841437633
Path 416 | total_timesteps 5346.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.190194420963651
Path 417 | total_timesteps 5362.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.190114068441064
Path 418 | total_timesteps 5382.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.191722972972974
Path 419 | total_timesteps 5399.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.193752638243986
Path 420 | total_timesteps 5419.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.192405063291138
Path 421 | total_timesteps 5431.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.189371573175874
Path 422 | total_timesteps 5441.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.187183811129849
Path 423 | total_timesteps 5452.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.184155077960387
Path 424 | total_timesteps 5461.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.186604886267903
Path 425 | total_timesteps 5485.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.186105263157895
Path 426 | total_timesteps 5496.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.182659932659933
Path 427 | total_timesteps 5507.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.181741691207405
Path 428 | total_timesteps 5520.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.182085786375104
Path 429 | total_timesteps 5540.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.180748213535098
Path 430 | total_timesteps 5553.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.180252100840336
Path 431 | total_timesteps 5565.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.178496430071398
Path 432 | total_timesteps 5577.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.175902602854745
Path 433 | total_timesteps 5585.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.173310952580781
Path 434 | total_timesteps 5594.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.172818791946309
Path 435 | total_timesteps 5609.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.169811320754716
Path 436 | total_timesteps 5618.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.168901927912826
Path 437 | total_timesteps 5633.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.166736489317135
Path 438 | total_timesteps 5642.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.166666666666666
Path 439 | total_timesteps 5655.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.166596902469653
Path 440 | total_timesteps 5674.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.164435146443514
Path 441 | total_timesteps 5682.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.166457549142619
Path 442 | total_timesteps 5702.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.167224080267559
Path 443 | total_timesteps 5720.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.167572085248642
Path 444 | total_timesteps 5737.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.169590643274853
Path 445 | total_timesteps 5758.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.169937369519833
Path 446 | total_timesteps 5774.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.16736227045075
Path 447 | total_timesteps 5782.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.16854401335002
Path 448 | total_timesteps 5802.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.166805671392828
Path 449 | total_timesteps 5811.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.164235097957482
Path 450 | total_timesteps 5823.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.162916666666666
Path 451 | total_timesteps 5836.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.163681799250313
Path 452 | total_timesteps 5853.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.162364696086595
Path 453 | total_timesteps 5864.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.162713275072825
Path 454 | total_timesteps 5880.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.165973377703827
Path 455 | total_timesteps 5902.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.167983367983368
Path 456 | total_timesteps 5924.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.169160432252701
Path 457 | total_timesteps 5939.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.167428334025757
Path 458 | total_timesteps 5948.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.170265780730897
Path 459 | total_timesteps 5972.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.16936488169365
Path 460 | total_timesteps 5983.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.166390041493775
Path 461 | total_timesteps 5991.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.16507673164662
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.33    |
| Iteration     | 5        |
| MaximumReturn | 3.43     |
| MinimumReturn | -19.9    |
| TotalSamples  | 28032    |
----------------------------
itr #6 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.020145969465374947
Validation loss = 0.018850598484277725
Validation loss = 0.017131494358181953
Validation loss = 0.018831992521882057
Validation loss = 0.01781402714550495
Validation loss = 0.017365891486406326
Validation loss = 0.017353886738419533
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.025455038994550705
Validation loss = 0.017695851624011993
Validation loss = 0.016750400885939598
Validation loss = 0.01712561957538128
Validation loss = 0.016892578452825546
Validation loss = 0.01739603467285633
Validation loss = 0.017109787091612816
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.164179104477611
Path 1 | total_timesteps 10.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.161624533775383
Path 2 | total_timesteps 18.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.159486329743165
Path 3 | total_timesteps 25.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.159006211180124
Path 4 | total_timesteps 37.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.157284768211921
Path 5 | total_timesteps 45.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.158047165908151
Path 6 | total_timesteps 61.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.156327543424318
Path 7 | total_timesteps 69.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.15584952459694
Path 8 | total_timesteps 82.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.152892561983471
Path 9 | total_timesteps 90.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.149524989673688
Path 10 | total_timesteps 96.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.147811725846408
Path 11 | total_timesteps 108.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.146512587701197
Path 12 | total_timesteps 118.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.143564356435643
Path 13 | total_timesteps 126.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.142680412371133
Path 14 | total_timesteps 137.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.142209398186315
Path 15 | total_timesteps 150.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.145859085290482
Path 16 | total_timesteps 178.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.144151565074136
Path 17 | total_timesteps 186.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.142033758748456
Path 18 | total_timesteps 194.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.141975308641975
Path 19 | total_timesteps 211.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.13944878650761
Path 20 | total_timesteps 221.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.13733552631579
Path 21 | total_timesteps 232.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.135635018495684
Path 22 | total_timesteps 243.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.135990139687756
Path 23 | total_timesteps 258.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.136344969199179
Path 24 | total_timesteps 274.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.13423645320197
Path 25 | total_timesteps 282.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.133360689372179
Path 26 | total_timesteps 298.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.134126333059886
Path 27 | total_timesteps 316.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.133251332513325
Path 28 | total_timesteps 326.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.135245901639344
Path 29 | total_timesteps 347.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.133551823023351
Path 30 | total_timesteps 359.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.131859131859132
Path 31 | total_timesteps 369.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.131395824805567
Path 32 | total_timesteps 383.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.131751227495908
Path 33 | total_timesteps 397.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.129652351738242
Path 34 | total_timesteps 409.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.127146361406378
Path 35 | total_timesteps 419.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.125459746628525
Path 36 | total_timesteps 429.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.12295751633987
Path 37 | total_timesteps 437.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.121682319314006
Path 38 | total_timesteps 446.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.120816326530612
Path 39 | total_timesteps 456.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.117911056711547
Path 40 | total_timesteps 465.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.117047308319739
Path 41 | total_timesteps 475.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.120668569099063
Path 42 | total_timesteps 497.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.118581907090464
Path 43 | total_timesteps 506.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.117718940936864
Path 44 | total_timesteps 520.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.116449511400651
Path 45 | total_timesteps 529.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.115181115181116
Path 46 | total_timesteps 541.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.117575264442637
Path 47 | total_timesteps 566.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.117120780805205
Path 48 | total_timesteps 579.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.115040650406504
Path 49 | total_timesteps 586.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.11214953271028
Path 50 | total_timesteps 593.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.110073111291634
Path 51 | total_timesteps 601.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.108404384896467
Path 52 | total_timesteps 613.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.11038961038961
Path 53 | total_timesteps 633.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.108316430020285
Path 54 | total_timesteps 641.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.110300081103
Path 55 | total_timesteps 663.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.108633968382652
Path 56 | total_timesteps 677.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.109400324149108
Path 57 | total_timesteps 694.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.108140947752126
Path 58 | total_timesteps 704.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.108097165991904
Path 59 | total_timesteps 718.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.107244030756778
Path 60 | total_timesteps 733.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.105177993527509
Path 61 | total_timesteps 745.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.102709260008087
Path 62 | total_timesteps 757.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.10064672594988
Path 63 | total_timesteps 766.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.09939393939394
Path 64 | total_timesteps 775.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.098142164781907
Path 65 | total_timesteps 786.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.102543399273314
Path 66 | total_timesteps 813.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.099677158999192
Path 67 | total_timesteps 823.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.10004033884631
Path 68 | total_timesteps 842.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.09758064516129
Path 69 | total_timesteps 849.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.096735187424425
Path 70 | total_timesteps 863.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.094681708299758
Path 71 | total_timesteps 874.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.091824405960532
Path 72 | total_timesteps 881.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.089774557165862
Path 73 | total_timesteps 891.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.088531187122737
Path 74 | total_timesteps 901.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.085679806918744
Path 75 | total_timesteps 910.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.083232810615199
Path 76 | total_timesteps 917.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.083601286173634
Path 77 | total_timesteps 932.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.08437123342708
Path 78 | total_timesteps 952.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.083534136546184
Path 79 | total_timesteps 966.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.081493376154155
Path 80 | total_timesteps 976.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.081861958266453
Path 81 | total_timesteps 995.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.079823505816286
Path 82 | total_timesteps 1003.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.079390537289495
Path 83 | total_timesteps 1021.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.080160320641282
Path 84 | total_timesteps 1037.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.083333333333334
Path 85 | total_timesteps 1063.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.080897076491791
Path 86 | total_timesteps 1070.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.080464371497198
Path 87 | total_timesteps 1082.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.081232492997199
Path 88 | total_timesteps 1101.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.0812
Path 89 | total_timesteps 1116.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.07876849260296
Path 90 | total_timesteps 1125.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.07673860911271
Path 91 | total_timesteps 1133.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.078306032760688
Path 92 | total_timesteps 1153.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.076277955271566
Path 93 | total_timesteps 1163.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.073852295409182
Path 94 | total_timesteps 1171.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.072625698324023
Path 95 | total_timesteps 1182.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.07179896290387
Path 96 | total_timesteps 1193.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.069377990430622
Path 97 | total_timesteps 1203.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.067357512953368
Path 98 | total_timesteps 1212.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.066932270916334
Path 99 | total_timesteps 1224.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.068100358422939
Path 100 | total_timesteps 1242.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.070461783439491
Path 101 | total_timesteps 1265.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.070433744528453
Path 102 | total_timesteps 1281.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.068416865552903
Path 103 | total_timesteps 1289.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.066401590457257
Path 104 | total_timesteps 1298.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.065182829888712
Path 105 | total_timesteps 1310.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.0647596344855
Path 106 | total_timesteps 1322.
number of affinization with epsilon = 3 is 2
average number of affinization = 11.061159650516283
Path 107 | total_timesteps 1329.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.059547439460104
Path 108 | total_timesteps 1339.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.057142857142857
Path 109 | total_timesteps 1347.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.058310194367314
Path 110 | total_timesteps 1366.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.057494052339413
Path 111 | total_timesteps 1379.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.056678557273088
Path 112 | total_timesteps 1395.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.054675118858954
Path 113 | total_timesteps 1404.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.053465346534653
Path 114 | total_timesteps 1415.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.051464766429136
Path 115 | total_timesteps 1425.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.050652948159874
Path 116 | total_timesteps 1437.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.04865506329114
Path 117 | total_timesteps 1446.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.047844998022933
Path 118 | total_timesteps 1456.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.04703557312253
Path 119 | total_timesteps 1467.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.045041485578823
Path 120 | total_timesteps 1476.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.046208530805687
Path 121 | total_timesteps 1497.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.045400710619818
Path 122 | total_timesteps 1513.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.04301499605367
Path 123 | total_timesteps 1524.
number of affinization with epsilon = 3 is 2
average number of affinization = 11.039447731755423
Path 124 | total_timesteps 1531.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.040220820189274
Path 125 | total_timesteps 1545.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.039022467481278
Path 126 | total_timesteps 1555.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.040583136327816
Path 127 | total_timesteps 1575.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.041354864119732
Path 128 | total_timesteps 1593.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.04015748031496
Path 129 | total_timesteps 1604.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.03935458480913
Path 130 | total_timesteps 1619.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.038158929976397
Path 131 | total_timesteps 1630.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.035391270153362
Path 132 | total_timesteps 1638.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.033018867924529
Path 133 | total_timesteps 1644.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.03064833005894
Path 134 | total_timesteps 1655.
number of affinization with epsilon = 3 is 2
average number of affinization = 11.027101335428123
Path 135 | total_timesteps 1662.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.02826855123675
Path 136 | total_timesteps 1678.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.026687598116169
Path 137 | total_timesteps 1687.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.028246371125931
Path 138 | total_timesteps 1715.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.02627450980392
Path 139 | total_timesteps 1723.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.02469619756958
Path 140 | total_timesteps 1731.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.023902821316614
Path 141 | total_timesteps 1744.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.023501762632197
Path 142 | total_timesteps 1757.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.021534847298355
Path 143 | total_timesteps 1766.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.020743639921722
Path 144 | total_timesteps 1777.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.018779342723004
Path 145 | total_timesteps 1788.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.017598748533437
Path 146 | total_timesteps 1801.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.016028146989836
Path 147 | total_timesteps 1811.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.017194216490816
Path 148 | total_timesteps 1831.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.0171875
Path 149 | total_timesteps 1846.
number of affinization with epsilon = 3 is 2
average number of affinization = 11.013666536509175
Path 150 | total_timesteps 1853.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.012099921935988
Path 151 | total_timesteps 1864.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.009364026531408
Path 152 | total_timesteps 1874.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.007410296411857
Path 153 | total_timesteps 1885.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.007407407407408
Path 154 | total_timesteps 1900.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.00701480904131
Path 155 | total_timesteps 1916.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.005843396961433
Path 156 | total_timesteps 1927.
number of affinization with epsilon = 3 is 3
average number of affinization = 11.00272585669782
Path 157 | total_timesteps 1935.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.00116776956014
Path 158 | total_timesteps 1945.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.00272373540856
Path 159 | total_timesteps 1966.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.003500583430572
Path 160 | total_timesteps 1984.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.001166407465007
Path 161 | total_timesteps 1993.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.99844539448115
Path 162 | total_timesteps 2004.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.997280497280498
Path 163 | total_timesteps 2016.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.995339805825243
Path 164 | total_timesteps 2023.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.995341614906833
Path 165 | total_timesteps 2038.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.993791230112533
Path 166 | total_timesteps 2048.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.991854150504267
Path 167 | total_timesteps 2055.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.989918573090344
Path 168 | total_timesteps 2063.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.987209302325581
Path 169 | total_timesteps 2070.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.985277024409143
Path 170 | total_timesteps 2079.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.984895429899304
Path 171 | total_timesteps 2092.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.985288424312815
Path 172 | total_timesteps 2111.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.98219814241486
Path 173 | total_timesteps 2120.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.980657640232108
Path 174 | total_timesteps 2129.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.981825212683681
Path 175 | total_timesteps 2148.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.982218786238887
Path 176 | total_timesteps 2161.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.979134466769706
Path 177 | total_timesteps 2168.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.979142526071842
Path 178 | total_timesteps 2182.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.977220077220077
Path 179 | total_timesteps 2191.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.976842917792359
Path 180 | total_timesteps 2207.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.977237654320987
Path 181 | total_timesteps 2222.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.974932510605477
Path 182 | total_timesteps 2230.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.974171164225135
Path 183 | total_timesteps 2246.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.972254335260116
Path 184 | total_timesteps 2254.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.9711093990755
Path 185 | total_timesteps 2264.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.970350404312669
Path 186 | total_timesteps 2275.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.969976905311778
Path 187 | total_timesteps 2288.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.967295113505195
Path 188 | total_timesteps 2295.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.968461538461538
Path 189 | total_timesteps 2313.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.968089196462898
Path 190 | total_timesteps 2328.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.968870099923135
Path 191 | total_timesteps 2348.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.967345370726086
Path 192 | total_timesteps 2357.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.96505376344086
Path 193 | total_timesteps 2367.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.96506717850288
Path 194 | total_timesteps 2382.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.963929393706831
Path 195 | total_timesteps 2396.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.962792481779823
Path 196 | total_timesteps 2406.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.960889570552148
Path 197 | total_timesteps 2416.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.961287849750862
Path 198 | total_timesteps 2429.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.962835249042145
Path 199 | total_timesteps 2449.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.961317502872463
Path 200 | total_timesteps 2457.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.962863705972435
Path 201 | total_timesteps 2477.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.962877918101798
Path 202 | total_timesteps 2489.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.961744452945677
Path 203 | total_timesteps 2499.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.959847036328872
Path 204 | total_timesteps 2506.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.956804281345565
Path 205 | total_timesteps 2512.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.954910202521972
Path 206 | total_timesteps 2520.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.952253628724216
Path 207 | total_timesteps 2531.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.951126384116074
Path 208 | total_timesteps 2543.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.951145038167938
Path 209 | total_timesteps 2557.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.951163677985502
Path 210 | total_timesteps 2571.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.950800915331808
Path 211 | total_timesteps 2588.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.948532215020968
Path 212 | total_timesteps 2595.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.948170731707316
Path 213 | total_timesteps 2611.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.946285714285715
Path 214 | total_timesteps 2620.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.946686976389946
Path 215 | total_timesteps 2634.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.945565283593453
Path 216 | total_timesteps 2643.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.944444444444445
Path 217 | total_timesteps 2652.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.94636744009129
Path 218 | total_timesteps 2676.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.945627376425856
Path 219 | total_timesteps 2688.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.945648042569365
Path 220 | total_timesteps 2707.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.943768996960486
Path 221 | total_timesteps 2716.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.943030763387771
Path 222 | total_timesteps 2728.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.940774487471526
Path 223 | total_timesteps 2737.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.942314990512333
Path 224 | total_timesteps 2754.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.940440060698027
Path 225 | total_timesteps 2764.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.93818733409177
Path 226 | total_timesteps 2772.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.937831690674754
Path 227 | total_timesteps 2785.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.934823796892763
Path 228 | total_timesteps 2791.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.934848484848485
Path 229 | total_timesteps 2807.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.934115865202575
Path 230 | total_timesteps 2818.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.932626797880394
Path 231 | total_timesteps 2829.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.933409004918653
Path 232 | total_timesteps 2849.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.931921331316188
Path 233 | total_timesteps 2859.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.930056710775048
Path 234 | total_timesteps 2867.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.929327286470144
Path 235 | total_timesteps 2877.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.92708726860597
Path 236 | total_timesteps 2884.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.92560422960725
Path 237 | total_timesteps 2894.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.924499811249529
Path 238 | total_timesteps 2907.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.92188679245283
Path 239 | total_timesteps 2914.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.921916258015843
Path 240 | total_timesteps 2927.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.920437405731523
Path 241 | total_timesteps 2936.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.921975122502827
Path 242 | total_timesteps 2956.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.92087415222306
Path 243 | total_timesteps 2967.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.921280602636536
Path 244 | total_timesteps 2983.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.922063253012048
Path 245 | total_timesteps 3000.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.92021076401957
Path 246 | total_timesteps 3012.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.920240782543265
Path 247 | total_timesteps 3025.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.918014291086875
Path 248 | total_timesteps 3033.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.917293233082706
Path 249 | total_timesteps 3047.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.914693724163849
Path 250 | total_timesteps 3056.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.91435011269722
Path 251 | total_timesteps 3068.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.912880210289147
Path 252 | total_timesteps 3078.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.911411411411411
Path 253 | total_timesteps 3087.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.909568480300187
Path 254 | total_timesteps 3102.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.90847711927982
Path 255 | total_timesteps 3113.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.90888638920135
Path 256 | total_timesteps 3129.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.908545727136431
Path 257 | total_timesteps 3140.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.907081303859123
Path 258 | total_timesteps 3151.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.905243445692884
Path 259 | total_timesteps 3160.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.903032572070385
Path 260 | total_timesteps 3169.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.903443113772456
Path 261 | total_timesteps 3185.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.902731013842125
Path 262 | total_timesteps 3195.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.900897531787583
Path 263 | total_timesteps 3202.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.899439252336448
Path 264 | total_timesteps 3212.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.898729446935725
Path 265 | total_timesteps 3224.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.899514381770638
Path 266 | total_timesteps 3244.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.899925317401046
Path 267 | total_timesteps 3260.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.897349757372154
Path 268 | total_timesteps 3267.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.896641791044775
Path 269 | total_timesteps 3278.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.894442372249161
Path 270 | total_timesteps 3286.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.892990305741984
Path 271 | total_timesteps 3295.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.891912038762579
Path 272 | total_timesteps 3309.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.891952309985097
Path 273 | total_timesteps 3324.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.894599627560522
Path 274 | total_timesteps 3348.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.8927773641102
Path 275 | total_timesteps 3356.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.893933755117231
Path 276 | total_timesteps 3374.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.89546130952381
Path 277 | total_timesteps 3392.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.892896987727779
Path 278 | total_timesteps 3399.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.894795539033458
Path 279 | total_timesteps 3416.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.892976588628763
Path 280 | total_timesteps 3427.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.892644873699851
Path 281 | total_timesteps 3440.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.891942072038619
Path 282 | total_timesteps 3453.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.89049740163326
Path 283 | total_timesteps 3462.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.889424860853433
Path 284 | total_timesteps 3473.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.890949554896142
Path 285 | total_timesteps 3492.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.89173155357805
Path 286 | total_timesteps 3511.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.890289103039288
Path 287 | total_timesteps 3520.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.891070766950723
Path 288 | total_timesteps 3535.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.891481481481481
Path 289 | total_timesteps 3552.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.891151425398
Path 290 | total_timesteps 3564.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.889341228719466
Path 291 | total_timesteps 3572.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.887532371439141
Path 292 | total_timesteps 3581.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.885724852071005
Path 293 | total_timesteps 3590.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.88354898336414
Path 294 | total_timesteps 3597.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.884331116038434
Path 295 | total_timesteps 3614.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.884743258219432
Path 296 | total_timesteps 3628.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.88367799113737
Path 297 | total_timesteps 3640.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.88298265042451
Path 298 | total_timesteps 3651.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.883394833948339
Path 299 | total_timesteps 3667.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.880855772777572
Path 300 | total_timesteps 3675.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.879793510324484
Path 301 | total_timesteps 3684.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.880943604865463
Path 302 | total_timesteps 3701.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.878776713338246
Path 303 | total_timesteps 3712.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.877348066298342
Path 304 | total_timesteps 3722.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.875552282768778
Path 305 | total_timesteps 3731.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.876334192123666
Path 306 | total_timesteps 3749.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.874908020603385
Path 307 | total_timesteps 3760.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.872747333578522
Path 308 | total_timesteps 3771.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.870220588235295
Path 309 | total_timesteps 3779.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.871003307607497
Path 310 | total_timesteps 3795.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.870315944158707
Path 311 | total_timesteps 3809.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.87330150569225
Path 312 | total_timesteps 3832.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.873715124816446
Path 313 | total_timesteps 3846.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.872293577981651
Path 314 | total_timesteps 3857.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.872340425531915
Path 315 | total_timesteps 3873.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.86945361202787
Path 316 | total_timesteps 3880.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.86766862170088
Path 317 | total_timesteps 3892.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.866617808721143
Path 318 | total_timesteps 3903.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.866300366300367
Path 319 | total_timesteps 3918.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.864884657634565
Path 320 | total_timesteps 3934.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.863836017569547
Path 321 | total_timesteps 3948.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.862056348335162
Path 322 | total_timesteps 3956.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.859546452084857
Path 323 | total_timesteps 3964.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.858135283363803
Path 324 | total_timesteps 3975.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.856359649122806
Path 325 | total_timesteps 3987.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.856412130069419
Path 326 | total_timesteps 4008.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.85536888239591
Path 327 | total_timesteps 4018.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.853961299744432
Path 328 | total_timesteps 4027.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.854379562043796
Path 329 | total_timesteps 4044.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.858080992338563
Path 330 | total_timesteps 4070.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.85776805251641
Path 331 | total_timesteps 4086.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.856726212176449
Path 332 | total_timesteps 4098.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.854591836734693
Path 333 | total_timesteps 4108.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.852823315118398
Path 334 | total_timesteps 4118.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.849963583394027
Path 335 | total_timesteps 4125.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.849654168183474
Path 336 | total_timesteps 4141.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.847525473071325
Path 337 | total_timesteps 4149.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.848308475809386
Path 338 | total_timesteps 4164.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.846181818181819
Path 339 | total_timesteps 4174.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.843693202471828
Path 340 | total_timesteps 4181.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.843023255813954
Path 341 | total_timesteps 4191.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.840537595350527
Path 342 | total_timesteps 4198.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.840232389251996
Path 343 | total_timesteps 4215.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.84174228675136
Path 344 | total_timesteps 4233.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.842162554426706
Path 345 | total_timesteps 4249.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.84076895175916
Path 346 | total_timesteps 4261.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.838651196519217
Path 347 | total_timesteps 4273.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.83798477709315
Path 348 | total_timesteps 4287.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.835144927536232
Path 349 | total_timesteps 4294.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.83448026077508
Path 350 | total_timesteps 4308.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.839608979000724
Path 351 | total_timesteps 4341.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.839305103148751
Path 352 | total_timesteps 4356.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.837554269175108
Path 353 | total_timesteps 4366.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.837974683544303
Path 354 | total_timesteps 4383.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.83767172812726
Path 355 | total_timesteps 4402.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.835923382724973
Path 356 | total_timesteps 4410.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.834176300578035
Path 357 | total_timesteps 4418.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.834236186348862
Path 358 | total_timesteps 4435.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.832490974729241
Path 359 | total_timesteps 4443.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.833273186575244
Path 360 | total_timesteps 4463.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.832611832611832
Path 361 | total_timesteps 4475.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.832672196177425
Path 362 | total_timesteps 4491.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.830930064888248
Path 363 | total_timesteps 4501.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.833873873873873
Path 364 | total_timesteps 4527.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.8321325648415
Path 365 | total_timesteps 4535.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.832193014043932
Path 366 | total_timesteps 4549.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.830453563714903
Path 367 | total_timesteps 4558.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.828715365239296
Path 368 | total_timesteps 4568.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.83021582733813
Path 369 | total_timesteps 4586.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.829557713052859
Path 370 | total_timesteps 4599.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.828540618260245
Path 371 | total_timesteps 4611.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.826446280991735
Path 372 | total_timesteps 4620.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.828663793103448
Path 373 | total_timesteps 4644.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.827648114901256
Path 374 | total_timesteps 4655.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.827351040918881
Path 375 | total_timesteps 4667.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.82454251883746
Path 376 | total_timesteps 4677.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.823529411764707
Path 377 | total_timesteps 4691.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.822517031193977
Path 378 | total_timesteps 4701.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.820430107526882
Path 379 | total_timesteps 4708.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.819419562880688
Path 380 | total_timesteps 4717.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.818409742120345
Path 381 | total_timesteps 4726.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.818116720372359
Path 382 | total_timesteps 4740.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.81782390837509
Path 383 | total_timesteps 4756.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.819320214669052
Path 384 | total_timesteps 4776.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.819384835479257
Path 385 | total_timesteps 4791.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.817304254558456
Path 386 | total_timesteps 4800.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.815225160829163
Path 387 | total_timesteps 4807.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.813504823151126
Path 388 | total_timesteps 4817.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.811785714285714
Path 389 | total_timesteps 4827.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.811495894323455
Path 390 | total_timesteps 4839.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.810135617416131
Path 391 | total_timesteps 4850.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.810916874777025
Path 392 | total_timesteps 4869.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.809201141226819
Path 393 | total_timesteps 4880.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.808199643493761
Path 394 | total_timesteps 4892.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.80791161796151
Path 395 | total_timesteps 4905.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.807623797648736
Path 396 | total_timesteps 4917.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.806980056980057
Path 397 | total_timesteps 4928.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.804556781772872
Path 398 | total_timesteps 4937.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.806405693950177
Path 399 | total_timesteps 4958.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.80469583778015
Path 400 | total_timesteps 4967.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.805476529160739
Path 401 | total_timesteps 4983.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.806256665481692
Path 402 | total_timesteps 4998.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.805614783226723
Path 403 | total_timesteps 5010.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.803552397868561
Path 404 | total_timesteps 5017.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.803977272727273
Path 405 | total_timesteps 5036.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.802981895633653
Path 406 | total_timesteps 5047.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.801632363378282
Path 407 | total_timesteps 5055.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.799219581411847
Path 408 | total_timesteps 5065.
number of affinization with epsilon = 3 is 1
average number of affinization = 10.795744680851064
Path 409 | total_timesteps 5072.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.795817086139667
Path 410 | total_timesteps 5089.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.79376328844791
Path 411 | total_timesteps 5097.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.792419411973079
Path 412 | total_timesteps 5109.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.79143059490085
Path 413 | total_timesteps 5124.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.79008849557522
Path 414 | total_timesteps 5138.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.789101203113942
Path 415 | total_timesteps 5148.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.787053413512558
Path 416 | total_timesteps 5156.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.786067892503537
Path 417 | total_timesteps 5168.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.786850477200424
Path 418 | total_timesteps 5187.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.788339222614841
Path 419 | total_timesteps 5207.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.787707523843165
Path 420 | total_timesteps 5220.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.787076271186441
Path 421 | total_timesteps 5231.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.787504412283798
Path 422 | total_timesteps 5249.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.785462244177841
Path 423 | total_timesteps 5258.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.784126984126985
Path 424 | total_timesteps 5267.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.782087447108603
Path 425 | total_timesteps 5275.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.781811772999648
Path 426 | total_timesteps 5288.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.781888653981678
Path 427 | total_timesteps 5301.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.780556533990842
Path 428 | total_timesteps 5309.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.780985915492957
Path 429 | total_timesteps 5326.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.780711017247448
Path 430 | total_timesteps 5339.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.780436312456017
Path 431 | total_timesteps 5351.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.779106577558917
Path 432 | total_timesteps 5362.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.776371308016877
Path 433 | total_timesteps 5368.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.77891036906854
Path 434 | total_timesteps 5392.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.779690794096979
Path 435 | total_timesteps 5408.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.778714436248682
Path 436 | total_timesteps 5418.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.77808988764045
Path 437 | total_timesteps 5429.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.776412776412776
Path 438 | total_timesteps 5438.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.776842105263158
Path 439 | total_timesteps 5454.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.775166608207646
Path 440 | total_timesteps 5465.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.775245441795231
Path 441 | total_timesteps 5481.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.774973711882229
Path 442 | total_timesteps 5495.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.774001401541696
Path 443 | total_timesteps 5510.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.772329246935202
Path 444 | total_timesteps 5519.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.772759103641457
Path 445 | total_timesteps 5539.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.770388519425971
Path 446 | total_timesteps 5548.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.770818754373687
Path 447 | total_timesteps 5561.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.77159846100035
Path 448 | total_timesteps 5576.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.76958041958042
Path 449 | total_timesteps 5586.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.768612373296051
Path 450 | total_timesteps 5597.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.770090845562544
Path 451 | total_timesteps 5613.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.769472581208522
Path 452 | total_timesteps 5630.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.770251396648044
Path 453 | total_timesteps 5645.
number of affinization with epsilon = 3 is 2
average number of affinization = 10.76719022687609
Path 454 | total_timesteps 5651.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.765875785066294
Path 455 | total_timesteps 5661.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.765608650156958
Path 456 | total_timesteps 5675.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.765690376569038
Path 457 | total_timesteps 5688.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.764726385500174
Path 458 | total_timesteps 5703.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.76376306620209
Path 459 | total_timesteps 5714.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.76140717520028
Path 460 | total_timesteps 5721.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.759052924791087
Path 461 | total_timesteps 5728.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.758440654368256
Path 462 | total_timesteps 5740.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.757132915796799
Path 463 | total_timesteps 5751.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.755478260869566
Path 464 | total_timesteps 5761.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.753824756606397
Path 465 | total_timesteps 5769.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.75460549183177
Path 466 | total_timesteps 5787.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.755038220986796
Path 467 | total_timesteps 5803.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.754775963876346
Path 468 | total_timesteps 5819.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.753472222222221
Path 469 | total_timesteps 5831.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.754599097535579
Path 470 | total_timesteps 5852.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.753643303261624
Path 471 | total_timesteps 5866.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.750953867499133
Path 472 | total_timesteps 5872.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.748266296809986
Path 473 | total_timesteps 5881.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.746620450606585
Path 474 | total_timesteps 5889.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.745668745668747
Path 475 | total_timesteps 5898.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.74437131970904
Path 476 | total_timesteps 5907.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.742728531855956
Path 477 | total_timesteps 5915.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.742471443406023
Path 478 | total_timesteps 5928.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.740830449826989
Path 479 | total_timesteps 5937.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.738498789346247
Path 480 | total_timesteps 5946.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.737206085753803
Path 481 | total_timesteps 5957.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.73591427583823
Path 482 | total_timesteps 5969.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.736351071181755
Path 483 | total_timesteps 5987.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.73713298791019
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.99    |
| Iteration     | 6        |
| MaximumReturn | 4.11     |
| MinimumReturn | -18.6    |
| TotalSamples  | 32036    |
----------------------------
itr #7 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.02050667628645897
Validation loss = 0.01784486323595047
Validation loss = 0.017752334475517273
Validation loss = 0.019032761454582214
Validation loss = 0.01742340624332428
Validation loss = 0.018907330930233
Validation loss = 0.01700054295361042
Validation loss = 0.017930522561073303
Validation loss = 0.01752721518278122
Validation loss = 0.01764083281159401
Validation loss = 0.016510210931301117
Validation loss = 0.0174231119453907
Validation loss = 0.017598982900381088
Validation loss = 0.016952719539403915
Validation loss = 0.017150159925222397
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.019601061940193176
Validation loss = 0.016763530671596527
Validation loss = 0.017095897346735
Validation loss = 0.016503099352121353
Validation loss = 0.01738659478724003
Validation loss = 0.016572600230574608
Validation loss = 0.018324818462133408
Validation loss = 0.016806844621896744
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.734461325966851
Path 1 | total_timesteps 8.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.734207801173628
Path 2 | total_timesteps 19.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.733264320220842
Path 3 | total_timesteps 30.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.730941704035875
Path 4 | total_timesteps 37.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.72896551724138
Path 5 | total_timesteps 44.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.731816614960358
Path 6 | total_timesteps 67.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.731219848380427
Path 7 | total_timesteps 79.
number of affinization with epsilon = 3 is 1
average number of affinization = 10.727867723045126
Path 8 | total_timesteps 85.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.731060606060606
Path 9 | total_timesteps 110.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.732530120481927
Path 10 | total_timesteps 129.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.730901582931866
Path 11 | total_timesteps 138.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.730994152046783
Path 12 | total_timesteps 156.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.731086657496562
Path 13 | total_timesteps 169.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.728772774149192
Path 14 | total_timesteps 179.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.728865979381442
Path 15 | total_timesteps 194.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.727928546891103
Path 16 | total_timesteps 208.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.726304945054945
Path 17 | total_timesteps 220.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.726398901476141
Path 18 | total_timesteps 235.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.726492793411118
Path 19 | total_timesteps 255.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.726586620926243
Path 20 | total_timesteps 268.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.72599451303155
Path 21 | total_timesteps 284.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.724374357216318
Path 22 | total_timesteps 293.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.723440712816998
Path 23 | total_timesteps 302.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.722507708119219
Path 24 | total_timesteps 312.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.721232876712328
Path 25 | total_timesteps 321.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.72030126668949
Path 26 | total_timesteps 337.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.718343600273785
Path 27 | total_timesteps 344.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.716387273349298
Path 28 | total_timesteps 353.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.714774281805745
Path 29 | total_timesteps 362.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.713162393162394
Path 30 | total_timesteps 371.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.71120984278879
Path 31 | total_timesteps 380.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.710966860266485
Path 32 | total_timesteps 397.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.710040983606557
Path 33 | total_timesteps 408.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.710481392966884
Path 34 | total_timesteps 423.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.709897610921502
Path 35 | total_timesteps 435.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.707608324803822
Path 36 | total_timesteps 443.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.707025920873123
Path 37 | total_timesteps 456.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.706784861916127
Path 38 | total_timesteps 470.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.705862304021814
Path 39 | total_timesteps 484.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.703577512776832
Path 40 | total_timesteps 491.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.70299727520436
Path 41 | total_timesteps 507.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.703098399727613
Path 42 | total_timesteps 522.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.70217835262083
Path 43 | total_timesteps 532.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.701939435182034
Path 44 | total_timesteps 546.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.700680272108844
Path 45 | total_timesteps 556.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.698401904114247
Path 46 | total_timesteps 568.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.696464989802855
Path 47 | total_timesteps 576.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.696568127760788
Path 48 | total_timesteps 592.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.695991847826088
Path 49 | total_timesteps 604.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.693718166383702
Path 50 | total_timesteps 611.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.693143245078073
Path 51 | total_timesteps 623.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.692568713946386
Path 52 | total_timesteps 636.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.690637720488466
Path 53 | total_timesteps 644.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.689047134621905
Path 54 | total_timesteps 655.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.688474576271187
Path 55 | total_timesteps 670.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.688241274144358
Path 56 | total_timesteps 685.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.687330623306233
Path 57 | total_timesteps 696.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.685743311886217
Path 58 | total_timesteps 707.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.683141503046716
Path 59 | total_timesteps 714.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.682910321489002
Path 60 | total_timesteps 729.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.683694181326116
Path 61 | total_timesteps 744.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.681772066283395
Path 62 | total_timesteps 751.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.679513184584179
Path 63 | total_timesteps 759.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.67894558972626
Path 64 | total_timesteps 769.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.678040540540541
Path 65 | total_timesteps 780.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.677473826409997
Path 66 | total_timesteps 791.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.677245104659015
Path 67 | total_timesteps 804.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.676004049949375
Path 68 | total_timesteps 815.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.67476383265857
Path 69 | total_timesteps 826.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.672512647554806
Path 70 | total_timesteps 834.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.670600134861767
Path 71 | total_timesteps 842.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.670711156049881
Path 72 | total_timesteps 857.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.671159029649596
Path 73 | total_timesteps 875.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.670259346581341
Path 74 | total_timesteps 890.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.66969696969697
Path 75 | total_timesteps 900.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.66812521036688
Path 76 | total_timesteps 910.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.66756393001346
Path 77 | total_timesteps 920.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.665657584931045
Path 78 | total_timesteps 928.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.666442501681237
Path 79 | total_timesteps 944.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.668235294117647
Path 80 | total_timesteps 965.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.672043010752688
Path 81 | total_timesteps 995.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.671145448438025
Path 82 | total_timesteps 1005.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.669912693082606
Path 83 | total_timesteps 1015.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.668680765357502
Path 84 | total_timesteps 1025.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.667114093959732
Path 85 | total_timesteps 1033.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.666890305266689
Path 86 | total_timesteps 1047.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.667002012072434
Path 87 | total_timesteps 1061.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.668454575930271
Path 88 | total_timesteps 1081.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.668900804289544
Path 89 | total_timesteps 1094.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.67001675041876
Path 90 | total_timesteps 1112.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.668787675820496
Path 91 | total_timesteps 1124.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.667224640107131
Path 92 | total_timesteps 1132.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.667001338688086
Path 93 | total_timesteps 1145.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.66577450652392
Path 94 | total_timesteps 1158.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.664882943143812
Path 95 | total_timesteps 1171.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.663657639585423
Path 96 | total_timesteps 1182.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.662433155080214
Path 97 | total_timesteps 1191.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.661877714667558
Path 98 | total_timesteps 1202.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.662992651970608
Path 99 | total_timesteps 1222.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.661435726210351
Path 100 | total_timesteps 1230.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.658878504672897
Path 101 | total_timesteps 1237.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.656656656656656
Path 102 | total_timesteps 1251.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.65543695797198
Path 103 | total_timesteps 1262.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.654218072690897
Path 104 | total_timesteps 1271.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.654
Path 105 | total_timesteps 1282.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.653115628123958
Path 106 | total_timesteps 1295.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.653564290473017
Path 107 | total_timesteps 1312.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.651015651015651
Path 108 | total_timesteps 1320.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.648468708388815
Path 109 | total_timesteps 1328.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.649251247920134
Path 110 | total_timesteps 1343.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.647704590818364
Path 111 | total_timesteps 1354.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.648154306617892
Path 112 | total_timesteps 1369.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.646609042553191
Path 113 | total_timesteps 1377.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.64473246925889
Path 114 | total_timesteps 1385.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.643189368770765
Path 115 | total_timesteps 1395.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.641315177681832
Path 116 | total_timesteps 1405.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.639774236387781
Path 117 | total_timesteps 1416.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.64088947892466
Path 118 | total_timesteps 1434.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.641008626410086
Path 119 | total_timesteps 1450.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.64179104477612
Path 120 | total_timesteps 1467.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.642572944297083
Path 121 | total_timesteps 1483.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.640371229698376
Path 122 | total_timesteps 1490.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.64049039098741
Path 123 | total_timesteps 1503.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.639615766810202
Path 124 | total_timesteps 1520.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.639072847682119
Path 125 | total_timesteps 1531.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.637206223104933
Path 126 | total_timesteps 1538.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.63567174056916
Path 127 | total_timesteps 1546.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.634138273238504
Path 128 | total_timesteps 1556.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.631613756613756
Path 129 | total_timesteps 1566.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.629090909090909
Path 130 | total_timesteps 1575.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.62888301387971
Path 131 | total_timesteps 1588.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.627023455566567
Path 132 | total_timesteps 1596.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.624834874504623
Path 133 | total_timesteps 1603.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.62396830637174
Path 134 | total_timesteps 1614.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.622772277227723
Path 135 | total_timesteps 1622.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.62322665786869
Path 136 | total_timesteps 1642.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.62565963060686
Path 137 | total_timesteps 1663.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.624793933399275
Path 138 | total_timesteps 1672.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.624917600527356
Path 139 | total_timesteps 1685.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.624052718286656
Path 140 | total_timesteps 1696.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.622200263504611
Path 141 | total_timesteps 1704.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.620349028646691
Path 142 | total_timesteps 1710.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.618499012508229
Path 143 | total_timesteps 1719.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.61763738071734
Path 144 | total_timesteps 1732.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.617105263157894
Path 145 | total_timesteps 1743.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.617560013153568
Path 146 | total_timesteps 1760.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.615055884286653
Path 147 | total_timesteps 1768.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.614196516595465
Path 148 | total_timesteps 1780.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.613994743758212
Path 149 | total_timesteps 1794.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.613793103448275
Path 150 | total_timesteps 1809.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.612278397898883
Path 151 | total_timesteps 1818.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.611421069904825
Path 152 | total_timesteps 1833.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.61023622047244
Path 153 | total_timesteps 1842.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.609380124631027
Path 154 | total_timesteps 1855.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.60983606557377
Path 155 | total_timesteps 1869.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.61029170763684
Path 156 | total_timesteps 1883.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.60910878112713
Path 157 | total_timesteps 1894.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.609236816246316
Path 158 | total_timesteps 1910.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.607727570399476
Path 159 | total_timesteps 1922.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.605891980360065
Path 160 | total_timesteps 1930.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.605039267015707
Path 161 | total_timesteps 1939.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.604187111547269
Path 162 | total_timesteps 1950.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.603335513407457
Path 163 | total_timesteps 1960.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.604445897352075
Path 164 | total_timesteps 1981.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.60359477124183
Path 165 | total_timesteps 1990.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.601764129369487
Path 166 | total_timesteps 1997.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.60320052253429
Path 167 | total_timesteps 2015.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.602677113940581
Path 168 | total_timesteps 2026.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.601174934725849
Path 169 | total_timesteps 2035.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.599673735725938
Path 170 | total_timesteps 2042.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.597847358121331
Path 171 | total_timesteps 2050.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.597652429083796
Path 172 | total_timesteps 2064.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.595827900912647
Path 173 | total_timesteps 2071.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.595307917888563
Path 174 | total_timesteps 2084.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.593485342019545
Path 175 | total_timesteps 2092.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.59296646043634
Path 176 | total_timesteps 2106.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.591145833333334
Path 177 | total_timesteps 2114.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.590628050764725
Path 178 | total_timesteps 2127.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.589459986987638
Path 179 | total_timesteps 2138.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.58959349593496
Path 180 | total_timesteps 2152.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.588751625487646
Path 181 | total_timesteps 2163.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.590185245368867
Path 182 | total_timesteps 2183.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.590318388564002
Path 183 | total_timesteps 2197.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.589801883728484
Path 184 | total_timesteps 2211.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.588311688311688
Path 185 | total_timesteps 2221.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.58876987990912
Path 186 | total_timesteps 2238.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.586632057105776
Path 187 | total_timesteps 2245.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.586117418099255
Path 188 | total_timesteps 2256.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.584630350194553
Path 189 | total_timesteps 2265.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.582820097244733
Path 190 | total_timesteps 2273.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.582631237848348
Path 191 | total_timesteps 2288.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.582118561710399
Path 192 | total_timesteps 2299.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.582253886010363
Path 193 | total_timesteps 2311.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.580123017157657
Path 194 | total_timesteps 2317.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.58252427184466
Path 195 | total_timesteps 2341.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.58233581365254
Path 196 | total_timesteps 2355.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.584411384217335
Path 197 | total_timesteps 2373.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.582929194956353
Path 198 | total_timesteps 2383.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.5830639948287
Path 199 | total_timesteps 2397.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.583198707592892
Path 200 | total_timesteps 2411.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.581072351421188
Path 201 | total_timesteps 2419.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.580238940910558
Path 202 | total_timesteps 2432.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.579728857327307
Path 203 | total_timesteps 2443.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.579219102936431
Path 204 | total_timesteps 2455.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.579032258064515
Path 205 | total_timesteps 2470.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.576910673976137
Path 206 | total_timesteps 2480.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.574790457769181
Path 207 | total_timesteps 2489.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.575572027070576
Path 208 | total_timesteps 2507.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.57603092783505
Path 209 | total_timesteps 2524.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.574235104669887
Path 210 | total_timesteps 2532.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.5756600128783
Path 211 | total_timesteps 2552.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.574187318957193
Path 212 | total_timesteps 2564.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.574967824967825
Path 213 | total_timesteps 2581.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.57478288838855
Path 214 | total_timesteps 2593.
number of affinization with epsilon = 3 is 26
average number of affinization = 10.579742765273313
Path 215 | total_timesteps 2624.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.578913532626165
Path 216 | total_timesteps 2633.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.577120822622108
Path 217 | total_timesteps 2640.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.577899132669451
Path 218 | total_timesteps 2657.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.577713551701992
Path 219 | total_timesteps 2670.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.575601926163724
Path 220 | total_timesteps 2679.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.57413350449294
Path 221 | total_timesteps 2688.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.572986846326597
Path 222 | total_timesteps 2697.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.574406670942912
Path 223 | total_timesteps 2715.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.5732606604681
Path 224 | total_timesteps 2726.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.57275641025641
Path 225 | total_timesteps 2740.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.570330022428708
Path 226 | total_timesteps 2750.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.568866111467008
Path 227 | total_timesteps 2764.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.568043547870637
Path 228 | total_timesteps 2773.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.568822023047375
Path 229 | total_timesteps 2789.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.568
Path 230 | total_timesteps 2804.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.565898912348048
Path 231 | total_timesteps 2812.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.566357531180044
Path 232 | total_timesteps 2828.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.565217391304348
Path 233 | total_timesteps 2838.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.56439757110898
Path 234 | total_timesteps 2847.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.56517571884984
Path 235 | total_timesteps 2865.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.564675822420952
Path 236 | total_timesteps 2879.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.563537675606641
Path 237 | total_timesteps 2887.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.563038621129907
Path 238 | total_timesteps 2902.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.56126356094448
Path 239 | total_timesteps 2911.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.559808612440191
Path 240 | total_timesteps 2920.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.557716836734693
Path 241 | total_timesteps 2927.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.556263946445648
Path 242 | total_timesteps 2934.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.55576800509879
Path 243 | total_timesteps 2946.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.55431666135712
Path 244 | total_timesteps 2956.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.554777070063695
Path 245 | total_timesteps 2974.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.554282075772047
Path 246 | total_timesteps 2985.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.555060471037555
Path 247 | total_timesteps 3003.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.553929366846962
Path 248 | total_timesteps 3013.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.552798982188294
Path 249 | total_timesteps 3022.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.551351351351352
Path 250 | total_timesteps 3031.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.549586776859504
Path 251 | total_timesteps 3042.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.548458849698125
Path 252 | total_timesteps 3050.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.547649301143583
Path 253 | total_timesteps 3060.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.546205144490314
Path 254 | total_timesteps 3073.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.546349206349205
Path 255 | total_timesteps 3091.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.545541098064106
Path 256 | total_timesteps 3101.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.544416243654823
Path 257 | total_timesteps 3110.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.543292102759278
Path 258 | total_timesteps 3123.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.5428027901078
Path 259 | total_timesteps 3135.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.541045958795562
Path 260 | total_timesteps 3144.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.539607097591889
Path 261 | total_timesteps 3151.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.537852391510928
Path 262 | total_timesteps 3160.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.537048765041165
Path 263 | total_timesteps 3171.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.535295979740424
Path 264 | total_timesteps 3180.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.534177215189873
Path 265 | total_timesteps 3188.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.53211009174312
Path 266 | total_timesteps 3197.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.530993042378242
Path 267 | total_timesteps 3207.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.532089788175783
Path 268 | total_timesteps 3228.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.533185840707965
Path 269 | total_timesteps 3244.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.53649289099526
Path 270 | total_timesteps 3268.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.536955148452305
Path 271 | total_timesteps 3286.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.53457530786233
Path 272 | total_timesteps 3294.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.535037878787879
Path 273 | total_timesteps 3312.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.533922372988325
Path 274 | total_timesteps 3322.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.532492113564668
Path 275 | total_timesteps 3331.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.531693472090824
Path 276 | total_timesteps 3342.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.530264817150064
Path 277 | total_timesteps 3350.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.529467381027418
Path 278 | total_timesteps 3363.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.528040327662255
Path 279 | total_timesteps 3372.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.529448818897638
Path 280 | total_timesteps 3390.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.52896725440806
Path 281 | total_timesteps 3404.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.528171230720806
Path 282 | total_timesteps 3413.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.526746381371932
Path 283 | total_timesteps 3424.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.526580685750236
Path 284 | total_timesteps 3440.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.525471698113208
Path 285 | total_timesteps 3449.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.524677774284816
Path 286 | total_timesteps 3461.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.524512884978002
Path 287 | total_timesteps 3475.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.522463085139805
Path 288 | total_timesteps 3484.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.522613065326633
Path 289 | total_timesteps 3498.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.52276295133438
Path 290 | total_timesteps 3513.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.52165725047081
Path 291 | total_timesteps 3521.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.520238468779416
Path 292 | total_timesteps 3529.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.519134253450439
Path 293 | total_timesteps 3539.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.51865788648479
Path 294 | total_timesteps 3551.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.516614420062696
Path 295 | total_timesteps 3559.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.515198997179567
Path 296 | total_timesteps 3570.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.513784461152882
Path 297 | total_timesteps 3578.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.515189476980895
Path 298 | total_timesteps 3597.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.513775829680652
Path 299 | total_timesteps 3608.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.512050078247261
Path 300 | total_timesteps 3616.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.51063829787234
Path 301 | total_timesteps 3624.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.50954019393181
Path 302 | total_timesteps 3632.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.5093808630394
Path 303 | total_timesteps 3645.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.510472022507033
Path 304 | total_timesteps 3662.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.509375
Path 305 | total_timesteps 3670.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.509215870040613
Path 306 | total_timesteps 3684.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.50843222985634
Path 307 | total_timesteps 3695.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.507024664377147
Path 308 | total_timesteps 3708.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.505305867665419
Path 309 | total_timesteps 3717.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.503588143525741
Path 310 | total_timesteps 3725.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.504678727386151
Path 311 | total_timesteps 3741.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.503585905830995
Path 312 | total_timesteps 3750.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.503428927680797
Path 313 | total_timesteps 3762.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.504206918043003
Path 314 | total_timesteps 3780.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.502492211838007
Path 315 | total_timesteps 3789.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.50358143880411
Path 316 | total_timesteps 3807.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.50373599003736
Path 317 | total_timesteps 3822.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.502645502645503
Path 318 | total_timesteps 3832.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.502177971375234
Path 319 | total_timesteps 3846.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.501710730948679
Path 320 | total_timesteps 3863.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.500621890547263
Path 321 | total_timesteps 3873.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.499222878458191
Path 322 | total_timesteps 3880.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.500621504039776
Path 323 | total_timesteps 3898.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.500776638707674
Path 324 | total_timesteps 3910.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.500621118012422
Path 325 | total_timesteps 3921.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.498913380937598
Path 326 | total_timesteps 3927.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.5
Path 327 | total_timesteps 3942.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.501085944771951
Path 328 | total_timesteps 3959.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.49968982630273
Path 329 | total_timesteps 3968.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.497984496124031
Path 330 | total_timesteps 3976.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.495970241785493
Path 331 | total_timesteps 3987.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.49426712116517
Path 332 | total_timesteps 3997.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.492874845105328
Path 333 | total_timesteps 4007.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.49055435119232
Path 334 | total_timesteps 4013.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.489783281733747
Path 335 | total_timesteps 4023.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.48994119467657
Path 336 | total_timesteps 4037.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.489480198019802
Path 337 | total_timesteps 4049.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.488710176306835
Path 338 | total_timesteps 4058.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.487322201607915
Path 339 | total_timesteps 4067.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.48902627511592
Path 340 | total_timesteps 4088.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.488875154511742
Path 341 | total_timesteps 4102.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.487179487179487
Path 342 | total_timesteps 4109.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.48733786287832
Path 343 | total_timesteps 4128.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.488113615313368
Path 344 | total_timesteps 4142.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.489814814814816
Path 345 | total_timesteps 4161.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.49089787102746
Path 346 | total_timesteps 4180.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.489204194941394
Path 347 | total_timesteps 4189.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.488436632747456
Path 348 | total_timesteps 4201.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.487361282367448
Path 349 | total_timesteps 4213.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.486286594761172
Path 350 | total_timesteps 4224.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.485212569316081
Path 351 | total_timesteps 4234.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.484447182014167
Path 352 | total_timesteps 4246.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.482758620689655
Path 353 | total_timesteps 4253.
number of affinization with epsilon = 3 is 2
average number of affinization = 10.480147737765467
Path 354 | total_timesteps 4262.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.479692307692307
Path 355 | total_timesteps 4273.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.480467548446631
Path 356 | total_timesteps 4287.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.480319803198032
Path 357 | total_timesteps 4300.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.478327697509991
Path 358 | total_timesteps 4308.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.476951444376152
Path 359 | total_timesteps 4316.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.476190476190476
Path 360 | total_timesteps 4331.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.475429975429975
Path 361 | total_timesteps 4342.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.473748848633711
Path 362 | total_timesteps 4351.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.473603437691835
Path 363 | total_timesteps 4366.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.47161706044799
Path 364 | total_timesteps 4376.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.471472392638036
Path 365 | total_timesteps 4388.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.471941122355107
Path 366 | total_timesteps 4406.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.470876762722256
Path 367 | total_timesteps 4414.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.47134538768005
Path 368 | total_timesteps 4430.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.469669117647058
Path 369 | total_timesteps 4437.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.468606431852987
Path 370 | total_timesteps 4446.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.469075321494183
Path 371 | total_timesteps 4465.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.468013468013469
Path 372 | total_timesteps 4474.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.466340269277845
Path 373 | total_timesteps 4483.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.467115325787702
Path 374 | total_timesteps 4499.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.46880733944954
Path 375 | total_timesteps 4519.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.467135432589423
Path 376 | total_timesteps 4530.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.46546454767726
Path 377 | total_timesteps 4538.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.464100213871067
Path 378 | total_timesteps 4547.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.465180207697006
Path 379 | total_timesteps 4566.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.46412213740458
Path 380 | total_timesteps 4575.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.462759462759463
Path 381 | total_timesteps 4582.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.462007934086055
Path 382 | total_timesteps 4593.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.45973154362416
Path 383 | total_timesteps 4601.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.458676425739554
Path 384 | total_timesteps 4611.
number of affinization with epsilon = 3 is 1
average number of affinization = 10.455792682926829
Path 385 | total_timesteps 4617.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.458092045108199
Path 386 | total_timesteps 4638.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.45825716026813
Path 387 | total_timesteps 4653.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.456289978678038
Path 388 | total_timesteps 4662.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.460718635809988
Path 389 | total_timesteps 4694.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.460578386605784
Path 390 | total_timesteps 4706.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.45861229458308
Path 391 | total_timesteps 4715.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.458168542744144
Path 392 | total_timesteps 4729.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.457116788321168
Path 393 | total_timesteps 4741.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.456065673456978
Path 394 | total_timesteps 4751.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.45501519756839
Path 395 | total_timesteps 4761.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.452749924035247
Path 396 | total_timesteps 4768.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.452612393681653
Path 397 | total_timesteps 4781.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.451867597935014
Path 398 | total_timesteps 4795.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.450819672131148
Path 399 | total_timesteps 4805.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.44916540212443
Path 400 | total_timesteps 4814.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.448118932038835
Path 401 | total_timesteps 4824.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.447376402790416
Path 402 | total_timesteps 4834.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.449666464523954
Path 403 | total_timesteps 4856.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.447711427705364
Path 404 | total_timesteps 4864.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.447272727272727
Path 405 | total_timesteps 4879.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.446834292638595
Path 406 | total_timesteps 4891.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.445487583282858
Path 407 | total_timesteps 4903.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.44383893430215
Path 408 | total_timesteps 4911.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.442493946731235
Path 409 | total_timesteps 4921.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.441149773071105
Path 410 | total_timesteps 4929.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.440713853599515
Path 411 | total_timesteps 4942.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.440278197762323
Path 412 | total_timesteps 4953.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.441656590084643
Path 413 | total_timesteps 4972.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.440012088244183
Path 414 | total_timesteps 4979.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.438066465256798
Path 415 | total_timesteps 4987.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.436726064633042
Path 416 | total_timesteps 4998.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.435084541062801
Path 417 | total_timesteps 5007.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.434349532146092
Path 418 | total_timesteps 5020.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.432709716354859
Path 419 | total_timesteps 5027.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.431975867269985
Path 420 | total_timesteps 5039.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.431544028950542
Path 421 | total_timesteps 5050.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.431413928248418
Path 422 | total_timesteps 5065.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.431283905967451
Path 423 | total_timesteps 5077.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.429044893040071
Path 424 | total_timesteps 5085.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.428915662650603
Path 425 | total_timesteps 5099.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.429087624209576
Path 426 | total_timesteps 5117.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.431366646598434
Path 427 | total_timesteps 5138.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.430634968402046
Path 428 | total_timesteps 5148.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.429602888086643
Path 429 | total_timesteps 5159.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.429172932330827
Path 430 | total_timesteps 5176.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.427841250751653
Path 431 | total_timesteps 5184.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.428313796212805
Path 432 | total_timesteps 5202.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.426983173076923
Path 433 | total_timesteps 5210.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.42595373986182
Path 434 | total_timesteps 5219.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.425525525525526
Path 435 | total_timesteps 5231.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.424497148003603
Path 436 | total_timesteps 5240.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.424669867947179
Path 437 | total_timesteps 5255.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.423042304230423
Path 438 | total_timesteps 5266.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.421115776844632
Path 439 | total_timesteps 5276.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.420989505247377
Path 440 | total_timesteps 5289.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.419364508393285
Path 441 | total_timesteps 5298.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.41833982619119
Path 442 | total_timesteps 5309.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.417315757938885
Path 443 | total_timesteps 5318.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.415693321353698
Path 444 | total_timesteps 5329.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.41497005988024
Path 445 | total_timesteps 5338.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.413648608201138
Path 446 | total_timesteps 5346.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.412327947336925
Path 447 | total_timesteps 5356.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.414597666766378
Path 448 | total_timesteps 5380.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.414174641148325
Path 449 | total_timesteps 5394.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.41255605381166
Path 450 | total_timesteps 5401.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.413927077106994
Path 451 | total_timesteps 5423.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.415894831192112
Path 452 | total_timesteps 5447.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.41547192353644
Path 453 | total_timesteps 5458.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.418931024186325
Path 454 | total_timesteps 5484.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.418805970149254
Path 455 | total_timesteps 5498.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.419576245896748
Path 456 | total_timesteps 5515.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.423031026252984
Path 457 | total_timesteps 5541.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.423799582463465
Path 458 | total_timesteps 5555.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.423971377459749
Path 459 | total_timesteps 5569.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.422354694485842
Path 460 | total_timesteps 5575.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.421334922526817
Path 461 | total_timesteps 5586.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.421209413166517
Path 462 | total_timesteps 5603.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.42078618225134
Path 463 | total_timesteps 5616.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.421256326287585
Path 464 | total_timesteps 5631.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.42202380952381
Path 465 | total_timesteps 5649.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.42100565307944
Path 466 | total_timesteps 5659.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.419690660321237
Path 467 | total_timesteps 5669.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.418673803151947
Path 468 | total_timesteps 5682.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.41706302021403
Path 469 | total_timesteps 5691.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.415750371471026
Path 470 | total_timesteps 5702.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.415329768270945
Path 471 | total_timesteps 5713.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.414018414018415
Path 472 | total_timesteps 5721.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.41270783847981
Path 473 | total_timesteps 5730.
number of affinization with epsilon = 3 is 2
average number of affinization = 10.410210745028198
Path 474 | total_timesteps 5738.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.411275964391692
Path 475 | total_timesteps 5756.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.410560664491248
Path 476 | total_timesteps 5766.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.409845788849347
Path 477 | total_timesteps 5778.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.40853839312185
Path 478 | total_timesteps 5787.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.406342620035566
Path 479 | total_timesteps 5795.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.405925925925926
Path 480 | total_timesteps 5808.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.40462085308057
Path 481 | total_timesteps 5817.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.406573882143915
Path 482 | total_timesteps 5838.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.404677323860273
Path 483 | total_timesteps 5845.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.402485942586564
Path 484 | total_timesteps 5852.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.402366863905325
Path 485 | total_timesteps 5864.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.401656314699792
Path 486 | total_timesteps 5878.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.400650502661147
Path 487 | total_timesteps 5887.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.399645285249779
Path 488 | total_timesteps 5899.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.400709219858156
Path 489 | total_timesteps 5917.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.400886262924667
Path 490 | total_timesteps 5933.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.401949202598937
Path 491 | total_timesteps 5953.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.401240035429584
Path 492 | total_timesteps 5964.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.40112160566706
Path 493 | total_timesteps 5980.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.400413101209796
Path 494 | total_timesteps 5990.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.4
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.86    |
| Iteration     | 7        |
| MaximumReturn | 3.31     |
| MinimumReturn | -22      |
| TotalSamples  | 36038    |
----------------------------
itr #8 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.018986426293849945
Validation loss = 0.016206275671720505
Validation loss = 0.015691418200731277
Validation loss = 0.017397964373230934
Validation loss = 0.016899434849619865
Validation loss = 0.017371587455272675
Validation loss = 0.016782712191343307
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.01718948595225811
Validation loss = 0.01611122488975525
Validation loss = 0.015722863376140594
Validation loss = 0.01754186302423477
Validation loss = 0.016164040192961693
Validation loss = 0.015887461602687836
Validation loss = 0.01753952167928219
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.399587142435859
Path 1 | total_timesteps 14.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.398290094339623
Path 2 | total_timesteps 22.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.398762157382848
Path 3 | total_timesteps 36.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.397466116676489
Path 4 | total_timesteps 44.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.397054491899853
Path 5 | total_timesteps 55.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.39811542991755
Path 6 | total_timesteps 73.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.397409478952017
Path 7 | total_timesteps 86.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.395821071218364
Path 8 | total_timesteps 95.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.395410414827891
Path 9 | total_timesteps 108.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.393823529411765
Path 10 | total_timesteps 118.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.394001764187005
Path 11 | total_timesteps 134.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.392416225749558
Path 12 | total_timesteps 141.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.392300910960916
Path 13 | total_timesteps 158.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.391010575793185
Path 14 | total_timesteps 167.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.38913362701909
Path 15 | total_timesteps 174.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.391368173810921
Path 16 | total_timesteps 198.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.390666275315526
Path 17 | total_timesteps 207.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.39231220657277
Path 18 | total_timesteps 225.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.392490466412438
Path 19 | total_timesteps 241.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.39090909090909
Path 20 | total_timesteps 252.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.390501319261213
Path 21 | total_timesteps 265.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.388921453692848
Path 22 | total_timesteps 273.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.38851450336947
Path 23 | total_timesteps 290.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.387521968365554
Path 24 | total_timesteps 300.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.38740849194729
Path 25 | total_timesteps 316.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.387002341920375
Path 26 | total_timesteps 327.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.386596429616622
Path 27 | total_timesteps 340.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.385313048566413
Path 28 | total_timesteps 351.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.383737935068734
Path 29 | total_timesteps 360.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.382748538011695
Path 30 | total_timesteps 371.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.380882782812042
Path 31 | total_timesteps 380.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.380479251899475
Path 32 | total_timesteps 391.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.379491673970202
Path 33 | total_timesteps 400.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.37733644859813
Path 34 | total_timesteps 407.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.376934306569343
Path 35 | total_timesteps 417.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.375072971395213
Path 36 | total_timesteps 425.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.374963524948935
Path 37 | total_timesteps 439.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.373978996499417
Path 38 | total_timesteps 448.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.37328667249927
Path 39 | total_timesteps 461.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.37201166180758
Path 40 | total_timesteps 469.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.370737394345673
Path 41 | total_timesteps 478.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.370337995337996
Path 42 | total_timesteps 488.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.370521409845615
Path 43 | total_timesteps 502.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.369539895165987
Path 44 | total_timesteps 513.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.367394468704513
Path 45 | total_timesteps 520.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.368451688009314
Path 46 | total_timesteps 538.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.367762583648531
Path 47 | total_timesteps 548.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.367073880162886
Path 48 | total_timesteps 559.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.36754870601919
Path 49 | total_timesteps 574.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.367441860465116
Path 50 | total_timesteps 586.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.36646323743098
Path 51 | total_timesteps 594.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.367228355607205
Path 52 | total_timesteps 612.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.36741214057508
Path 53 | total_timesteps 625.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.366144018583043
Path 54 | total_timesteps 642.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.365166908563134
Path 55 | total_timesteps 650.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.363900174114915
Path 56 | total_timesteps 661.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.36524514070206
Path 57 | total_timesteps 678.
number of affinization with epsilon = 3 is 2
average number of affinization = 10.362819025522041
Path 58 | total_timesteps 685.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.363293708321253
Path 59 | total_timesteps 703.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.362028985507246
Path 60 | total_timesteps 712.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.361634308895972
Path 61 | total_timesteps 724.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.362108922363847
Path 62 | total_timesteps 738.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.360266434984071
Path 63 | total_timesteps 745.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.35871453387377
Path 64 | total_timesteps 753.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.35861070911722
Path 65 | total_timesteps 769.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.35763888888889
Path 66 | total_timesteps 779.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.356956899045414
Path 67 | total_timesteps 790.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.356275303643725
Path 68 | total_timesteps 801.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.355015900549292
Path 69 | total_timesteps 811.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.354335260115606
Path 70 | total_timesteps 825.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.35336607916787
Path 71 | total_timesteps 834.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.35470826112074
Path 72 | total_timesteps 852.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.354317066127635
Path 73 | total_timesteps 863.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.352482678983833
Path 74 | total_timesteps 871.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.351515151515152
Path 75 | total_timesteps 881.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.350259665320253
Path 76 | total_timesteps 888.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.350158638592443
Path 77 | total_timesteps 899.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.348615916955017
Path 78 | total_timesteps 907.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.347938887287402
Path 79 | total_timesteps 918.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.346109510086455
Path 80 | total_timesteps 925.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.346874099683088
Path 81 | total_timesteps 941.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.349366359447005
Path 82 | total_timesteps 964.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.351569248488339
Path 83 | total_timesteps 986.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.350316637881404
Path 84 | total_timesteps 993.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.348776978417266
Path 85 | total_timesteps 1000.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.347238204833141
Path 86 | total_timesteps 1009.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.345700316364683
Path 87 | total_timesteps 1016.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.344738355376654
Path 88 | total_timesteps 1028.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.344064386317907
Path 89 | total_timesteps 1038.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.343390804597702
Path 90 | total_timesteps 1049.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.343866704969836
Path 91 | total_timesteps 1067.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.34290637564618
Path 92 | total_timesteps 1078.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.342807924203273
Path 93 | total_timesteps 1089.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.342135476463834
Path 94 | total_timesteps 1099.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.340889526542325
Path 95 | total_timesteps 1107.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.34251290877797
Path 96 | total_timesteps 1126.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.341267565242328
Path 97 | total_timesteps 1134.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.341456422018348
Path 98 | total_timesteps 1149.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.342218400687877
Path 99 | total_timesteps 1169.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.345558739255015
Path 100 | total_timesteps 1199.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.344600401031224
Path 101 | total_timesteps 1207.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.343928980526918
Path 102 | total_timesteps 1221.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.344403091898082
Path 103 | total_timesteps 1235.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.34430452203778
Path 104 | total_timesteps 1247.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.345636623748211
Path 105 | total_timesteps 1267.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.346395881006865
Path 106 | total_timesteps 1286.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.346296825850729
Path 107 | total_timesteps 1301.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.34505431675243
Path 108 | total_timesteps 1311.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.344098313803944
Path 109 | total_timesteps 1320.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.343142857142857
Path 110 | total_timesteps 1330.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.341331048271922
Path 111 | total_timesteps 1337.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.340376927470016
Path 112 | total_timesteps 1345.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.340279760205538
Path 113 | total_timesteps 1357.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.340182648401827
Path 114 | total_timesteps 1368.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.338088445078458
Path 115 | total_timesteps 1375.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.337136337706788
Path 116 | total_timesteps 1384.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.336469917308241
Path 117 | total_timesteps 1398.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.335233751425314
Path 118 | total_timesteps 1406.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.333143345682531
Path 119 | total_timesteps 1414.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.333333333333334
Path 120 | total_timesteps 1430.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.334662489319282
Path 121 | total_timesteps 1450.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.333712984054669
Path 122 | total_timesteps 1460.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.332479362368346
Path 123 | total_timesteps 1469.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.332384746727376
Path 124 | total_timesteps 1484.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.332005689900427
Path 125 | total_timesteps 1497.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.332195676905574
Path 126 | total_timesteps 1511.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.331532556155814
Path 127 | total_timesteps 1520.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.332859579306424
Path 128 | total_timesteps 1539.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.332196646774651
Path 129 | total_timesteps 1550.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.330681818181818
Path 130 | total_timesteps 1559.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.329735870491337
Path 131 | total_timesteps 1570.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.330494037478704
Path 132 | total_timesteps 1589.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.328980982117514
Path 133 | total_timesteps 1598.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.329455164585697
Path 134 | total_timesteps 1613.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.329078014184397
Path 135 | total_timesteps 1625.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.3275666477595
Path 136 | total_timesteps 1632.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.327473773745393
Path 137 | total_timesteps 1646.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.325963718820862
Path 138 | total_timesteps 1656.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.326721450835931
Path 139 | total_timesteps 1672.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.324645892351274
Path 140 | total_timesteps 1679.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.324270744831493
Path 141 | total_timesteps 1691.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.323329558323897
Path 142 | total_timesteps 1702.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.32182281347297
Path 143 | total_timesteps 1708.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.319750990379173
Path 144 | total_timesteps 1715.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.321357850070722
Path 145 | total_timesteps 1737.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.320701357466064
Path 146 | total_timesteps 1748.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.31891433418151
Path 147 | total_timesteps 1755.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.317410966647824
Path 148 | total_timesteps 1763.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.315908448714326
Path 149 | total_timesteps 1771.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.316949152542373
Path 150 | total_timesteps 1793.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.316859644168314
Path 151 | total_timesteps 1806.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.3184641445511
Path 152 | total_timesteps 1823.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.318092012418854
Path 153 | total_timesteps 1835.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.317437923250564
Path 154 | total_timesteps 1846.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.316784203102962
Path 155 | total_timesteps 1855.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.317258883248732
Path 156 | total_timesteps 1871.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.316887510572315
Path 157 | total_timesteps 1883.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.315670800450958
Path 158 | total_timesteps 1890.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.316708932093547
Path 159 | total_timesteps 1907.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.315492957746478
Path 160 | total_timesteps 1919.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.315122500704026
Path 161 | total_timesteps 1935.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.31447072072072
Path 162 | total_timesteps 1946.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.313537855333522
Path 163 | total_timesteps 1957.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.312042768711311
Path 164 | total_timesteps 1964.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.311673699015472
Path 165 | total_timesteps 1976.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.31355455568054
Path 166 | total_timesteps 1995.
number of affinization with epsilon = 3 is 2
average number of affinization = 10.311217317964577
Path 167 | total_timesteps 2002.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.310005621135469
Path 168 | total_timesteps 2012.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.308794605226186
Path 169 | total_timesteps 2020.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.309831460674157
Path 170 | total_timesteps 2044.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.308621173827577
Path 171 | total_timesteps 2053.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.308815272318922
Path 172 | total_timesteps 2068.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.307886612405277
Path 173 | total_timesteps 2080.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.306397306397306
Path 174 | total_timesteps 2088.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.304347826086957
Path 175 | total_timesteps 2097.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.30342120022434
Path 176 | total_timesteps 2106.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.303616484440706
Path 177 | total_timesteps 2122.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.302410313901346
Path 178 | total_timesteps 2131.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.30316615298403
Path 179 | total_timesteps 2152.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.30560224089636
Path 180 | total_timesteps 2174.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.304116493979278
Path 181 | total_timesteps 2182.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.30515117581187
Path 182 | total_timesteps 2201.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.303946263643997
Path 183 | total_timesteps 2209.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.303301622831562
Path 184 | total_timesteps 2223.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.301818181818183
Path 185 | total_timesteps 2230.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.302852348993289
Path 186 | total_timesteps 2248.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.305004193458204
Path 187 | total_timesteps 2270.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.303521520402459
Path 188 | total_timesteps 2278.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.30176026823135
Path 189 | total_timesteps 2286.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.303072625698324
Path 190 | total_timesteps 2307.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.303825746998045
Path 191 | total_timesteps 2323.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.302903405918482
Path 192 | total_timesteps 2333.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.303377058331007
Path 193 | total_timesteps 2349.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.304129464285714
Path 194 | total_timesteps 2366.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.303207810320782
Path 195 | total_timesteps 2374.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.302007808142777
Path 196 | total_timesteps 2383.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.301644828547532
Path 197 | total_timesteps 2399.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.301003344481606
Path 198 | total_timesteps 2410.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.301198105321816
Path 199 | total_timesteps 2423.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.302228412256268
Path 200 | total_timesteps 2439.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.301865775549986
Path 201 | total_timesteps 2454.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.30261692650334
Path 202 | total_timesteps 2473.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.301419426662957
Path 203 | total_timesteps 2484.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.29966611018364
Path 204 | total_timesteps 2494.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.298470097357441
Path 205 | total_timesteps 2503.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.297552836484984
Path 206 | total_timesteps 2512.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.297192104531554
Path 207 | total_timesteps 2525.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.296553640911618
Path 208 | total_timesteps 2534.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.297026951931093
Path 209 | total_timesteps 2549.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.297222222222222
Path 210 | total_timesteps 2567.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.295751180227715
Path 211 | total_timesteps 2574.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.29483620210994
Path 212 | total_timesteps 2585.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.29503191784624
Path 213 | total_timesteps 2601.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.294117647058824
Path 214 | total_timesteps 2610.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.292371705963939
Path 215 | total_timesteps 2618.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.293677204658902
Path 216 | total_timesteps 2638.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.291932353756584
Path 217 | total_timesteps 2645.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.291574279379157
Path 218 | total_timesteps 2655.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.28983097811028
Path 219 | total_timesteps 2662.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.288642659279779
Path 220 | total_timesteps 2672.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.287178067017447
Path 221 | total_timesteps 2683.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.285991140642304
Path 222 | total_timesteps 2694.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.285635206199833
Path 223 | total_timesteps 2710.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.285279468732707
Path 224 | total_timesteps 2724.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.284370677731674
Path 225 | total_timesteps 2734.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.283185840707965
Path 226 | total_timesteps 2742.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.283107547691458
Path 227 | total_timesteps 2753.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.28220011055832
Path 228 | total_timesteps 2764.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.28046421663443
Path 229 | total_timesteps 2773.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.279558011049724
Path 230 | total_timesteps 2783.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.27754763877382
Path 231 | total_timesteps 2793.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.278851463279956
Path 232 | total_timesteps 2814.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.278774496273806
Path 233 | total_timesteps 2826.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.277593818984547
Path 234 | total_timesteps 2835.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.27696551724138
Path 235 | total_timesteps 2848.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.276061776061775
Path 236 | total_timesteps 2859.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.276812792941826
Path 237 | total_timesteps 2873.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.275633958103638
Path 238 | total_timesteps 2882.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.274455772940204
Path 239 | total_timesteps 2893.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.273278236914601
Path 240 | total_timesteps 2901.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.27237675571468
Path 241 | total_timesteps 2913.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.271200440528634
Path 242 | total_timesteps 2921.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.270575282135976
Path 243 | total_timesteps 2931.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.26967528893781
Path 244 | total_timesteps 2939.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.267950481430537
Path 245 | total_timesteps 2945.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.266501650165017
Path 246 | total_timesteps 2955.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.265878471267529
Path 247 | total_timesteps 2965.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.266355140186915
Path 248 | total_timesteps 2979.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.265457543281121
Path 249 | total_timesteps 2989.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.26510989010989
Path 250 | total_timesteps 3000.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.264487778082945
Path 251 | total_timesteps 3014.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.265513454146074
Path 252 | total_timesteps 3033.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.265989569036508
Path 253 | total_timesteps 3047.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.265642151481888
Path 254 | total_timesteps 3058.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.264197530864198
Path 255 | total_timesteps 3065.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.264673614920461
Path 256 | total_timesteps 3079.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.264326843981355
Path 257 | total_timesteps 3091.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.263157894736842
Path 258 | total_timesteps 3103.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.262263633872294
Path 259 | total_timesteps 3112.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.260821917808219
Path 260 | total_timesteps 3119.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.259928786633798
Path 261 | total_timesteps 3130.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.26013143483023
Path 262 | total_timesteps 3148.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.258417738844786
Path 263 | total_timesteps 3156.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.256978653530378
Path 264 | total_timesteps 3163.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.255540355677155
Path 265 | total_timesteps 3172.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.25355579868709
Path 266 | total_timesteps 3179.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.251845775225595
Path 267 | total_timesteps 3185.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.251503553854565
Path 268 | total_timesteps 3195.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.252528013118338
Path 269 | total_timesteps 3211.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.252459016393443
Path 270 | total_timesteps 3226.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.251024310297733
Path 271 | total_timesteps 3235.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.249863462588749
Path 272 | total_timesteps 3242.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.248976248976248
Path 273 | total_timesteps 3252.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.249454148471616
Path 274 | total_timesteps 3266.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.248021828103683
Path 275 | total_timesteps 3274.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.249045280960175
Path 276 | total_timesteps 3293.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.247613853286065
Path 277 | total_timesteps 3302.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.24618320610687
Path 278 | total_timesteps 3310.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.244208231125647
Path 279 | total_timesteps 3319.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.243596730245232
Path 280 | total_timesteps 3331.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.242440751838735
Path 281 | total_timesteps 3340.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.241285403050108
Path 282 | total_timesteps 3351.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.241219711407568
Path 283 | total_timesteps 3363.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.240881872618399
Path 284 | total_timesteps 3374.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.241904761904761
Path 285 | total_timesteps 3391.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.241294885745376
Path 286 | total_timesteps 3403.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.239869458797934
Path 287 | total_timesteps 3411.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.240619902120718
Path 288 | total_timesteps 3430.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.239467246534385
Path 289 | total_timesteps 3438.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.239402173913044
Path 290 | total_timesteps 3454.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.24096712849769
Path 291 | total_timesteps 3476.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.241173275393807
Path 292 | total_timesteps 3495.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.240293239207167
Path 293 | total_timesteps 3505.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.238870792616721
Path 294 | total_timesteps 3512.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.237449118046133
Path 295 | total_timesteps 3521.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.23548562126967
Path 296 | total_timesteps 3529.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.234608082451858
Path 297 | total_timesteps 3544.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.234273318872017
Path 298 | total_timesteps 3554.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.232854432095419
Path 299 | total_timesteps 3562.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.232520325203252
Path 300 | total_timesteps 3574.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.232728257924682
Path 301 | total_timesteps 3590.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.232936078006501
Path 302 | total_timesteps 3602.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.231789872732197
Path 303 | total_timesteps 3611.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.23064428803465
Path 304 | total_timesteps 3620.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.229499323410014
Path 305 | total_timesteps 3630.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.228084415584416
Path 306 | total_timesteps 3638.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.227481741952936
Path 307 | total_timesteps 3649.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.226608977825851
Path 308 | total_timesteps 3657.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.2257366855907
Path 309 | total_timesteps 3665.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.225945945945947
Path 310 | total_timesteps 3681.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.225344501486084
Path 311 | total_timesteps 3691.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.223662884927066
Path 312 | total_timesteps 3701.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.223872535781798
Path 313 | total_timesteps 3716.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.222192224622031
Path 314 | total_timesteps 3723.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.221862348178137
Path 315 | total_timesteps 3735.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.221802482460875
Path 316 | total_timesteps 3753.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.22201240895603
Path 317 | total_timesteps 3765.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.223570658036678
Path 318 | total_timesteps 3784.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.222431922351038
Path 319 | total_timesteps 3795.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.222102425876011
Path 320 | total_timesteps 3805.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.222312045270817
Path 321 | total_timesteps 3820.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.22063577586207
Path 322 | total_timesteps 3828.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.218691085375706
Path 323 | total_timesteps 3836.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.217555196553581
Path 324 | total_timesteps 3848.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.21749663526245
Path 325 | total_timesteps 3859.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.217976318622174
Path 326 | total_timesteps 3875.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.216841538875437
Path 327 | total_timesteps 3882.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.21624529316837
Path 328 | total_timesteps 3891.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.215649368109707
Path 329 | total_timesteps 3904.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.21478494623656
Path 330 | total_timesteps 3914.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.213652244020425
Path 331 | total_timesteps 3924.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.213326168726491
Path 332 | total_timesteps 3938.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.212194466827826
Path 333 | total_timesteps 3946.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.211331901181525
Path 334 | total_timesteps 3955.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.210738255033558
Path 335 | total_timesteps 3965.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.209339774557165
Path 336 | total_timesteps 3972.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.207405419908774
Path 337 | total_timesteps 3980.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.20681330472103
Path 338 | total_timesteps 3990.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.206221507106463
Path 339 | total_timesteps 4002.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.20563002680965
Path 340 | total_timesteps 4013.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.204770838917181
Path 341 | total_timesteps 4021.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.204983922829582
Path 342 | total_timesteps 4036.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.20385748727565
Path 343 | total_timesteps 4049.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.20299946438136
Path 344 | total_timesteps 4058.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.201874163319946
Path 345 | total_timesteps 4066.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.201017130620984
Path 346 | total_timesteps 4076.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.2001605565962
Path 347 | total_timesteps 4086.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.200642054574638
Path 348 | total_timesteps 4102.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.199786039047874
Path 349 | total_timesteps 4111.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.199465240641711
Path 350 | total_timesteps 4123.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.198609997326917
Path 351 | total_timesteps 4131.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.19722073757349
Path 352 | total_timesteps 4141.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.196900881645739
Path 353 | total_timesteps 4154.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.196848290598291
Path 354 | total_timesteps 4166.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.197062750333778
Path 355 | total_timesteps 4180.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.197544046983449
Path 356 | total_timesteps 4198.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.19669068588204
Path 357 | total_timesteps 4207.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.198505869797225
Path 358 | total_timesteps 4227.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.197385969591892
Path 359 | total_timesteps 4235.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.197333333333333
Path 360 | total_timesteps 4249.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.195947747267395
Path 361 | total_timesteps 4257.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.195095948827293
Path 362 | total_timesteps 4268.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.194244604316546
Path 363 | total_timesteps 4280.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.194725625998935
Path 364 | total_timesteps 4300.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.193342210386152
Path 365 | total_timesteps 4307.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.192758253461129
Path 366 | total_timesteps 4320.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.192973116848549
Path 367 | total_timesteps 4337.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.193986162852582
Path 368 | total_timesteps 4355.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.192338387869114
Path 369 | total_timesteps 4364.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.190425531914894
Path 370 | total_timesteps 4371.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.190640787024728
Path 371 | total_timesteps 4386.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.191653375863902
Path 372 | total_timesteps 4405.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.191070954026044
Path 373 | total_timesteps 4417.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.191285866099893
Path 374 | total_timesteps 4431.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.190172642762285
Path 375 | total_timesteps 4439.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.18932554434413
Path 376 | total_timesteps 4449.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.188478895672949
Path 377 | total_timesteps 4459.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.187367303609342
Path 378 | total_timesteps 4469.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.189970814539667
Path 379 | total_timesteps 4492.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.190981432360743
Path 380 | total_timesteps 4511.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.1909307875895
Path 381 | total_timesteps 4524.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.190349946977731
Path 382 | total_timesteps 4535.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.190299496421945
Path 383 | total_timesteps 4549.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.188659247482777
Path 384 | total_timesteps 4557.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.187814569536425
Path 385 | total_timesteps 4569.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.19094279661017
Path 386 | total_timesteps 4597.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.191157002912364
Path 387 | total_timesteps 4612.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.192165166754897
Path 388 | total_timesteps 4628.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.191585075416777
Path 389 | total_timesteps 4642.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.19021164021164
Path 390 | total_timesteps 4650.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.191748214758
Path 391 | total_timesteps 4672.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.190375462718139
Path 392 | total_timesteps 4682.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.189532117367168
Path 393 | total_timesteps 4691.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.189217758985201
Path 394 | total_timesteps 4704.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.188375165125496
Path 395 | total_timesteps 4714.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.188325409403063
Path 396 | total_timesteps 4730.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.188539741219962
Path 397 | total_timesteps 4747.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.187697993664203
Path 398 | total_timesteps 4757.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.186856690419635
Path 399 | total_timesteps 4768.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.185224274406332
Path 400 | total_timesteps 4777.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.183856502242152
Path 401 | total_timesteps 4786.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.183280590717299
Path 402 | total_timesteps 4796.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.18270498286317
Path 403 | total_timesteps 4810.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.182656826568266
Path 404 | total_timesteps 4823.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.182345191040843
Path 405 | total_timesteps 4837.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.182033719704952
Path 406 | total_timesteps 4848.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.180405583355281
Path 407 | total_timesteps 4857.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.179568193786203
Path 408 | total_timesteps 4866.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.179257699394578
Path 409 | total_timesteps 4877.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.179210526315789
Path 410 | total_timesteps 4889.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.178374112075769
Path 411 | total_timesteps 4899.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.177012098895318
Path 412 | total_timesteps 4906.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.176965553510387
Path 413 | total_timesteps 4922.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.175604626708727
Path 414 | total_timesteps 4929.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.174507227332457
Path 415 | total_timesteps 4937.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.17288491854966
Path 416 | total_timesteps 4944.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.171788810086682
Path 417 | total_timesteps 4951.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.170693277310924
Path 418 | total_timesteps 4960.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.171436072459963
Path 419 | total_timesteps 4974.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.170603674540683
Path 420 | total_timesteps 4982.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.170821306743637
Path 421 | total_timesteps 4998.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.171563483735572
Path 422 | total_timesteps 5016.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.17046944662995
Path 423 | total_timesteps 5024.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.171997902464604
Path 424 | total_timesteps 5045.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.170904325032765
Path 425 | total_timesteps 5055.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.170335429769391
Path 426 | total_timesteps 5067.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.168980875032748
Path 427 | total_timesteps 5074.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.167888947092719
Path 428 | total_timesteps 5083.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.168892380204243
Path 429 | total_timesteps 5102.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.169633507853403
Path 430 | total_timesteps 5121.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.171159382360639
Path 431 | total_timesteps 5145.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.17032967032967
Path 432 | total_timesteps 5159.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.170546691080304
Path 433 | total_timesteps 5173.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.172855648535565
Path 434 | total_timesteps 5195.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.17202614379085
Path 435 | total_timesteps 5206.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.171458442237324
Path 436 | total_timesteps 5215.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.170368434805331
Path 437 | total_timesteps 5222.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.16901776384535
Path 438 | total_timesteps 5230.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.167667798380778
Path 439 | total_timesteps 5239.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.168146214099217
Path 440 | total_timesteps 5256.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.167058209344818
Path 441 | total_timesteps 5269.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.169102296450939
Path 442 | total_timesteps 5290.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.169058178972085
Path 443 | total_timesteps 5304.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.168231611893583
Path 444 | total_timesteps 5312.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.167144719687093
Path 445 | total_timesteps 5321.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.16579770594369
Path 446 | total_timesteps 5333.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.166015115976023
Path 447 | total_timesteps 5346.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.16519020323085
Path 448 | total_timesteps 5356.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.165407658244334
Path 449 | total_timesteps 5370.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.164322916666666
Path 450 | total_timesteps 5378.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.163759437646446
Path 451 | total_timesteps 5389.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.162935970848517
Path 452 | total_timesteps 5400.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.161852719229769
Path 453 | total_timesteps 5410.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.161030176899063
Path 454 | total_timesteps 5419.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.160208062418725
Path 455 | total_timesteps 5430.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.16120644825793
Path 456 | total_timesteps 5449.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.16012477255004
Path 457 | total_timesteps 5457.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.15904365904366
Path 458 | total_timesteps 5469.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.160041569238762
Path 459 | total_timesteps 5484.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.16
Path 460 | total_timesteps 5497.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.160737470786808
Path 461 | total_timesteps 5515.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.16043613707165
Path 462 | total_timesteps 5531.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.159875421749286
Path 463 | total_timesteps 5540.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.158017644006227
Path 464 | total_timesteps 5546.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.158236057068741
Path 465 | total_timesteps 5560.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.158713692946058
Path 466 | total_timesteps 5575.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.158154005703915
Path 467 | total_timesteps 5585.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.158631415241057
Path 468 | total_timesteps 5601.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.159367711842446
Path 469 | total_timesteps 5620.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.158031088082902
Path 470 | total_timesteps 5630.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.15954415954416
Path 471 | total_timesteps 5649.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.160279647850855
Path 472 | total_timesteps 5665.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.160238156872897
Path 473 | total_timesteps 5678.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.15916149068323
Path 474 | total_timesteps 5690.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.158602846054334
Path 475 | total_timesteps 5699.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.157527159855148
Path 476 | total_timesteps 5707.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.158003620377553
Path 477 | total_timesteps 5722.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.15770423991727
Path 478 | total_timesteps 5734.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.156371155337297
Path 479 | total_timesteps 5745.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.156072351421189
Path 480 | total_timesteps 5761.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.155773701885817
Path 481 | total_timesteps 5776.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.15495867768595
Path 482 | total_timesteps 5786.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.15414407436096
Path 483 | total_timesteps 5795.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.154104284976768
Path 484 | total_timesteps 5807.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.152516129032257
Path 485 | total_timesteps 5814.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.151186790505676
Path 486 | total_timesteps 5821.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.152953314418365
Path 487 | total_timesteps 5843.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.154203197524497
Path 488 | total_timesteps 5861.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.154163444186645
Path 489 | total_timesteps 5876.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.153865979381443
Path 490 | total_timesteps 5889.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.152795671218758
Path 491 | total_timesteps 5900.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.151468315301392
Path 492 | total_timesteps 5908.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.15014164305949
Path 493 | total_timesteps 5915.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.149845520082389
Path 494 | total_timesteps 5926.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.14877734877735
Path 495 | total_timesteps 5937.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.147452393206382
Path 496 | total_timesteps 5947.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.14792899408284
Path 497 | total_timesteps 5966.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.147633744855968
Path 498 | total_timesteps 5977.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.146824376446387
Path 499 | total_timesteps 5989.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.145758354755785
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.12    |
| Iteration     | 8        |
| MaximumReturn | 2.7      |
| MinimumReturn | -20.5    |
| TotalSamples  | 40040    |
----------------------------
itr #9 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.0160172451287508
Validation loss = 0.015691418200731277
Validation loss = 0.01678619533777237
Validation loss = 0.015437977388501167
Validation loss = 0.016559498384594917
Validation loss = 0.01501375436782837
Validation loss = 0.014587322250008583
Validation loss = 0.015333728864789009
Validation loss = 0.015362870879471302
Validation loss = 0.015026832930743694
Validation loss = 0.0177418515086174
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.015885164961218834
Validation loss = 0.01636767014861107
Validation loss = 0.016340035945177078
Validation loss = 0.015395322814583778
Validation loss = 0.016370359808206558
Validation loss = 0.015571268275380135
Validation loss = 0.015470363199710846
Validation loss = 0.015341709367930889
Validation loss = 0.015070417895913124
Validation loss = 0.015197043307125568
Validation loss = 0.016565974801778793
Validation loss = 0.015157729387283325
Validation loss = 0.015043174847960472
Validation loss = 0.015588594600558281
Validation loss = 0.014492236077785492
Validation loss = 0.015261732041835785
Validation loss = 0.016456445679068565
Validation loss = 0.014548826031386852
Validation loss = 0.01552182249724865
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.145720894371626
Path 1 | total_timesteps 14.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.145940390544707
Path 2 | total_timesteps 28.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.14513228872335
Path 3 | total_timesteps 36.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.145351823317926
Path 4 | total_timesteps 51.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.14403080872914
Path 5 | total_timesteps 59.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.14271047227926
Path 6 | total_timesteps 69.
number of affinization with epsilon = 3 is 1
average number of affinization = 10.140364382858609
Path 7 | total_timesteps 76.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.139558748075936
Path 8 | total_timesteps 88.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.138497050525777
Path 9 | total_timesteps 96.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.137948717948717
Path 10 | total_timesteps 106.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.138426044603948
Path 11 | total_timesteps 121.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.138134290107637
Path 12 | total_timesteps 133.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.137586471944658
Path 13 | total_timesteps 146.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.137551229508198
Path 14 | total_timesteps 159.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.138028169014085
Path 15 | total_timesteps 176.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.137480798771122
Path 16 | total_timesteps 189.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.135909905298183
Path 17 | total_timesteps 196.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.138178096212897
Path 18 | total_timesteps 220.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.138142747505755
Path 19 | total_timesteps 233.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.13759590792839
Path 20 | total_timesteps 246.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.136026591664535
Path 21 | total_timesteps 253.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.136758691206545
Path 22 | total_timesteps 269.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.135701507794531
Path 23 | total_timesteps 277.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.13643331630046
Path 24 | total_timesteps 293.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.135376756066412
Path 25 | total_timesteps 303.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.134831460674157
Path 26 | total_timesteps 313.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.134541741128414
Path 27 | total_timesteps 325.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.134252169474221
Path 28 | total_timesteps 335.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.133197244194948
Path 29 | total_timesteps 346.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.131377551020408
Path 30 | total_timesteps 354.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.130068859984698
Path 31 | total_timesteps 363.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.12901580826109
Path 32 | total_timesteps 374.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.12847310731583
Path 33 | total_timesteps 385.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.127166156982671
Path 34 | total_timesteps 394.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.126369426751593
Path 35 | total_timesteps 403.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.127356087620988
Path 36 | total_timesteps 426.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.126305067481539
Path 37 | total_timesteps 435.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.1270366598778
Path 38 | total_timesteps 453.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.127767879867651
Path 39 | total_timesteps 471.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.126717557251908
Path 40 | total_timesteps 479.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.128211650979395
Path 41 | total_timesteps 498.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.128433367243133
Path 42 | total_timesteps 512.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.127637935418257
Path 43 | total_timesteps 524.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.126334519572953
Path 44 | total_timesteps 531.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.126302414231258
Path 45 | total_timesteps 546.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.126016260162602
Path 46 | total_timesteps 559.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.125222250444502
Path 47 | total_timesteps 569.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.125698324022347
Path 48 | total_timesteps 585.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.124143183549124
Path 49 | total_timesteps 594.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.123604060913706
Path 50 | total_timesteps 603.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.122811469170262
Path 51 | total_timesteps 613.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.122272957889397
Path 52 | total_timesteps 622.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.121227491757544
Path 53 | total_timesteps 632.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.120182555780932
Path 54 | total_timesteps 641.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.122686945500634
Path 55 | total_timesteps 663.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.122149011657374
Path 56 | total_timesteps 674.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.121104636432733
Path 57 | total_timesteps 682.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.119807497467072
Path 58 | total_timesteps 693.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.119523930108889
Path 59 | total_timesteps 705.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.118987341772153
Path 60 | total_timesteps 719.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.118451025056947
Path 61 | total_timesteps 733.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.117408906882591
Path 62 | total_timesteps 743.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.116114343536555
Path 63 | total_timesteps 752.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.114567526555387
Path 64 | total_timesteps 760.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.113021491782554
Path 65 | total_timesteps 766.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.112487360970677
Path 66 | total_timesteps 777.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.110942633308062
Path 67 | total_timesteps 785.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.10965133906013
Path 68 | total_timesteps 793.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.110886587522101
Path 69 | total_timesteps 813.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.111616161616162
Path 70 | total_timesteps 830.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.11184044433224
Path 71 | total_timesteps 843.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.1108026249369
Path 72 | total_timesteps 852.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.109512995205652
Path 73 | total_timesteps 859.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.109485368314834
Path 74 | total_timesteps 878.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.109457755359395
Path 75 | total_timesteps 895.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.108169440242058
Path 76 | total_timesteps 902.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.108646332240989
Path 77 | total_timesteps 916.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.108114919354838
Path 78 | total_timesteps 926.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.106575963718821
Path 79 | total_timesteps 934.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.106297229219143
Path 80 | total_timesteps 946.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.109796021153361
Path 81 | total_timesteps 972.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.110020140986908
Path 82 | total_timesteps 986.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.109237352126856
Path 83 | total_timesteps 995.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.107951685958732
Path 84 | total_timesteps 1001.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.107421383647798
Path 85 | total_timesteps 1018.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.106639839034205
Path 86 | total_timesteps 1028.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.106361579079708
Path 87 | total_timesteps 1039.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.106334841628959
Path 88 | total_timesteps 1055.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.105554159336517
Path 89 | total_timesteps 1064.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.104020100502513
Path 90 | total_timesteps 1071.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.10273800552625
Path 91 | total_timesteps 1080.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.101456554495229
Path 92 | total_timesteps 1089.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.100928948029123
Path 93 | total_timesteps 1100.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.100150602409638
Path 94 | total_timesteps 1108.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.099623588456712
Path 95 | total_timesteps 1118.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.099096838936276
Path 96 | total_timesteps 1131.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.099573614246301
Path 97 | total_timesteps 1145.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.098796389167502
Path 98 | total_timesteps 1156.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.098520932564552
Path 99 | total_timesteps 1170.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.097243107769424
Path 100 | total_timesteps 1178.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.09771986970684
Path 101 | total_timesteps 1192.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.09744488977956
Path 102 | total_timesteps 1209.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.09717004758327
Path 103 | total_timesteps 1225.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.095643465197798
Path 104 | total_timesteps 1233.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.094367959949938
Path 105 | total_timesteps 1240.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.093093093093094
Path 106 | total_timesteps 1249.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.092069051788842
Path 107 | total_timesteps 1259.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.094297148574286
Path 108 | total_timesteps 1282.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.094773693423356
Path 109 | total_timesteps 1296.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.09425
Path 110 | total_timesteps 1309.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.096725818545364
Path 111 | total_timesteps 1334.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.095952023988007
Path 112 | total_timesteps 1345.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.09617786660005
Path 113 | total_timesteps 1359.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.096653346653346
Path 114 | total_timesteps 1374.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.096129837702872
Path 115 | total_timesteps 1385.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.094857713429855
Path 116 | total_timesteps 1393.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.093087097579236
Path 117 | total_timesteps 1399.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.092814371257486
Path 118 | total_timesteps 1412.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.093040658518333
Path 119 | total_timesteps 1427.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.092269326683292
Path 120 | total_timesteps 1438.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.091747693841935
Path 121 | total_timesteps 1453.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.09222333000997
Path 122 | total_timesteps 1469.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.090954398205831
Path 123 | total_timesteps 1478.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.09118086696562
Path 124 | total_timesteps 1492.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.09016189290162
Path 125 | total_timesteps 1501.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.088894422310757
Path 126 | total_timesteps 1509.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.08787652476973
Path 127 | total_timesteps 1517.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.086112493778
Path 128 | total_timesteps 1526.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.085593431201792
Path 129 | total_timesteps 1540.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.084328358208955
Path 130 | total_timesteps 1550.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.084058691867694
Path 131 | total_timesteps 1562.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.083540527100945
Path 132 | total_timesteps 1571.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.082276907780264
Path 133 | total_timesteps 1579.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.082504970178926
Path 134 | total_timesteps 1591.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.081490683229813
Path 135 | total_timesteps 1601.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.082215598609041
Path 136 | total_timesteps 1616.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.081698534889496
Path 137 | total_timesteps 1627.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.080933465739822
Path 138 | total_timesteps 1635.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.079672375279225
Path 139 | total_timesteps 1643.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.078411910669976
Path 140 | total_timesteps 1653.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.07715207144629
Path 141 | total_timesteps 1660.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.076636904761905
Path 142 | total_timesteps 1671.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.076121993553187
Path 143 | total_timesteps 1685.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.075855230540407
Path 144 | total_timesteps 1696.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.079306071871128
Path 145 | total_timesteps 1725.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.07854311199207
Path 146 | total_timesteps 1733.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.07753282140203
Path 147 | total_timesteps 1742.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.077761267954433
Path 148 | total_timesteps 1757.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.07699925724189
Path 149 | total_timesteps 1767.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.077227722772276
Path 150 | total_timesteps 1782.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.076713684731502
Path 151 | total_timesteps 1792.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.07619990103909
Path 152 | total_timesteps 1807.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.07642839475637
Path 153 | total_timesteps 1820.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.077151335311573
Path 154 | total_timesteps 1838.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.076143386897405
Path 155 | total_timesteps 1847.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.075135936727632
Path 156 | total_timesteps 1859.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.075611564121571
Path 157 | total_timesteps 1873.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.075345849802371
Path 158 | total_timesteps 1888.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.076068164979008
Path 159 | total_timesteps 1903.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.075308641975308
Path 160 | total_timesteps 1917.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.075536904468033
Path 161 | total_timesteps 1931.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.075271470878578
Path 162 | total_timesteps 1950.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.074512706637059
Path 163 | total_timesteps 1962.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.073014306857425
Path 164 | total_timesteps 1970.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.073736128236744
Path 165 | total_timesteps 1987.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.072978303747535
Path 166 | total_timesteps 1999.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.073206803056445
Path 167 | total_timesteps 2012.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.072203055692459
Path 168 | total_timesteps 2021.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.071446169007144
Path 169 | total_timesteps 2029.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.072413793103449
Path 170 | total_timesteps 2047.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.071903472051218
Path 171 | total_timesteps 2059.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.072378138847858
Path 172 | total_timesteps 2073.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.072114201329066
Path 173 | total_timesteps 2087.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.072096456692913
Path 174 | total_timesteps 2101.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.071832718327183
Path 175 | total_timesteps 2111.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.072552877520906
Path 176 | total_timesteps 2127.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.071305630686009
Path 177 | total_timesteps 2135.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.070796460176991
Path 178 | total_timesteps 2145.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.070041779306955
Path 179 | total_timesteps 2153.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.071253071253071
Path 180 | total_timesteps 2171.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.070498648980594
Path 181 | total_timesteps 2181.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.069990176817289
Path 182 | total_timesteps 2194.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.070955069972992
Path 183 | total_timesteps 2212.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.069464899361806
Path 184 | total_timesteps 2220.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.068466257668712
Path 185 | total_timesteps 2230.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.068204121687929
Path 186 | total_timesteps 2241.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.069413784645572
Path 187 | total_timesteps 2259.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.070377636096126
Path 188 | total_timesteps 2277.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.069624908065702
Path 189 | total_timesteps 2290.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.069607843137256
Path 190 | total_timesteps 2304.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.069100710610144
Path 191 | total_timesteps 2315.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.068103870651642
Path 192 | total_timesteps 2327.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.067842272838599
Path 193 | total_timesteps 2337.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.066601371204701
Path 194 | total_timesteps 2345.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.065116279069768
Path 195 | total_timesteps 2352.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.06387665198238
Path 196 | total_timesteps 2360.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.062882309762662
Path 197 | total_timesteps 2370.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.062622309197652
Path 198 | total_timesteps 2383.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.061384201516264
Path 199 | total_timesteps 2391.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.061369193154034
Path 200 | total_timesteps 2404.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.060131997066732
Path 201 | total_timesteps 2414.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.060361681329423
Path 202 | total_timesteps 2429.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.0601026142194
Path 203 | total_timesteps 2440.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.059599413776258
Path 204 | total_timesteps 2450.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.06007326007326
Path 205 | total_timesteps 2465.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.059326171875
Path 206 | total_timesteps 2478.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.058579448376861
Path 207 | total_timesteps 2487.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.05783308931186
Path 208 | total_timesteps 2496.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.05635520858746
Path 209 | total_timesteps 2504.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.05560975609756
Path 210 | total_timesteps 2515.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.055108510119483
Path 211 | total_timesteps 2527.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.056557776694296
Path 212 | total_timesteps 2546.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.05727516451377
Path 213 | total_timesteps 2565.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.0567738791423
Path 214 | total_timesteps 2576.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.0557856272838
Path 215 | total_timesteps 2584.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.05942523136873
Path 216 | total_timesteps 2614.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.058193328463599
Path 217 | total_timesteps 2624.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.059152872444011
Path 218 | total_timesteps 2643.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.060355317595523
Path 219 | total_timesteps 2660.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.05985401459854
Path 220 | total_timesteps 2673.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.058623206032596
Path 221 | total_timesteps 2680.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.057879377431906
Path 222 | total_timesteps 2691.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.059810357403355
Path 223 | total_timesteps 2711.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.059309674282936
Path 224 | total_timesteps 2723.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.059052247873632
Path 225 | total_timesteps 2740.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.058309037900875
Path 226 | total_timesteps 2751.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.058051979596794
Path 227 | total_timesteps 2767.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.057066537153958
Path 228 | total_timesteps 2775.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.058266569555718
Path 229 | total_timesteps 2795.
number of affinization with epsilon = 3 is 2
average number of affinization = 10.05631067961165
Path 230 | total_timesteps 2801.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.056297015287551
Path 231 | total_timesteps 2813.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.05482775351771
Path 232 | total_timesteps 2820.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.054571913655106
Path 233 | total_timesteps 2834.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.05407371483996
Path 234 | total_timesteps 2846.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.055030303030303
Path 235 | total_timesteps 2865.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.053805138148327
Path 236 | total_timesteps 2872.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.053549794039254
Path 237 | total_timesteps 2884.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.053294573643411
Path 238 | total_timesteps 2899.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.052797287478809
Path 239 | total_timesteps 2908.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.052784503631962
Path 240 | total_timesteps 2922.
number of affinization with epsilon = 3 is 2
average number of affinization = 10.050835148874365
Path 241 | total_timesteps 2929.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.050580832526622
Path 242 | total_timesteps 2940.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.051778369223324
Path 243 | total_timesteps 2959.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.051765844218675
Path 244 | total_timesteps 2974.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.051511487303507
Path 245 | total_timesteps 2986.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.050773694390715
Path 246 | total_timesteps 2997.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.050036258158086
Path 247 | total_timesteps 3008.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.049540840985983
Path 248 | total_timesteps 3020.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.049045663203673
Path 249 | total_timesteps 3030.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.047342995169082
Path 250 | total_timesteps 3037.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.046607099734363
Path 251 | total_timesteps 3046.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.046354418155481
Path 252 | total_timesteps 3061.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.045619116582186
Path 253 | total_timesteps 3070.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.045608108108109
Path 254 | total_timesteps 3085.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.044390832328107
Path 255 | total_timesteps 3092.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.0429329474192
Path 256 | total_timesteps 3098.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.042440318302388
Path 257 | total_timesteps 3108.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.04122468659595
Path 258 | total_timesteps 3119.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.040250662810315
Path 259 | total_timesteps 3127.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.04
Path 260 | total_timesteps 3139.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.038785834738617
Path 261 | total_timesteps 3148.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.039499036608863
Path 262 | total_timesteps 3164.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.038285576691548
Path 263 | total_timesteps 3172.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.04092441020703
Path 264 | total_timesteps 3196.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.040192539109507
Path 265 | total_timesteps 3206.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.03849855630414
Path 266 | total_timesteps 3212.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.039451527543902
Path 267 | total_timesteps 3231.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.043530543530544
Path 268 | total_timesteps 3263.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.043039192113488
Path 269 | total_timesteps 3272.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.043509615384615
Path 270 | total_timesteps 3291.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.043018505167026
Path 271 | total_timesteps 3300.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.042767900048053
Path 272 | total_timesteps 3314.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.041796781167427
Path 273 | total_timesteps 3327.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.041066282420749
Path 274 | total_timesteps 3335.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.040096038415367
Path 275 | total_timesteps 3344.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.039126260201632
Path 276 | total_timesteps 3351.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.038636909047277
Path 277 | total_timesteps 3361.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.03742802303263
Path 278 | total_timesteps 3368.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.0383785080355
Path 279 | total_timesteps 3386.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.038129496402878
Path 280 | total_timesteps 3398.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.036921601534404
Path 281 | total_timesteps 3406.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.035714285714286
Path 282 | total_timesteps 3415.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.034507548526241
Path 283 | total_timesteps 3424.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.034499281264974
Path 284 | total_timesteps 3437.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.034251497005988
Path 285 | total_timesteps 3451.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.034961685823754
Path 286 | total_timesteps 3470.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.034713909504429
Path 287 | total_timesteps 3484.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.034705600765916
Path 288 | total_timesteps 3498.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.034697296003829
Path 289 | total_timesteps 3517.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.033732057416268
Path 290 | total_timesteps 3526.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.032288926094235
Path 291 | total_timesteps 3534.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.032042085126733
Path 292 | total_timesteps 3544.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.031317236433182
Path 293 | total_timesteps 3554.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.030831739961759
Path 294 | total_timesteps 3563.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.02962962962963
Path 295 | total_timesteps 3573.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.029383659818443
Path 296 | total_timesteps 3583.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.028898973011703
Path 297 | total_timesteps 3599.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.028414517669532
Path 298 | total_timesteps 3614.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.027452852709477
Path 299 | total_timesteps 3623.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.026968973747017
Path 300 | total_timesteps 3634.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.026008112622286
Path 301 | total_timesteps 3641.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.026001908396946
Path 302 | total_timesteps 3656.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.02694967803482
Path 303 | total_timesteps 3672.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.027658559847401
Path 304 | total_timesteps 3690.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.028605482717522
Path 305 | total_timesteps 3705.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.028122020972354
Path 306 | total_timesteps 3717.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.027162258756254
Path 307 | total_timesteps 3726.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.026441162458314
Path 308 | total_timesteps 3737.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.025244105739462
Path 309 | total_timesteps 3747.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.023571428571428
Path 310 | total_timesteps 3754.
number of affinization with epsilon = 3 is 2
average number of affinization = 10.021661509164485
Path 311 | total_timesteps 3761.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.020704426463588
Path 312 | total_timesteps 3770.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.019271948608138
Path 313 | total_timesteps 3779.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.018078020932446
Path 314 | total_timesteps 3792.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.01807372175981
Path 315 | total_timesteps 3807.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.016880646695197
Path 316 | total_timesteps 3815.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.015450439743285
Path 317 | total_timesteps 3823.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.015209125475286
Path 318 | total_timesteps 3834.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.014017581373247
Path 319 | total_timesteps 3844.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.01353919239905
Path 320 | total_timesteps 3857.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.013061030634054
Path 321 | total_timesteps 3870.
number of affinization with epsilon = 3 is 2
average number of affinization = 10.011158594491928
Path 322 | total_timesteps 3877.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.009494422027059
Path 323 | total_timesteps 3883.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.009254864736592
Path 324 | total_timesteps 3894.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.008303677342823
Path 325 | total_timesteps 3901.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.006878557874764
Path 326 | total_timesteps 3909.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.006402655916528
Path 327 | total_timesteps 3920.
number of affinization with epsilon = 3 is 3
average number of affinization = 10.004741583688952
Path 328 | total_timesteps 3928.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.003318321877222
Path 329 | total_timesteps 3935.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.002843601895735
Path 330 | total_timesteps 3948.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.003316749585407
Path 331 | total_timesteps 3964.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.002368545712931
Path 332 | total_timesteps 3973.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.001894387875918
Path 333 | total_timesteps 3982.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.003077651515152
Path 334 | total_timesteps 4001.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.002366863905326
Path 335 | total_timesteps 4009.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.000946521533365
Path 336 | total_timesteps 4018.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.9995268511947
Path 337 | total_timesteps 4025.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.999763481551561
Path 338 | total_timesteps 4040.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.0
Path 339 | total_timesteps 4055.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.000236406619385
Path 340 | total_timesteps 4071.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.99858189553297
Path 341 | total_timesteps 4078.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.99976370510397
Path 342 | total_timesteps 4095.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.999527521852114
Path 343 | total_timesteps 4107.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.999291450165328
Path 344 | total_timesteps 4120.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.997874852420306
Path 345 | total_timesteps 4130.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.997875354107649
Path 346 | total_timesteps 4144.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.996931791361813
Path 347 | total_timesteps 4154.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.995752713544125
Path 348 | total_timesteps 4161.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.995046001415428
Path 349 | total_timesteps 4169.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.994811320754717
Path 350 | total_timesteps 4179.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.993869370431502
Path 351 | total_timesteps 4188.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.994578029231494
Path 352 | total_timesteps 4205.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.993165213292482
Path 353 | total_timesteps 4213.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.99363807728558
Path 354 | total_timesteps 4230.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.993404004711426
Path 355 | total_timesteps 4243.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.99317004239284
Path 356 | total_timesteps 4258.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.993878031551684
Path 357 | total_timesteps 4275.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.993173258003766
Path 358 | total_timesteps 4283.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.992233466698046
Path 359 | total_timesteps 4291.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.992470588235294
Path 360 | total_timesteps 4304.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.992237120677487
Path 361 | total_timesteps 4316.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.991298212605832
Path 362 | total_timesteps 4325.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.992711027509992
Path 363 | total_timesteps 4345.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.992477668077104
Path 364 | total_timesteps 4357.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.99153936545241
Path 365 | total_timesteps 4365.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.991071428571429
Path 366 | total_timesteps 4375.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.990838618745595
Path 367 | total_timesteps 4385.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.991310474401127
Path 368 | total_timesteps 4402.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.990842920873444
Path 369 | total_timesteps 4414.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.992723004694836
Path 370 | total_timesteps 4439.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.991551279042477
Path 371 | total_timesteps 4447.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.99061473486626
Path 372 | total_timesteps 4458.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.989209476894207
Path 373 | total_timesteps 4466.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.988039399624766
Path 374 | total_timesteps 4474.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.987338804220398
Path 375 | total_timesteps 4482.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.987810595405533
Path 376 | total_timesteps 4497.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.98734473869229
Path 377 | total_timesteps 4511.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.986176194939082
Path 378 | total_timesteps 4518.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.984539704848912
Path 379 | total_timesteps 4525.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.983372365339578
Path 380 | total_timesteps 4534.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.983376258487473
Path 381 | total_timesteps 4548.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.982209737827715
Path 382 | total_timesteps 4558.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.983618066931898
Path 383 | total_timesteps 4578.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.983855872718765
Path 384 | total_timesteps 4597.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.982923976608188
Path 385 | total_timesteps 4605.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.9822263797942
Path 386 | total_timesteps 4613.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.982931961655366
Path 387 | total_timesteps 4629.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.984338475923328
Path 388 | total_timesteps 4649.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.984108436550596
Path 389 | total_timesteps 4665.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.983644859813085
Path 390 | total_timesteps 4676.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.982714319084327
Path 391 | total_timesteps 4687.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.981784212984588
Path 392 | total_timesteps 4695.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.97992061639038
Path 393 | total_timesteps 4703.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.97875816993464
Path 394 | total_timesteps 4712.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.97852975495916
Path 395 | total_timesteps 4724.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.978534764349043
Path 396 | total_timesteps 4740.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.977606717984605
Path 397 | total_timesteps 4751.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.976445895522389
Path 398 | total_timesteps 4759.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.975285614362322
Path 399 | total_timesteps 4768.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.976223776223776
Path 400 | total_timesteps 4785.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.975064087625261
Path 401 | total_timesteps 4793.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.974137931034482
Path 402 | total_timesteps 4801.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.975075704635453
Path 403 | total_timesteps 4817.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.975780158360504
Path 404 | total_timesteps 4835.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.975320139697322
Path 405 | total_timesteps 4844.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.976024208566107
Path 406 | total_timesteps 4860.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.975098906213637
Path 407 | total_timesteps 4870.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.974406700791066
Path 408 | total_timesteps 4880.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.973016980693185
Path 409 | total_timesteps 4887.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.974418604651163
Path 410 | total_timesteps 4905.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.974192048360846
Path 411 | total_timesteps 4922.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.973035797303579
Path 412 | total_timesteps 4928.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.973506855682082
Path 413 | total_timesteps 4944.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.973048327137546
Path 414 | total_timesteps 4956.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.971893147502904
Path 415 | total_timesteps 4965.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.970506270320483
Path 416 | total_timesteps 4972.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.969816577664268
Path 417 | total_timesteps 4980.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.969359331476323
Path 418 | total_timesteps 4990.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.969134369923417
Path 419 | total_timesteps 5002.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.968677494199536
Path 420 | total_timesteps 5013.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.967988865692416
Path 421 | total_timesteps 5022.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.966836734693878
Path 422 | total_timesteps 5031.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.96568513795502
Path 423 | total_timesteps 5041.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.966388502549838
Path 424 | total_timesteps 5058.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.96593279258401
Path 425 | total_timesteps 5069.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.964318813716405
Path 426 | total_timesteps 5078.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.963863794301599
Path 427 | total_timesteps 5092.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.9634089856415
Path 428 | total_timesteps 5104.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.96457513313267
Path 429 | total_timesteps 5125.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.964351851851852
Path 430 | total_timesteps 5137.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.96551724137931
Path 431 | total_timesteps 5157.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.964368347987042
Path 432 | total_timesteps 5165.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.963682627804765
Path 433 | total_timesteps 5175.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.96322849213691
Path 434 | total_timesteps 5188.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.962543352601156
Path 435 | total_timesteps 5200.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.96208969024503
Path 436 | total_timesteps 5212.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.961174023572914
Path 437 | total_timesteps 5221.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.960489833641406
Path 438 | total_timesteps 5229.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.95957495957496
Path 439 | total_timesteps 5237.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.95796766743649
Path 440 | total_timesteps 5244.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.958208265989379
Path 441 | total_timesteps 5263.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.95752539242844
Path 442 | total_timesteps 5273.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.958227555965843
Path 443 | total_timesteps 5290.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.958237194277803
Path 444 | total_timesteps 5303.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.958938869665513
Path 445 | total_timesteps 5319.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.958487084870848
Path 446 | total_timesteps 5331.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.95757436015679
Path 447 | total_timesteps 5340.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.956662056247119
Path 448 | total_timesteps 5348.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.957593915648767
Path 449 | total_timesteps 5367.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.9573732718894
Path 450 | total_timesteps 5382.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.956692006450126
Path 451 | total_timesteps 5392.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.95601105481345
Path 452 | total_timesteps 5400.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.955330416762607
Path 453 | total_timesteps 5409.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.95511049723757
Path 454 | total_timesteps 5420.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.95512082853855
Path 455 | total_timesteps 5433.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.954440865163368
Path 456 | total_timesteps 5443.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.955141476880607
Path 457 | total_timesteps 5457.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.954461821527138
Path 458 | total_timesteps 5467.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.953322602897218
Path 459 | total_timesteps 5474.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.95264367816092
Path 460 | total_timesteps 5484.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.951965065502183
Path 461 | total_timesteps 5493.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.950827205882353
Path 462 | total_timesteps 5502.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.949230415805191
Path 463 | total_timesteps 5510.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.949471750114837
Path 464 | total_timesteps 5524.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.94833524684271
Path 465 | total_timesteps 5534.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.949265381083563
Path 466 | total_timesteps 5555.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.948588478310764
Path 467 | total_timesteps 5564.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.949288664525012
Path 468 | total_timesteps 5583.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.948382656572608
Path 469 | total_timesteps 5594.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.948394495412844
Path 470 | total_timesteps 5609.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.94771841320798
Path 471 | total_timesteps 5618.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.947042640990372
Path 472 | total_timesteps 5626.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.946596378638551
Path 473 | total_timesteps 5639.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.945692025664528
Path 474 | total_timesteps 5647.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.947308132875143
Path 475 | total_timesteps 5669.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.947091158955566
Path 476 | total_timesteps 5683.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.947103274559193
Path 477 | total_timesteps 5694.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.949175824175825
Path 478 | total_timesteps 5716.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.94850080109865
Path 479 | total_timesteps 5730.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.947826086956521
Path 480 | total_timesteps 5739.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.948295584534431
Path 481 | total_timesteps 5753.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.947163769441904
Path 482 | total_timesteps 5760.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.947633203750286
Path 483 | total_timesteps 5777.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.947416552354824
Path 484 | total_timesteps 5792.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.94742857142857
Path 485 | total_timesteps 5809.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.946983546617917
Path 486 | total_timesteps 5820.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.948137994059858
Path 487 | total_timesteps 5837.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.946779351301965
Path 488 | total_timesteps 5845.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.94724823018954
Path 489 | total_timesteps 5861.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.946118721461188
Path 490 | total_timesteps 5870.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.945674503538005
Path 491 | total_timesteps 5882.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.94477407576449
Path 492 | total_timesteps 5890.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.944558521560575
Path 493 | total_timesteps 5903.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.943658759124087
Path 494 | total_timesteps 5911.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.943443557582668
Path 495 | total_timesteps 5922.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.943684450524396
Path 496 | total_timesteps 5935.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.944381126054251
Path 497 | total_timesteps 5951.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.945077484047403
Path 498 | total_timesteps 5966.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.943722943722944
Path 499 | total_timesteps 5973.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.94259681093394
Path 500 | total_timesteps 5981.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.943065360965612
Path 501 | total_timesteps 5995.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.941939890710383
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.67    |
| Iteration     | 9        |
| MaximumReturn | 2.93     |
| MinimumReturn | -18.8    |
| TotalSamples  | 44042    |
----------------------------
itr #10 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.015611067414283752
Validation loss = 0.014500552788376808
Validation loss = 0.014746117405593395
Validation loss = 0.015059462748467922
Validation loss = 0.014567679725587368
Validation loss = 0.014706871472299099
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.015252613462507725
Validation loss = 0.01427491009235382
Validation loss = 0.014697179198265076
Validation loss = 0.014402326196432114
Validation loss = 0.016681233420968056
Validation loss = 0.014409830793738365
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.941270202595037
Path 1 | total_timesteps 11.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.940373236231224
Path 2 | total_timesteps 18.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.939021615472127
Path 3 | total_timesteps 27.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.940400363967242
Path 4 | total_timesteps 47.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.939504207414146
Path 5 | total_timesteps 57.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.938153706230105
Path 6 | total_timesteps 64.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.939077062968856
Path 7 | total_timesteps 82.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.938863636363637
Path 8 | total_timesteps 95.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.938195864576233
Path 9 | total_timesteps 104.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.937755565651976
Path 10 | total_timesteps 114.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.936861230978877
Path 11 | total_timesteps 124.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.938010899182562
Path 12 | total_timesteps 144.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.937797956867197
Path 13 | total_timesteps 156.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.937585111211984
Path 14 | total_timesteps 167.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.936237803494441
Path 15 | total_timesteps 175.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.937613430127042
Path 16 | total_timesteps 194.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.936493535949195
Path 17 | total_timesteps 202.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.937414965986395
Path 18 | total_timesteps 220.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.937429154386761
Path 19 | total_timesteps 233.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.936990027198549
Path 20 | total_timesteps 245.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.936551099025607
Path 21 | total_timesteps 257.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.935885817852288
Path 22 | total_timesteps 271.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.935220838052095
Path 23 | total_timesteps 280.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.935009057971014
Path 24 | total_timesteps 293.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.935023771790808
Path 25 | total_timesteps 307.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.935038478949751
Path 26 | total_timesteps 321.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.934374292826432
Path 27 | total_timesteps 335.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.93552036199095
Path 28 | total_timesteps 353.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.935082560506673
Path 29 | total_timesteps 365.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.93441881501583
Path 30 | total_timesteps 374.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.933755369658602
Path 31 | total_timesteps 386.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.933092224231464
Path 32 | total_timesteps 396.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.932203389830509
Path 33 | total_timesteps 406.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.932218707636693
Path 34 | total_timesteps 419.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.931330472103005
Path 35 | total_timesteps 427.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.931797651309846
Path 36 | total_timesteps 442.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.933167757958907
Path 37 | total_timesteps 464.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.932505643340857
Path 38 | total_timesteps 473.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.931392462198149
Path 39 | total_timesteps 482.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.931182310469314
Path 40 | total_timesteps 496.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.930521091811414
Path 41 | total_timesteps 505.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.930311231393775
Path 42 | total_timesteps 516.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.931003382187148
Path 43 | total_timesteps 535.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.931920649233543
Path 44 | total_timesteps 553.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.931259860265946
Path 45 | total_timesteps 565.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.932852636322668
Path 46 | total_timesteps 583.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.933093038972741
Path 47 | total_timesteps 598.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.932207207207208
Path 48 | total_timesteps 606.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.931772123395632
Path 49 | total_timesteps 617.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.932687978388113
Path 50 | total_timesteps 638.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.932027909070447
Path 51 | total_timesteps 649.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.931143114311432
Path 52 | total_timesteps 657.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.930933633295838
Path 53 | total_timesteps 668.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.930274403958615
Path 54 | total_timesteps 680.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.929615471104116
Path 55 | total_timesteps 688.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.928732014388489
Path 56 | total_timesteps 697.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.92762418521016
Path 57 | total_timesteps 705.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.926741573033707
Path 58 | total_timesteps 717.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.925859357447765
Path 59 | total_timesteps 725.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.925876010781671
Path 60 | total_timesteps 736.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.92679092746463
Path 61 | total_timesteps 757.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.925909295015716
Path 62 | total_timesteps 764.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.92435465768799
Path 63 | total_timesteps 772.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.92504488330341
Path 64 | total_timesteps 789.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.923939869867624
Path 65 | total_timesteps 802.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.923732615522656
Path 66 | total_timesteps 815.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.922852657546535
Path 67 | total_timesteps 825.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.923991031390134
Path 68 | total_timesteps 846.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.923111409997759
Path 69 | total_timesteps 858.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.923128641864635
Path 70 | total_timesteps 873.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.923818059601166
Path 71 | total_timesteps 889.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.925851254480287
Path 72 | total_timesteps 913.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.924972004479283
Path 73 | total_timesteps 922.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.924540976265114
Path 74 | total_timesteps 932.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.925453324378777
Path 75 | total_timesteps 951.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.924350940017906
Path 76 | total_timesteps 959.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.923920340120832
Path 77 | total_timesteps 974.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.923266219239373
Path 78 | total_timesteps 984.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.921717736524268
Path 79 | total_timesteps 991.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.920393559928444
Path 80 | total_timesteps 1000.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.919517102615695
Path 81 | total_timesteps 1007.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.918641037103264
Path 82 | total_timesteps 1014.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.917765363128492
Path 83 | total_timesteps 1024.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.917113494191241
Path 84 | total_timesteps 1033.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.916685280321644
Path 85 | total_timesteps 1043.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.917150513622152
Path 86 | total_timesteps 1056.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.916052690332663
Path 87 | total_timesteps 1065.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.914732142857142
Path 88 | total_timesteps 1073.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.913635349252399
Path 89 | total_timesteps 1081.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.91343150379295
Path 90 | total_timesteps 1091.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.91300468436315
Path 91 | total_timesteps 1103.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.911462979482605
Path 92 | total_timesteps 1109.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.911482720178372
Path 93 | total_timesteps 1122.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.914177440927329
Path 94 | total_timesteps 1150.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.913082237575217
Path 95 | total_timesteps 1156.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.91488413547237
Path 96 | total_timesteps 1178.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.913566495878815
Path 97 | total_timesteps 1185.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.913808463251671
Path 98 | total_timesteps 1200.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.91315965263861
Path 99 | total_timesteps 1209.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.913401602849511
Path 100 | total_timesteps 1222.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.912753171600267
Path 101 | total_timesteps 1231.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.911437472185137
Path 102 | total_timesteps 1238.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.910567296996662
Path 103 | total_timesteps 1245.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.909252669039146
Path 104 | total_timesteps 1253.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.908383366688904
Path 105 | total_timesteps 1260.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.90840373499333
Path 106 | total_timesteps 1274.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.90820182262725
Path 107 | total_timesteps 1290.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.907333333333334
Path 108 | total_timesteps 1299.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.9064652299489
Path 109 | total_timesteps 1308.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.905375388716125
Path 110 | total_timesteps 1319.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.904063957361759
Path 111 | total_timesteps 1326.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.90386323268206
Path 112 | total_timesteps 1339.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.903884572697004
Path 113 | total_timesteps 1353.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.904349755881048
Path 114 | total_timesteps 1368.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.904814732638119
Path 115 | total_timesteps 1385.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.903726708074535
Path 116 | total_timesteps 1393.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.902860944777112
Path 117 | total_timesteps 1402.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.901552106430156
Path 118 | total_timesteps 1411.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.900687209044557
Path 119 | total_timesteps 1421.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.89915780141844
Path 120 | total_timesteps 1427.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.898736982051851
Path 121 | total_timesteps 1436.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.898094816127603
Path 122 | total_timesteps 1446.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.89811738648948
Path 123 | total_timesteps 1457.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.898582816651905
Path 124 | total_timesteps 1474.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.897498339605933
Path 125 | total_timesteps 1483.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.898849048251439
Path 126 | total_timesteps 1504.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.898650143837132
Path 127 | total_timesteps 1514.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.898451327433628
Path 128 | total_timesteps 1526.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.899358548993586
Path 129 | total_timesteps 1542.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.899159663865547
Path 130 | total_timesteps 1558.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.898960866681406
Path 131 | total_timesteps 1570.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.898099027409373
Path 132 | total_timesteps 1579.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.897458563535912
Path 133 | total_timesteps 1589.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.898144056562085
Path 134 | total_timesteps 1606.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.897282968853546
Path 135 | total_timesteps 1615.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.896863957597173
Path 136 | total_timesteps 1624.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.895782733495253
Path 137 | total_timesteps 1633.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.895584988962472
Path 138 | total_timesteps 1648.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.894725226219377
Path 139 | total_timesteps 1658.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.894527802294792
Path 140 | total_timesteps 1669.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.894330465475402
Path 141 | total_timesteps 1685.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.894133215703572
Path 142 | total_timesteps 1700.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.893274531422271
Path 143 | total_timesteps 1708.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.892416225749558
Path 144 | total_timesteps 1717.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.89221952832268
Path 145 | total_timesteps 1731.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.890921110621418
Path 146 | total_timesteps 1739.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.89182639347874
Path 147 | total_timesteps 1758.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.891850220264317
Path 148 | total_timesteps 1771.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.891433604932834
Path 149 | total_timesteps 1784.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.891677675033025
Path 150 | total_timesteps 1799.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.892141756548536
Path 151 | total_timesteps 1814.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.891725352112676
Path 152 | total_timesteps 1826.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.891089108910892
Path 153 | total_timesteps 1836.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.889793224813022
Path 154 | total_timesteps 1844.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.889157686386628
Path 155 | total_timesteps 1855.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.888742304309586
Path 156 | total_timesteps 1865.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.88766761925698
Path 157 | total_timesteps 1873.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.887912087912088
Path 158 | total_timesteps 1885.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.888376181059108
Path 159 | total_timesteps 1901.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.888181019332162
Path 160 | total_timesteps 1914.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.887107401713155
Path 161 | total_timesteps 1923.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.886253842775583
Path 162 | total_timesteps 1934.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.885620197585071
Path 163 | total_timesteps 1942.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.884986830553117
Path 164 | total_timesteps 1950.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.883914856265086
Path 165 | total_timesteps 1959.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.883282141290039
Path 166 | total_timesteps 1967.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.883088396578197
Path 167 | total_timesteps 1977.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.883114035087718
Path 168 | total_timesteps 1992.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.88182416136812
Path 169 | total_timesteps 2000.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.88163086365629
Path 170 | total_timesteps 2010.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.881218496603111
Path 171 | total_timesteps 2021.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.881463628396144
Path 172 | total_timesteps 2035.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.880832420591457
Path 173 | total_timesteps 2045.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.881515549715287
Path 174 | total_timesteps 2062.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.880008758484783
Path 175 | total_timesteps 2068.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.878502626970228
Path 176 | total_timesteps 2076.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.877653753556578
Path 177 | total_timesteps 2085.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.876586433260394
Path 178 | total_timesteps 2094.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.875957120980091
Path 179 | total_timesteps 2105.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.875328083989501
Path 180 | total_timesteps 2114.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.875355346599607
Path 181 | total_timesteps 2129.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.874726716222124
Path 182 | total_timesteps 2138.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.874535519125683
Path 183 | total_timesteps 2151.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.874125874125873
Path 184 | total_timesteps 2161.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.874808826742408
Path 185 | total_timesteps 2179.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.873307121013543
Path 186 | total_timesteps 2185.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.872679624372134
Path 187 | total_timesteps 2193.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.87227074235808
Path 188 | total_timesteps 2203.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.873608382449246
Path 189 | total_timesteps 2224.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.874072457442164
Path 190 | total_timesteps 2240.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.87344534147938
Path 191 | total_timesteps 2251.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.87347294938918
Path 192 | total_timesteps 2264.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.874154852780807
Path 193 | total_timesteps 2278.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.873310074138683
Path 194 | total_timesteps 2286.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.873991715718335
Path 195 | total_timesteps 2302.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.872711421098519
Path 196 | total_timesteps 2310.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.871431684462847
Path 197 | total_timesteps 2317.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.87037037037037
Path 198 | total_timesteps 2329.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.870398605968198
Path 199 | total_timesteps 2342.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.869337979094077
Path 200 | total_timesteps 2351.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.869148704550403
Path 201 | total_timesteps 2362.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.869612538093165
Path 202 | total_timesteps 2377.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.8689880304679
Path 203 | total_timesteps 2385.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.867711053089643
Path 204 | total_timesteps 2392.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.867522297150316
Path 205 | total_timesteps 2403.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.866246193997391
Path 206 | total_timesteps 2411.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.864535768645357
Path 207 | total_timesteps 2418.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.864347826086956
Path 208 | total_timesteps 2430.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.863290589002391
Path 209 | total_timesteps 2439.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.86418948283355
Path 210 | total_timesteps 2458.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.863132739517706
Path 211 | total_timesteps 2466.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.862076455256299
Path 212 | total_timesteps 2473.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.861889250814333
Path 213 | total_timesteps 2489.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.863004776378636
Path 214 | total_timesteps 2514.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.861732146733232
Path 215 | total_timesteps 2522.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.86111111111111
Path 216 | total_timesteps 2531.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.86005641136906
Path 217 | total_timesteps 2539.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.859002169197398
Path 218 | total_timesteps 2549.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.858382129689872
Path 219 | total_timesteps 2559.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.857979184735473
Path 220 | total_timesteps 2570.
number of affinization with epsilon = 3 is 1
average number of affinization = 9.856058963797961
Path 221 | total_timesteps 2577.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.855656697009103
Path 222 | total_timesteps 2588.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.856338028169015
Path 223 | total_timesteps 2606.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.855719237435009
Path 224 | total_timesteps 2618.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.854667533030106
Path 225 | total_timesteps 2626.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.854915547856216
Path 226 | total_timesteps 2640.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.855379952370644
Path 227 | total_timesteps 2656.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.856060606060606
Path 228 | total_timesteps 2672.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.855226141527808
Path 229 | total_timesteps 2680.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.854608394634358
Path 230 | total_timesteps 2693.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.854423534501406
Path 231 | total_timesteps 2705.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.855103806228374
Path 232 | total_timesteps 2720.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.856432432432433
Path 233 | total_timesteps 2741.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.858192823173368
Path 234 | total_timesteps 2764.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.858223470931488
Path 235 | total_timesteps 2778.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.857821953327571
Path 236 | total_timesteps 2789.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.857852667962844
Path 237 | total_timesteps 2806.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.85658747300216
Path 238 | total_timesteps 2813.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.855970632692722
Path 239 | total_timesteps 2823.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.857081174438687
Path 240 | total_timesteps 2844.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.857112022447659
Path 241 | total_timesteps 2859.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.856279671989641
Path 242 | total_timesteps 2868.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.855231930960086
Path 243 | total_timesteps 2877.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.854831751509922
Path 244 | total_timesteps 2886.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.854216087987924
Path 245 | total_timesteps 2896.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.852738249245364
Path 246 | total_timesteps 2903.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.852123302435869
Path 247 | total_timesteps 2911.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.851293103448276
Path 248 | total_timesteps 2921.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.851109674639087
Path 249 | total_timesteps 2932.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.850495476087893
Path 250 | total_timesteps 2941.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.849020030152918
Path 251 | total_timesteps 2949.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.848406546080964
Path 252 | total_timesteps 2957.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.847793326157158
Path 253 | total_timesteps 2970.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.847180370210934
Path 254 | total_timesteps 2980.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.848074026253498
Path 255 | total_timesteps 2999.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.846815834767643
Path 256 | total_timesteps 3007.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.846418584641858
Path 257 | total_timesteps 3021.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.845806451612903
Path 258 | total_timesteps 3033.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.8449795742851
Path 259 | total_timesteps 3040.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.844582975064489
Path 260 | total_timesteps 3049.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.844186546314205
Path 261 | total_timesteps 3060.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.844434894714224
Path 262 | total_timesteps 3077.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.843394199785177
Path 263 | total_timesteps 3085.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.842568728522338
Path 264 | total_timesteps 3092.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.84131415074082
Path 265 | total_timesteps 3099.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.840489480463718
Path 266 | total_timesteps 3110.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.840523717535952
Path 267 | total_timesteps 3121.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.840343347639484
Path 268 | total_timesteps 3133.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.84059214760781
Path 269 | total_timesteps 3147.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.83955383955384
Path 270 | total_timesteps 3155.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.838944885266995
Path 271 | total_timesteps 3167.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.839408233276158
Path 272 | total_timesteps 3183.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.840943193997857
Path 273 | total_timesteps 3201.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.840548649807115
Path 274 | total_timesteps 3212.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.839940004285408
Path 275 | total_timesteps 3222.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.840402742073692
Path 276 | total_timesteps 3238.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.839580209895052
Path 277 | total_timesteps 3245.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.839614561027837
Path 278 | total_timesteps 3258.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.839434810533076
Path 279 | total_timesteps 3272.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.839683219178083
Path 280 | total_timesteps 3286.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.839075540338113
Path 281 | total_timesteps 3295.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.838254172015404
Path 282 | total_timesteps 3307.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.837005347593584
Path 283 | total_timesteps 3314.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.8366124893071
Path 284 | total_timesteps 3325.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.837716484926235
Path 285 | total_timesteps 3347.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.8373236425823
Path 286 | total_timesteps 3358.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.836289805514
Path 287 | total_timesteps 3367.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.835470085470085
Path 288 | total_timesteps 3379.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.834437086092715
Path 289 | total_timesteps 3390.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.833618111917984
Path 290 | total_timesteps 3397.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.83386717915866
Path 291 | total_timesteps 3412.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.836037574722459
Path 292 | total_timesteps 3438.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.835005336179295
Path 293 | total_timesteps 3446.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.835253947930005
Path 294 | total_timesteps 3461.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.834435673138469
Path 295 | total_timesteps 3471.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.833404436860068
Path 296 | total_timesteps 3478.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.832160375346556
Path 297 | total_timesteps 3484.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.831556503198295
Path 298 | total_timesteps 3495.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.83201875932637
Path 299 | total_timesteps 3511.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.832693947144074
Path 300 | total_timesteps 3530.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.833155763903687
Path 301 | total_timesteps 3543.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.832126118449084
Path 302 | total_timesteps 3552.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.833439829605965
Path 303 | total_timesteps 3573.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.832197614991482
Path 304 | total_timesteps 3581.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.830955929316586
Path 305 | total_timesteps 3591.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.829714772243507
Path 306 | total_timesteps 3598.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.82889976590764
Path 307 | total_timesteps 3608.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.828085106382979
Path 308 | total_timesteps 3617.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.827483514145927
Path 309 | total_timesteps 3629.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.826456826882177
Path 310 | total_timesteps 3637.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.825430576227939
Path 311 | total_timesteps 3646.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.825255102040817
Path 312 | total_timesteps 3661.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.824867162592986
Path 313 | total_timesteps 3671.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.824691882702933
Path 314 | total_timesteps 3685.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.824729126832377
Path 315 | total_timesteps 3699.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.823704333050127
Path 316 | total_timesteps 3707.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.822467615204927
Path 317 | total_timesteps 3713.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.822292993630573
Path 318 | total_timesteps 3723.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.823179791976226
Path 319 | total_timesteps 3743.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.821943972835314
Path 320 | total_timesteps 3749.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.822193931678337
Path 321 | total_timesteps 3764.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.821170980059398
Path 322 | total_timesteps 3772.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.820360551431602
Path 323 | total_timesteps 3781.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.81955046649703
Path 324 | total_timesteps 3790.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.819588721645113
Path 325 | total_timesteps 3805.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.819415006358627
Path 326 | total_timesteps 3823.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.818817546090273
Path 327 | total_timesteps 3833.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.81864406779661
Path 328 | total_timesteps 3849.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.818258843465367
Path 329 | total_timesteps 3859.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.817873782295637
Path 330 | total_timesteps 3870.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.817700614016514
Path 331 | total_timesteps 3881.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.816469093988145
Path 332 | total_timesteps 3890.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.816507936507936
Path 333 | total_timesteps 3904.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.815065594583157
Path 334 | total_timesteps 3914.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.814893166913476
Path 335 | total_timesteps 3924.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.814509306260575
Path 336 | total_timesteps 3936.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.814548530344682
Path 337 | total_timesteps 3949.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.814587737843551
Path 338 | total_timesteps 3963.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.813992813358698
Path 339 | total_timesteps 3974.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.81360946745562
Path 340 | total_timesteps 3985.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.813226283541095
Path 341 | total_timesteps 3995.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.813688212927756
Path 342 | total_timesteps 4012.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.813516367476241
Path 343 | total_timesteps 4023.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.813555743243244
Path 344 | total_timesteps 4040.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.812750686088242
Path 345 | total_timesteps 4048.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.81279020683833
Path 346 | total_timesteps 4059.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.812829710909474
Path 347 | total_timesteps 4073.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.812025316455696
Path 348 | total_timesteps 4085.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.81122126133727
Path 349 | total_timesteps 4093.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.81231547870097
Path 350 | total_timesteps 4111.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.812565886569681
Path 351 | total_timesteps 4126.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.812816188870151
Path 352 | total_timesteps 4140.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.812012644889357
Path 353 | total_timesteps 4151.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.811209439528023
Path 354 | total_timesteps 4160.
number of affinization with epsilon = 3 is 1
average number of affinization = 9.809353275753107
Path 355 | total_timesteps 4167.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.809182813816344
Path 356 | total_timesteps 4179.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.80880185302169
Path 357 | total_timesteps 4188.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.809473684210527
Path 358 | total_timesteps 4207.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.810566196590191
Path 359 | total_timesteps 4232.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.80976430976431
Path 360 | total_timesteps 4240.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.809173153797602
Path 361 | total_timesteps 4251.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.80858224652924
Path 362 | total_timesteps 4259.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.807570977917981
Path 363 | total_timesteps 4267.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.807821698906645
Path 364 | total_timesteps 4279.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.807441664914862
Path 365 | total_timesteps 4292.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.806221101303068
Path 366 | total_timesteps 4301.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.805421306997268
Path 367 | total_timesteps 4312.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.804621848739496
Path 368 | total_timesteps 4323.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.80550304557866
Path 369 | total_timesteps 4339.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.804913901721966
Path 370 | total_timesteps 4348.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.804115053537686
Path 371 | total_timesteps 4357.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.803316540722083
Path 372 | total_timesteps 4365.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.802098635886674
Path 373 | total_timesteps 4371.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.803189257238774
Path 374 | total_timesteps 4389.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.803859869939165
Path 375 | total_timesteps 4407.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.802852348993289
Path 376 | total_timesteps 4415.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.80184525057664
Path 377 | total_timesteps 4426.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.80440251572327
Path 378 | total_timesteps 4452.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.804024313561099
Path 379 | total_timesteps 4464.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.804484492875105
Path 380 | total_timesteps 4481.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.803477896501152
Path 381 | total_timesteps 4488.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.803309593632175
Path 382 | total_timesteps 4499.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.803350785340314
Path 383 | total_timesteps 4514.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.802973199329983
Path 384 | total_timesteps 4524.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.802177098597445
Path 385 | total_timesteps 4535.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.802218501465049
Path 386 | total_timesteps 4546.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.803306130989746
Path 387 | total_timesteps 4567.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.802092050209206
Path 388 | total_timesteps 4576.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.801087638569337
Path 389 | total_timesteps 4583.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.799874529485571
Path 390 | total_timesteps 4591.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.800125444281832
Path 391 | total_timesteps 4606.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.799540133779264
Path 392 | total_timesteps 4617.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.799164054336469
Path 393 | total_timesteps 4627.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.798370246552444
Path 394 | total_timesteps 4636.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.798203467725088
Path 395 | total_timesteps 4652.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.798036758563075
Path 396 | total_timesteps 4663.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.797452495301734
Path 397 | total_timesteps 4671.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.796033402922756
Path 398 | total_timesteps 4678.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.796493425172198
Path 399 | total_timesteps 4694.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.795492487479132
Path 400 | total_timesteps 4703.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.795326517838514
Path 401 | total_timesteps 4721.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.794743429286608
Path 402 | total_timesteps 4732.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.793743482794577
Path 403 | total_timesteps 4740.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.792952460383653
Path 404 | total_timesteps 4748.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.793829476756306
Path 405 | total_timesteps 4767.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.79345560650271
Path 406 | total_timesteps 4777.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.793498645551157
Path 407 | total_timesteps 4789.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.793125
Path 408 | total_timesteps 4801.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.794001249739637
Path 409 | total_timesteps 4818.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.793211162015826
Path 410 | total_timesteps 4826.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.79242140328961
Path 411 | total_timesteps 4835.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.791423813488759
Path 412 | total_timesteps 4844.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.79105098855359
Path 413 | total_timesteps 4857.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.791718684977113
Path 414 | total_timesteps 4874.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.792178073642605
Path 415 | total_timesteps 4887.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.793053244592347
Path 416 | total_timesteps 4903.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.793928051569972
Path 417 | total_timesteps 4920.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.794802494802495
Path 418 | total_timesteps 4940.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.793598004572853
Path 419 | total_timesteps 4948.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.792394014962593
Path 420 | total_timesteps 4955.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.79409931435695
Path 421 | total_timesteps 4977.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.793726630660574
Path 422 | total_timesteps 4989.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.79563862928349
Path 423 | total_timesteps 5010.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.794642857142858
Path 424 | total_timesteps 5020.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.795308283163795
Path 425 | total_timesteps 5038.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.795350767953508
Path 426 | total_timesteps 5052.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.79580825897489
Path 427 | total_timesteps 5070.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.794398340248962
Path 428 | total_timesteps 5080.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.795063264882804
Path 429 | total_timesteps 5098.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.793654085441725
Path 430 | total_timesteps 5105.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.793696869168567
Path 431 | total_timesteps 5117.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.793739635157545
Path 432 | total_timesteps 5129.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.792746113989637
Path 433 | total_timesteps 5138.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.791338582677165
Path 434 | total_timesteps 5144.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.790760306608659
Path 435 | total_timesteps 5158.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.79059652029826
Path 436 | total_timesteps 5168.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.790018637399047
Path 437 | total_timesteps 5178.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.789026915113872
Path 438 | total_timesteps 5187.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.787621610432623
Path 439 | total_timesteps 5193.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.787872516556291
Path 440 | total_timesteps 5209.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.78791640802814
Path 441 | total_timesteps 5221.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.78733967728589
Path 442 | total_timesteps 5233.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.786970010341262
Path 443 | total_timesteps 5242.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.786186931348222
Path 444 | total_timesteps 5250.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.786024395286335
Path 445 | total_timesteps 5261.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.787102108309218
Path 446 | total_timesteps 5282.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.78735275883447
Path 447 | total_timesteps 5299.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.786570247933884
Path 448 | total_timesteps 5309.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.785581491427392
Path 449 | total_timesteps 5317.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.784386617100372
Path 450 | total_timesteps 5325.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.785463555647326
Path 451 | total_timesteps 5343.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.784682080924856
Path 452 | total_timesteps 5353.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.784520123839009
Path 453 | total_timesteps 5365.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.784564589352042
Path 454 | total_timesteps 5378.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.783164844233546
Path 455 | total_timesteps 5385.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.78197194719472
Path 456 | total_timesteps 5393.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.782016910703238
Path 457 | total_timesteps 5404.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.781030927835051
Path 458 | total_timesteps 5418.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.781900639043496
Path 459 | total_timesteps 5435.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.780915086562242
Path 460 | total_timesteps 5441.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.781166288893468
Path 461 | total_timesteps 5457.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.780799340749898
Path 462 | total_timesteps 5469.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.781256436663234
Path 463 | total_timesteps 5485.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.780683690280066
Path 464 | total_timesteps 5495.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.781552398599958
Path 465 | total_timesteps 5513.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.780773981062165
Path 466 | total_timesteps 5522.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.78102490224326
Path 467 | total_timesteps 5535.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.780041152263374
Path 468 | total_timesteps 5542.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.779263526023453
Path 469 | total_timesteps 5552.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.778691896338955
Path 470 | total_timesteps 5564.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.777709232983755
Path 471 | total_timesteps 5572.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.777549342105264
Path 472 | total_timesteps 5586.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.777183967112025
Path 473 | total_timesteps 5600.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.778873818331279
Path 474 | total_timesteps 5622.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.777686459831518
Path 475 | total_timesteps 5628.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.778759244042728
Path 476 | total_timesteps 5647.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.778599301704663
Path 477 | total_timesteps 5660.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.77782340862423
Path 478 | total_timesteps 5670.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.777253130773968
Path 479 | total_timesteps 5681.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.776888341543515
Path 480 | total_timesteps 5690.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.777754976400574
Path 481 | total_timesteps 5708.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.778621255642182
Path 482 | total_timesteps 5731.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.777025641025642
Path 483 | total_timesteps 5737.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.776456111566858
Path 484 | total_timesteps 5748.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.776501947918803
Path 485 | total_timesteps 5762.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.775727757277572
Path 486 | total_timesteps 5774.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.775158844025414
Path 487 | total_timesteps 5782.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.775
Path 488 | total_timesteps 5795.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.775865601311207
Path 489 | total_timesteps 5816.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.77550184350676
Path 490 | total_timesteps 5827.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.775547818963751
Path 491 | total_timesteps 5841.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.774774774774775
Path 492 | total_timesteps 5850.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.773592630501536
Path 493 | total_timesteps 5857.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.772410970118706
Path 494 | total_timesteps 5863.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.771434417843258
Path 495 | total_timesteps 5873.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.77107201309329
Path 496 | total_timesteps 5882.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.770300674984659
Path 497 | total_timesteps 5890.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.768711656441718
Path 498 | total_timesteps 5897.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.769985687998364
Path 499 | total_timesteps 5918.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.769215044971382
Path 500 | total_timesteps 5926.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.768035969752708
Path 501 | total_timesteps 5933.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.76685737637924
Path 502 | total_timesteps 5940.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.765679264555668
Path 503 | total_timesteps 5946.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.765114379084967
Path 504 | total_timesteps 5957.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.764141311006739
Path 505 | total_timesteps 5966.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.76316864026133
Path 506 | total_timesteps 5972.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.763625229638702
Path 507 | total_timesteps 5986.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.763061224489796
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.76    |
| Iteration     | 10       |
| MaximumReturn | 4.34     |
| MinimumReturn | -18.9    |
| TotalSamples  | 48043    |
----------------------------
itr #11 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.015853365883231163
Validation loss = 0.015287745743989944
Validation loss = 0.013821625150740147
Validation loss = 0.013941104523837566
Validation loss = 0.014118348248302937
Validation loss = 0.014119653962552547
Validation loss = 0.014209822751581669
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.015367851592600346
Validation loss = 0.014705308713018894
Validation loss = 0.014663820154964924
Validation loss = 0.014669564552605152
Validation loss = 0.014491165988147259
Validation loss = 0.013926963321864605
Validation loss = 0.013972878456115723
Validation loss = 0.01422728132456541
Validation loss = 0.014119182713329792
Validation loss = 0.014025896787643433
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.762089369516426
Path 1 | total_timesteps 8.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.761117911056711
Path 2 | total_timesteps 18.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.761574546196206
Path 3 | total_timesteps 35.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.763050570962479
Path 4 | total_timesteps 54.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.762487257900101
Path 5 | total_timesteps 64.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.762331838565023
Path 6 | total_timesteps 76.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.761972692072549
Path 7 | total_timesteps 86.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.763039934800325
Path 8 | total_timesteps 104.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.762477082908942
Path 9 | total_timesteps 115.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.761099796334012
Path 10 | total_timesteps 122.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.760944817756059
Path 11 | total_timesteps 136.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.760382736156352
Path 12 | total_timesteps 147.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.761449216364747
Path 13 | total_timesteps 170.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.761294261294262
Path 14 | total_timesteps 183.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.76032553407935
Path 15 | total_timesteps 190.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.760577705451587
Path 16 | total_timesteps 205.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.760016270083383
Path 17 | total_timesteps 214.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.759455063033753
Path 18 | total_timesteps 225.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.75869079081114
Path 19 | total_timesteps 234.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.758130081300813
Path 20 | total_timesteps 251.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.75838244259297
Path 21 | total_timesteps 268.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.757212515237708
Path 22 | total_timesteps 277.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.758480601259395
Path 23 | total_timesteps 295.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.758529650690496
Path 24 | total_timesteps 310.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.75776649746193
Path 25 | total_timesteps 321.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.758221680876979
Path 26 | total_timesteps 339.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.75786482646641
Path 27 | total_timesteps 349.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.756696428571429
Path 28 | total_timesteps 360.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.756340028403327
Path 29 | total_timesteps 370.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.75578093306288
Path 30 | total_timesteps 383.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.755222064489962
Path 31 | total_timesteps 392.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.754663422546635
Path 32 | total_timesteps 403.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.754307723494831
Path 33 | total_timesteps 414.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.753749493311714
Path 34 | total_timesteps 423.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.75258358662614
Path 35 | total_timesteps 430.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.752633711507293
Path 36 | total_timesteps 444.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.7520761596111
Path 37 | total_timesteps 452.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.751316322397733
Path 38 | total_timesteps 462.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.751771613686982
Path 39 | total_timesteps 477.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.752429149797571
Path 40 | total_timesteps 492.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.752681643392027
Path 41 | total_timesteps 506.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.751517604208823
Path 42 | total_timesteps 515.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.75035403601052
Path 43 | total_timesteps 521.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.751415857605178
Path 44 | total_timesteps 537.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.751668351870576
Path 45 | total_timesteps 554.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.751314193287506
Path 46 | total_timesteps 565.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.751768748736609
Path 47 | total_timesteps 579.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.751010509296686
Path 48 | total_timesteps 594.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.751667003435037
Path 49 | total_timesteps 610.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.753131313131313
Path 50 | total_timesteps 628.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.752979196121995
Path 51 | total_timesteps 639.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.75262520193861
Path 52 | total_timesteps 651.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.752675146375934
Path 53 | total_timesteps 664.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.75171578522406
Path 54 | total_timesteps 671.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.75055499495459
Path 55 | total_timesteps 680.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.74959644874899
Path 56 | total_timesteps 688.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.750252168650393
Path 57 | total_timesteps 705.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.749294070189592
Path 58 | total_timesteps 714.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.749142972373463
Path 59 | total_timesteps 727.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.747782258064516
Path 60 | total_timesteps 735.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.747026809111066
Path 61 | total_timesteps 745.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.745868601370415
Path 62 | total_timesteps 752.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.746322788635906
Path 63 | total_timesteps 771.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.745366639806608
Path 64 | total_timesteps 781.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.745216515609265
Path 65 | total_timesteps 794.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.74667740636327
Path 66 | total_timesteps 816.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.745520434870143
Path 67 | total_timesteps 824.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.746578099838969
Path 68 | total_timesteps 842.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.745824109478768
Path 69 | total_timesteps 851.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.745472837022133
Path 70 | total_timesteps 865.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.744719372359686
Path 71 | total_timesteps 876.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.744368463395013
Path 72 | total_timesteps 887.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.744218781419667
Path 73 | total_timesteps 900.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.744069159630076
Path 74 | total_timesteps 913.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.743316582914574
Path 75 | total_timesteps 921.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.743167202572348
Path 76 | total_timesteps 933.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.74281695800683
Path 77 | total_timesteps 944.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.74186420249096
Path 78 | total_timesteps 955.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.741715203856195
Path 79 | total_timesteps 967.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.741967871485944
Path 80 | total_timesteps 982.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.740815097370007
Path 81 | total_timesteps 989.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.740064231232436
Path 82 | total_timesteps 998.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.739313666465984
Path 83 | total_timesteps 1009.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.739365971107544
Path 84 | total_timesteps 1020.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.73901705115346
Path 85 | total_timesteps 1032.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.739269955876454
Path 86 | total_timesteps 1046.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.738720673751754
Path 87 | total_timesteps 1055.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.737770649558941
Path 88 | total_timesteps 1063.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.736420124273401
Path 89 | total_timesteps 1071.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.73687374749499
Path 90 | total_timesteps 1085.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.735924664395913
Path 91 | total_timesteps 1092.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.735576923076923
Path 92 | total_timesteps 1102.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.73542960144202
Path 93 | total_timesteps 1114.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.73568281938326
Path 94 | total_timesteps 1127.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.735335335335336
Path 95 | total_timesteps 1140.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.735188150520417
Path 96 | total_timesteps 1154.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.736241745047028
Path 97 | total_timesteps 1174.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.735894357743097
Path 98 | total_timesteps 1184.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.73494698939788
Path 99 | total_timesteps 1191.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.7346
Path 100 | total_timesteps 1200.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.734853029394122
Path 101 | total_timesteps 1214.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.734306277489004
Path 102 | total_timesteps 1223.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.73355986408155
Path 103 | total_timesteps 1233.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.733812949640289
Path 104 | total_timesteps 1247.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.733666333666333
Path 105 | total_timesteps 1261.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.732720735117859
Path 106 | total_timesteps 1270.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.732374675454365
Path 107 | total_timesteps 1279.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.731429712460065
Path 108 | total_timesteps 1285.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.73288081453384
Path 109 | total_timesteps 1306.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.731736526946108
Path 110 | total_timesteps 1315.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.732388744761524
Path 111 | total_timesteps 1331.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.731843575418994
Path 112 | total_timesteps 1341.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.730899660881708
Path 113 | total_timesteps 1349.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.731152772237735
Path 114 | total_timesteps 1363.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.730807577268195
Path 115 | total_timesteps 1373.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.730462519936204
Path 116 | total_timesteps 1385.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.730316922463624
Path 117 | total_timesteps 1396.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.72977281785572
Path 118 | total_timesteps 1409.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.729826658696952
Path 119 | total_timesteps 1425.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.730677290836653
Path 120 | total_timesteps 1445.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.729735112527385
Path 121 | total_timesteps 1454.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.72879330943847
Path 122 | total_timesteps 1462.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.728250049771054
Path 123 | total_timesteps 1471.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.729498407643312
Path 124 | total_timesteps 1494.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.728756218905472
Path 125 | total_timesteps 1506.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.728014325507361
Path 126 | total_timesteps 1517.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.728864133678139
Path 127 | total_timesteps 1536.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.729514717581543
Path 128 | total_timesteps 1553.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.72956850268443
Path 129 | total_timesteps 1565.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.729821073558648
Path 130 | total_timesteps 1582.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.73027231166766
Path 131 | total_timesteps 1599.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.729531001589825
Path 132 | total_timesteps 1608.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.728789986091794
Path 133 | total_timesteps 1617.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.728247914183552
Path 134 | total_timesteps 1626.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.727706057596823
Path 135 | total_timesteps 1634.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.727561556791104
Path 136 | total_timesteps 1646.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.726424459003375
Path 137 | total_timesteps 1653.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.72647876141326
Path 138 | total_timesteps 1668.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.725739233974995
Path 139 | total_timesteps 1676.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.725
Path 140 | total_timesteps 1685.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.723864312636382
Path 141 | total_timesteps 1693.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.724514081713606
Path 142 | total_timesteps 1709.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.7247670037676
Path 143 | total_timesteps 1724.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.724028548770816
Path 144 | total_timesteps 1732.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.723290386521308
Path 145 | total_timesteps 1741.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.722354340071343
Path 146 | total_timesteps 1752.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.72161680206063
Path 147 | total_timesteps 1759.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.7236529318542
Path 148 | total_timesteps 1783.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.722717369776193
Path 149 | total_timesteps 1790.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.722178217821781
Path 150 | total_timesteps 1802.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.721837259948526
Path 151 | total_timesteps 1812.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.72129849564529
Path 152 | total_timesteps 1827.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.720166237878487
Path 153 | total_timesteps 1836.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.719825880490701
Path 154 | total_timesteps 1847.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.719090009891197
Path 155 | total_timesteps 1856.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.71815664556962
Path 156 | total_timesteps 1863.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.718212378880759
Path 157 | total_timesteps 1876.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.717477263740609
Path 158 | total_timesteps 1887.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.716742439217237
Path 159 | total_timesteps 1898.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.716403162055336
Path 160 | total_timesteps 1908.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.717644734242244
Path 161 | total_timesteps 1926.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.717107862504939
Path 162 | total_timesteps 1936.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.716373691487261
Path 163 | total_timesteps 1944.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.716429699842022
Path 164 | total_timesteps 1958.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.716683119447186
Path 165 | total_timesteps 1974.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.715752072641138
Path 166 | total_timesteps 1981.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.715413459640812
Path 167 | total_timesteps 1992.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.715666929755328
Path 168 | total_timesteps 2005.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.714736634444664
Path 169 | total_timesteps 2014.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.714990138067062
Path 170 | total_timesteps 2030.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.714849142181029
Path 171 | total_timesteps 2043.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.714116719242902
Path 172 | total_timesteps 2052.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.714764439187856
Path 173 | total_timesteps 2069.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.714032321639731
Path 174 | total_timesteps 2077.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.713694581280787
Path 175 | total_timesteps 2087.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.712962962962964
Path 176 | total_timesteps 2095.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.712428599566673
Path 177 | total_timesteps 2103.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.711500590783773
Path 178 | total_timesteps 2111.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.710572947430597
Path 179 | total_timesteps 2119.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.709055118110236
Path 180 | total_timesteps 2126.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.708521944499115
Path 181 | total_timesteps 2135.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.708972845336481
Path 182 | total_timesteps 2151.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.70843989769821
Path 183 | total_timesteps 2161.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.708300550747444
Path 184 | total_timesteps 2171.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.709144542772862
Path 185 | total_timesteps 2190.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.708415257569799
Path 186 | total_timesteps 2200.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.707686259091803
Path 187 | total_timesteps 2210.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.70695754716981
Path 188 | total_timesteps 2219.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.706032619375122
Path 189 | total_timesteps 2230.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.706876227897839
Path 190 | total_timesteps 2250.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.706148104498133
Path 191 | total_timesteps 2260.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.705223880597014
Path 192 | total_timesteps 2267.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.704300019634793
Path 193 | total_timesteps 2276.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.702787593246958
Path 194 | total_timesteps 2284.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.702453385672227
Path 195 | total_timesteps 2294.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.703100470957613
Path 196 | total_timesteps 2308.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.702962526976654
Path 197 | total_timesteps 2320.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.703216947822675
Path 198 | total_timesteps 2336.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.70288291821926
Path 199 | total_timesteps 2347.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.701764705882352
Path 200 | total_timesteps 2355.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.70103901195844
Path 201 | total_timesteps 2365.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.699921599372795
Path 202 | total_timesteps 2373.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.699000587889477
Path 203 | total_timesteps 2380.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.697884012539184
Path 204 | total_timesteps 2389.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.696767874632712
Path 205 | total_timesteps 2397.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.696631414022718
Path 206 | total_timesteps 2409.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.695907577834346
Path 207 | total_timesteps 2417.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.695771339075959
Path 208 | total_timesteps 2432.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.695830886670581
Path 209 | total_timesteps 2448.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.695694716242661
Path 210 | total_timesteps 2460.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.69555859909998
Path 211 | total_timesteps 2470.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.696400625978091
Path 212 | total_timesteps 2487.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.69567768433405
Path 213 | total_timesteps 2496.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.695150567070787
Path 214 | total_timesteps 2509.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.695210166177908
Path 215 | total_timesteps 2526.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.694487881157155
Path 216 | total_timesteps 2540.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.694352159468439
Path 217 | total_timesteps 2553.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.694216490816725
Path 218 | total_timesteps 2564.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.693494823207658
Path 219 | total_timesteps 2573.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.6927734375
Path 220 | total_timesteps 2580.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.693223979691467
Path 221 | total_timesteps 2595.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.69367434595861
Path 222 | total_timesteps 2610.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.692758149521765
Path 223 | total_timesteps 2617.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.692232630757221
Path 224 | total_timesteps 2627.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.69209756097561
Path 225 | total_timesteps 2640.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.69137729223566
Path 226 | total_timesteps 2649.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.690462258630777
Path 227 | total_timesteps 2656.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.689742589703588
Path 228 | total_timesteps 2663.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.68843829206473
Path 229 | total_timesteps 2670.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.686939571150097
Path 230 | total_timesteps 2678.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.686415903332684
Path 231 | total_timesteps 2687.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.68530787217459
Path 232 | total_timesteps 2698.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.684589908435612
Path 233 | total_timesteps 2705.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.684261784183873
Path 234 | total_timesteps 2717.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.683739045764362
Path 235 | total_timesteps 2727.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.686526479750778
Path 236 | total_timesteps 2757.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.685614171695542
Path 237 | total_timesteps 2768.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.684896847022188
Path 238 | total_timesteps 2777.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.685152753453979
Path 239 | total_timesteps 2795.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.68579766536965
Path 240 | total_timesteps 2813.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.687414899824937
Path 241 | total_timesteps 2834.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.68689225982108
Path 242 | total_timesteps 2845.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.689286408710869
Path 243 | total_timesteps 2871.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.687986003110419
Path 244 | total_timesteps 2880.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.687269193391643
Path 245 | total_timesteps 2889.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.686358336572095
Path 246 | total_timesteps 2899.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.685642121624246
Path 247 | total_timesteps 2909.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.684731934731936
Path 248 | total_timesteps 2918.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.683627888910468
Path 249 | total_timesteps 2925.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.684660194174757
Path 250 | total_timesteps 2944.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.684139002135508
Path 251 | total_timesteps 2953.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.683229813664596
Path 252 | total_timesteps 2962.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.683679410052397
Path 253 | total_timesteps 2976.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.683546759798215
Path 254 | total_timesteps 2986.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.682832201745878
Path 255 | total_timesteps 2996.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.683087664856478
Path 256 | total_timesteps 3011.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.682179561760714
Path 257 | total_timesteps 3018.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.681465684373789
Path 258 | total_timesteps 3026.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.68094591975189
Path 259 | total_timesteps 3035.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.681007751937985
Path 260 | total_timesteps 3047.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.680682038364658
Path 261 | total_timesteps 3059.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.681712514529252
Path 262 | total_timesteps 3076.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.680612047259345
Path 263 | total_timesteps 3082.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.680286599535243
Path 264 | total_timesteps 3094.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.680154888673766
Path 265 | total_timesteps 3105.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.679829655439411
Path 266 | total_timesteps 3117.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.6800851557964
Path 267 | total_timesteps 3133.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.679179566563468
Path 268 | total_timesteps 3141.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.678274327722963
Path 269 | total_timesteps 3150.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.678143133462282
Path 270 | total_timesteps 3160.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.677238445175014
Path 271 | total_timesteps 3169.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.676720804331014
Path 272 | total_timesteps 3180.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.676976609317611
Path 273 | total_timesteps 3194.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.676072671047546
Path 274 | total_timesteps 3202.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.675169082125604
Path 275 | total_timesteps 3214.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.67465224111283
Path 276 | total_timesteps 3222.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.673556113579293
Path 277 | total_timesteps 3230.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.673232908458864
Path 278 | total_timesteps 3247.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.672330565746282
Path 279 | total_timesteps 3256.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.672393822393822
Path 280 | total_timesteps 3270.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.671685002895194
Path 281 | total_timesteps 3280.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.671748359706678
Path 282 | total_timesteps 3295.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.672004630522864
Path 283 | total_timesteps 3309.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.671296296296296
Path 284 | total_timesteps 3318.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.672324011571842
Path 285 | total_timesteps 3334.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.67161588893174
Path 286 | total_timesteps 3344.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.670908039329092
Path 287 | total_timesteps 3351.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.670007710100231
Path 288 | total_timesteps 3363.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.669685873964156
Path 289 | total_timesteps 3372.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.669942196531792
Path 290 | total_timesteps 3385.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.671739549219804
Path 291 | total_timesteps 3407.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.671224961479199
Path 292 | total_timesteps 3418.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.670710571923744
Path 293 | total_timesteps 3434.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.670388910281094
Path 294 | total_timesteps 3443.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.670067372473532
Path 295 | total_timesteps 3456.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.668976135488837
Path 296 | total_timesteps 3464.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.668847411968443
Path 297 | total_timesteps 3478.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.66794921123509
Path 298 | total_timesteps 3486.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.667051356030006
Path 299 | total_timesteps 3496.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.667115384615384
Path 300 | total_timesteps 3508.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.66698711786195
Path 301 | total_timesteps 3520.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.66878123798539
Path 302 | total_timesteps 3545.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.667499519507976
Path 303 | total_timesteps 3554.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.66717909300538
Path 304 | total_timesteps 3563.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.667050912584054
Path 305 | total_timesteps 3574.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.667306953515174
Path 306 | total_timesteps 3587.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.667562896101401
Path 307 | total_timesteps 3602.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.668010752688172
Path 308 | total_timesteps 3615.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.667306584757151
Path 309 | total_timesteps 3623.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.666986564299425
Path 310 | total_timesteps 3635.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.666666666666666
Path 311 | total_timesteps 3644.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.666538756715273
Path 312 | total_timesteps 3657.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.666219067715327
Path 313 | total_timesteps 3671.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.665707710011507
Path 314 | total_timesteps 3679.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.665196548418026
Path 315 | total_timesteps 3688.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.664685582822086
Path 316 | total_timesteps 3698.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.664366494153729
Path 317 | total_timesteps 3711.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.663855883480261
Path 318 | total_timesteps 3720.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.66315386089289
Path 319 | total_timesteps 3727.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.662835249042146
Path 320 | total_timesteps 3737.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.662325225052673
Path 321 | total_timesteps 3747.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.661623898889314
Path 322 | total_timesteps 3757.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.662645988895271
Path 323 | total_timesteps 3779.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.66156202143951
Path 324 | total_timesteps 3785.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.661244019138756
Path 325 | total_timesteps 3795.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.661500191350937
Path 326 | total_timesteps 3811.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.66175626554429
Path 327 | total_timesteps 3824.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.662012241775058
Path 328 | total_timesteps 3839.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.661885637789252
Path 329 | total_timesteps 3851.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.661185468451244
Path 330 | total_timesteps 3859.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.660485566813229
Path 331 | total_timesteps 3866.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.66112385321101
Path 332 | total_timesteps 3882.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.660042040894325
Path 333 | total_timesteps 3890.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.659915934275888
Path 334 | total_timesteps 3902.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.65883476599809
Path 335 | total_timesteps 3909.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.659281894576011
Path 336 | total_timesteps 3925.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.659156005346572
Path 337 | total_timesteps 3936.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.658266513936617
Path 338 | total_timesteps 3945.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.657949990456194
Path 339 | total_timesteps 3955.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.65706106870229
Path 340 | total_timesteps 3965.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.656744896012212
Path 341 | total_timesteps 3974.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.65604731018695
Path 342 | total_timesteps 3982.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.657066564943735
Path 343 | total_timesteps 4002.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.656369183829138
Path 344 | total_timesteps 4011.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.656053384175404
Path 345 | total_timesteps 4021.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.655165840640487
Path 346 | total_timesteps 4029.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.654469220506956
Path 347 | total_timesteps 4038.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.653582317073171
Path 348 | total_timesteps 4044.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.65326728900743
Path 349 | total_timesteps 4054.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.652761904761904
Path 350 | total_timesteps 4068.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.65263759283946
Path 351 | total_timesteps 4079.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.651751713632901
Path 352 | total_timesteps 4088.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.650675804302303
Path 353 | total_timesteps 4096.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.650361629234869
Path 354 | total_timesteps 4107.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.649857278782113
Path 355 | total_timesteps 4117.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.648782343987824
Path 356 | total_timesteps 4124.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.648849153509607
Path 357 | total_timesteps 4138.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.649866869532142
Path 358 | total_timesteps 4157.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.649743297204791
Path 359 | total_timesteps 4169.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.648669201520912
Path 360 | total_timesteps 4177.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.648735981752518
Path 361 | total_timesteps 4190.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.647472443937666
Path 362 | total_timesteps 4196.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.646969409082272
Path 363 | total_timesteps 4207.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.64627659574468
Path 364 | total_timesteps 4217.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.645773979107313
Path 365 | total_timesteps 4227.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.64508165590581
Path 366 | total_timesteps 4237.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.644389595595216
Path 367 | total_timesteps 4245.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.644836750189825
Path 368 | total_timesteps 4262.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.644524577718732
Path 369 | total_timesteps 4274.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.64573055028463
Path 370 | total_timesteps 4293.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.644659457408462
Path 371 | total_timesteps 4300.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.643778452200303
Path 372 | total_timesteps 4307.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.643277071875593
Path 373 | total_timesteps 4318.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.642586272279106
Path 374 | total_timesteps 4327.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.642085308056872
Path 375 | total_timesteps 4337.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.641205458680819
Path 376 | total_timesteps 4346.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.64013644115975
Path 377 | total_timesteps 4352.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.639257294429708
Path 378 | total_timesteps 4361.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.63818905095662
Path 379 | total_timesteps 4368.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.63844696969697
Path 380 | total_timesteps 4384.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.63813671653096
Path 381 | total_timesteps 4394.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.637637258614161
Path 382 | total_timesteps 4404.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.637516562559153
Path 383 | total_timesteps 4415.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.637206661619985
Path 384 | total_timesteps 4427.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.636518448438979
Path 385 | total_timesteps 4437.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.636398032538782
Path 386 | total_timesteps 4450.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.63608851900889
Path 387 | total_timesteps 4461.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.635779122541603
Path 388 | total_timesteps 4473.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.634902628096048
Path 389 | total_timesteps 4481.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.634404536862004
Path 390 | total_timesteps 4491.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.634473634473634
Path 391 | total_timesteps 4503.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.634353741496598
Path 392 | total_timesteps 4514.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.634422822595882
Path 393 | total_timesteps 4527.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.634114091424253
Path 394 | total_timesteps 4538.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.634749763928234
Path 395 | total_timesteps 4555.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.633874622356496
Path 396 | total_timesteps 4564.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.633943741740607
Path 397 | total_timesteps 4578.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.634201585503964
Path 398 | total_timesteps 4591.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.63370447254199
Path 399 | total_timesteps 4603.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.633207547169812
Path 400 | total_timesteps 4612.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.63308809658555
Path 401 | total_timesteps 4624.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.632591474915126
Path 402 | total_timesteps 4634.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.631717895530832
Path 403 | total_timesteps 4643.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.63103318250377
Path 404 | total_timesteps 4653.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.630725730442979
Path 405 | total_timesteps 4668.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.630229928382963
Path 406 | total_timesteps 4678.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.629169022046353
Path 407 | total_timesteps 4686.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.628862094951018
Path 408 | total_timesteps 4696.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.627990205311734
Path 409 | total_timesteps 4704.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.627871939736346
Path 410 | total_timesteps 4715.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.628506872528714
Path 411 | total_timesteps 4731.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.627447289156626
Path 412 | total_timesteps 4740.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.627517410126107
Path 413 | total_timesteps 4753.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.627022958223561
Path 414 | total_timesteps 4763.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.626716839134525
Path 415 | total_timesteps 4774.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.626222723852521
Path 416 | total_timesteps 4787.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.625916870415647
Path 417 | total_timesteps 4798.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.625047010154193
Path 418 | total_timesteps 4806.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.62455348749765
Path 419 | total_timesteps 4819.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.623684210526315
Path 420 | total_timesteps 4826.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.62300319488818
Path 421 | total_timesteps 4835.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.624389327320555
Path 422 | total_timesteps 4856.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.62352057110652
Path 423 | total_timesteps 4863.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.622652141247183
Path 424 | total_timesteps 4871.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.622910798122065
Path 425 | total_timesteps 4884.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.622230567029666
Path 426 | total_timesteps 4894.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.623427820536888
Path 427 | total_timesteps 4914.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.622935435435435
Path 428 | total_timesteps 4926.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.622255582660912
Path 429 | total_timesteps 4938.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.621951219512194
Path 430 | total_timesteps 4948.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.621646970549616
Path 431 | total_timesteps 4958.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.623030757689422
Path 432 | total_timesteps 4978.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.623476467279206
Path 433 | total_timesteps 4993.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.623359580052494
Path 434 | total_timesteps 5008.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.62211808809747
Path 435 | total_timesteps 5018.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.621626686656672
Path 436 | total_timesteps 5026.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.621697582911748
Path 437 | total_timesteps 5042.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.6219557886849
Path 438 | total_timesteps 5058.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.621277392770182
Path 439 | total_timesteps 5066.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.620973782771536
Path 440 | total_timesteps 5075.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.61954690132934
Path 441 | total_timesteps 5081.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.6196181205541
Path 442 | total_timesteps 5094.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.619127830806663
Path 443 | total_timesteps 5106.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.6188248502994
Path 444 | total_timesteps 5115.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.618147801683817
Path 445 | total_timesteps 5126.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.618406285072952
Path 446 | total_timesteps 5141.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.617168505704132
Path 447 | total_timesteps 5150.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.616679132385938
Path 448 | total_timesteps 5158.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.618246401196485
Path 449 | total_timesteps 5182.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.619626168224299
Path 450 | total_timesteps 5204.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.620444776677257
Path 451 | total_timesteps 5222.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.62126307922272
Path 452 | total_timesteps 5242.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.620212964692696
Path 453 | total_timesteps 5250.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.619350018677624
Path 454 | total_timesteps 5258.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.618860877684407
Path 455 | total_timesteps 5269.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.617998506348021
Path 456 | total_timesteps 5277.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.617136456972187
Path 457 | total_timesteps 5285.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.616274729376633
Path 458 | total_timesteps 5292.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.616159731293152
Path 459 | total_timesteps 5306.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.615111940298508
Path 460 | total_timesteps 5313.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.615556799104645
Path 461 | total_timesteps 5330.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.614509511376353
Path 462 | total_timesteps 5340.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.613276151407794
Path 463 | total_timesteps 5348.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.61241610738255
Path 464 | total_timesteps 5357.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.612488350419385
Path 465 | total_timesteps 5373.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.611815132314574
Path 466 | total_timesteps 5380.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.611142165082914
Path 467 | total_timesteps 5389.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.611587183308496
Path 468 | total_timesteps 5404.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.611659526913764
Path 469 | total_timesteps 5420.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.610800744878958
Path 470 | total_timesteps 5426.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.610500837832806
Path 471 | total_timesteps 5436.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.610201042442293
Path 472 | total_timesteps 5446.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.609529127117067
Path 473 | total_timesteps 5455.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.610160029772981
Path 474 | total_timesteps 5473.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.610232558139534
Path 475 | total_timesteps 5486.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.610119047619047
Path 476 | total_timesteps 5498.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.60926167007625
Path 477 | total_timesteps 5508.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.608962439568613
Path 478 | total_timesteps 5518.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.608663320319762
Path 479 | total_timesteps 5529.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.607992565055762
Path 480 | total_timesteps 5537.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.607693737223565
Path 481 | total_timesteps 5549.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.606837606837606
Path 482 | total_timesteps 5556.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.605610254504922
Path 483 | total_timesteps 5564.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.606983655274888
Path 484 | total_timesteps 5586.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.606685236768802
Path 485 | total_timesteps 5596.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.605829929446713
Path 486 | total_timesteps 5607.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.60590310005569
Path 487 | total_timesteps 5625.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.605419450631032
Path 488 | total_timesteps 5634.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.604379291148636
Path 489 | total_timesteps 5641.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.603896103896103
Path 490 | total_timesteps 5649.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.603227601558153
Path 491 | total_timesteps 5656.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.603857566765578
Path 492 | total_timesteps 5673.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.603560170591507
Path 493 | total_timesteps 5683.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.602892102335929
Path 494 | total_timesteps 5694.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.60259499536608
Path 495 | total_timesteps 5704.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.601742031134174
Path 496 | total_timesteps 5712.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.60088938299055
Path 497 | total_timesteps 5721.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.600963319748054
Path 498 | total_timesteps 5732.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.600481570661234
Path 499 | total_timesteps 5742.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.601666666666667
Path 500 | total_timesteps 5762.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.60081466395112
Path 501 | total_timesteps 5769.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.600518326545723
Path 502 | total_timesteps 5781.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.59985193411068
Path 503 | total_timesteps 5789.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.599925980754996
Path 504 | total_timesteps 5803.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.599074930619796
Path 505 | total_timesteps 5810.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.598409174990751
Path 506 | total_timesteps 5820.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.598298501941928
Path 507 | total_timesteps 5832.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.597448224852071
Path 508 | total_timesteps 5843.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.596783139212423
Path 509 | total_timesteps 5851.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.595933456561923
Path 510 | total_timesteps 5859.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.59600813158381
Path 511 | total_timesteps 5873.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.595158906134516
Path 512 | total_timesteps 5881.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.594679475337152
Path 513 | total_timesteps 5890.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.594569634281493
Path 514 | total_timesteps 5903.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.59427516158818
Path 515 | total_timesteps 5912.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.59361152141802
Path 516 | total_timesteps 5921.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.59405575041536
Path 517 | total_timesteps 5936.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.593576965669989
Path 518 | total_timesteps 5946.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.59309835763056
Path 519 | total_timesteps 5955.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.593911439114391
Path 520 | total_timesteps 5974.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.593432945950932
Path 521 | total_timesteps 5983.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.592770195499815
Path 522 | total_timesteps 5990.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.592292089249494
Path 523 | total_timesteps 5998.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.59255162241888
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.86    |
| Iteration     | 11       |
| MaximumReturn | 2.85     |
| MinimumReturn | -20.4    |
| TotalSamples  | 52050    |
----------------------------
itr #12 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.013995971530675888
Validation loss = 0.015164781361818314
Validation loss = 0.014018594287335873
Validation loss = 0.01350185927003622
Validation loss = 0.014267656952142715
Validation loss = 0.014647000469267368
Validation loss = 0.013756032101809978
Validation loss = 0.014404415152966976
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.014894921332597733
Validation loss = 0.013665514066815376
Validation loss = 0.012854356318712234
Validation loss = 0.013573316857218742
Validation loss = 0.013100272044539452
Validation loss = 0.013965262100100517
Validation loss = 0.013239454478025436
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.593179723502304
Path 1 | total_timesteps 15.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.593254699594544
Path 2 | total_timesteps 28.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.593329648056017
Path 3 | total_timesteps 42.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.593773028739868
Path 4 | total_timesteps 58.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.593663658132252
Path 5 | total_timesteps 70.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.594659300184162
Path 6 | total_timesteps 88.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.59381329405266
Path 7 | total_timesteps 98.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.593151693667158
Path 8 | total_timesteps 107.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.592122216086876
Path 9 | total_timesteps 114.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.59146117040854
Path 10 | total_timesteps 122.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.590616375344986
Path 11 | total_timesteps 132.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.589771891096394
Path 12 | total_timesteps 143.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.590215192201581
Path 13 | total_timesteps 162.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.590474439132034
Path 14 | total_timesteps 178.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.589630446773304
Path 15 | total_timesteps 189.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.58860294117647
Path 16 | total_timesteps 196.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.588678551736812
Path 17 | total_timesteps 209.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.588019110621095
Path 18 | total_timesteps 220.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.5880948006614
Path 19 | total_timesteps 232.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.588537839823658
Path 20 | total_timesteps 253.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.588062442607898
Path 21 | total_timesteps 262.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.587403598971722
Path 22 | total_timesteps 272.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.587295759133468
Path 23 | total_timesteps 285.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.587922173274595
Path 24 | total_timesteps 300.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.587447238025327
Path 25 | total_timesteps 315.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.587339449541284
Path 26 | total_timesteps 326.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.586497890295359
Path 27 | total_timesteps 333.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.586390315480557
Path 28 | total_timesteps 348.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.586466165413533
Path 29 | total_timesteps 361.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.586908690869087
Path 30 | total_timesteps 382.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.585884509624197
Path 31 | total_timesteps 390.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.585227272727273
Path 32 | total_timesteps 398.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.585853032801905
Path 33 | total_timesteps 416.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.584463173323561
Path 34 | total_timesteps 422.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.583623374244366
Path 35 | total_timesteps 430.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.582783882783882
Path 36 | total_timesteps 440.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.581761582127815
Path 37 | total_timesteps 448.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.582570487001098
Path 38 | total_timesteps 467.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.58209774848984
Path 39 | total_timesteps 479.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.582357247437775
Path 40 | total_timesteps 493.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.581884720951509
Path 41 | total_timesteps 503.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.581595316502012
Path 42 | total_timesteps 514.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.581123102249864
Path 43 | total_timesteps 525.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.580833942940746
Path 44 | total_timesteps 536.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.580910586944597
Path 45 | total_timesteps 551.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.579890310786107
Path 46 | total_timesteps 557.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.579053189544872
Path 47 | total_timesteps 563.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.5796783625731
Path 48 | total_timesteps 578.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.579207016261648
Path 49 | total_timesteps 587.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.578370478626233
Path 50 | total_timesteps 595.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.578630136986302
Path 51 | total_timesteps 607.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.577428780131482
Path 52 | total_timesteps 615.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.577323352200109
Path 53 | total_timesteps 626.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.577400511135451
Path 54 | total_timesteps 639.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.577477641905457
Path 55 | total_timesteps 655.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.578102189781022
Path 56 | total_timesteps 671.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.57781426746944
Path 57 | total_timesteps 680.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.577891280554542
Path 58 | total_timesteps 693.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.577603501732629
Path 59 | total_timesteps 703.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.576586433260394
Path 60 | total_timesteps 711.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.577939835916135
Path 61 | total_timesteps 731.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.578745898651112
Path 62 | total_timesteps 749.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.577546929105157
Path 63 | total_timesteps 756.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.576530612244898
Path 64 | total_timesteps 763.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.576243395882674
Path 65 | total_timesteps 773.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.575591985428051
Path 66 | total_timesteps 781.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.575851393188854
Path 67 | total_timesteps 796.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.575018208302986
Path 68 | total_timesteps 805.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.574549426542873
Path 69 | total_timesteps 816.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.573716781943938
Path 70 | total_timesteps 822.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.573066424021839
Path 71 | total_timesteps 831.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.573144104803493
Path 72 | total_timesteps 842.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.572857922503184
Path 73 | total_timesteps 855.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.57257184430702
Path 74 | total_timesteps 866.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.57210401891253
Path 75 | total_timesteps 876.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.572545454545455
Path 76 | total_timesteps 892.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.571896018905653
Path 77 | total_timesteps 901.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.571246819338423
Path 78 | total_timesteps 908.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.571324731964383
Path 79 | total_timesteps 920.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.570494186046512
Path 80 | total_timesteps 929.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.569845594913716
Path 81 | total_timesteps 937.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.569197239375226
Path 82 | total_timesteps 946.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.569093880515707
Path 83 | total_timesteps 958.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.56844589687727
Path 84 | total_timesteps 967.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.569068796514793
Path 85 | total_timesteps 986.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.568239564428312
Path 86 | total_timesteps 996.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.567773543821447
Path 87 | total_timesteps 1004.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.567307692307692
Path 88 | total_timesteps 1014.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.567930346453837
Path 89 | total_timesteps 1032.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.568552774755169
Path 90 | total_timesteps 1051.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.568268359020852
Path 91 | total_timesteps 1060.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.567621464829587
Path 92 | total_timesteps 1069.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.566974805147725
Path 93 | total_timesteps 1079.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.566328379847771
Path 94 | total_timesteps 1087.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.566044573292263
Path 95 | total_timesteps 1097.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.565760869565217
Path 96 | total_timesteps 1110.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.56529614200326
Path 97 | total_timesteps 1121.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.56591814559942
Path 98 | total_timesteps 1135.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.565815679884121
Path 99 | total_timesteps 1148.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.565713251267198
Path 100 | total_timesteps 1160.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.565610859728507
Path 101 | total_timesteps 1174.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.564965617082882
Path 102 | total_timesteps 1183.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.564320607924733
Path 103 | total_timesteps 1193.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.563675832127352
Path 104 | total_timesteps 1202.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.562850425031652
Path 105 | total_timesteps 1210.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.563291139240507
Path 106 | total_timesteps 1228.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.562646899294883
Path 107 | total_timesteps 1236.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.562725958062183
Path 108 | total_timesteps 1249.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.56208205313573
Path 109 | total_timesteps 1260.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.562341886519697
Path 110 | total_timesteps 1273.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.562059620596205
Path 111 | total_timesteps 1283.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.561235549132949
Path 112 | total_timesteps 1292.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.560772981759076
Path 113 | total_timesteps 1300.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.560130010834236
Path 114 | total_timesteps 1308.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.56075103809352
Path 115 | total_timesteps 1325.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.559747292418773
Path 116 | total_timesteps 1332.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.560368164591228
Path 117 | total_timesteps 1353.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.560988812702995
Path 118 | total_timesteps 1373.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.560707198268085
Path 119 | total_timesteps 1383.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.560425685425685
Path 120 | total_timesteps 1395.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.559603246167718
Path 121 | total_timesteps 1405.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.558600793364587
Path 122 | total_timesteps 1413.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.558500090138814
Path 123 | total_timesteps 1425.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.558399423215572
Path 124 | total_timesteps 1436.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.557758154622455
Path 125 | total_timesteps 1445.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.556936936936937
Path 126 | total_timesteps 1454.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.557917492343721
Path 127 | total_timesteps 1473.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.55763688760807
Path 128 | total_timesteps 1484.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.557176301098504
Path 129 | total_timesteps 1492.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.556895930860641
Path 130 | total_timesteps 1504.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.556795679567957
Path 131 | total_timesteps 1520.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.555975521958244
Path 132 | total_timesteps 1530.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.555335612740688
Path 133 | total_timesteps 1538.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.5545160129543
Path 134 | total_timesteps 1548.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.553876596510163
Path 135 | total_timesteps 1556.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.553057553956835
Path 136 | total_timesteps 1565.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.552238805970148
Path 137 | total_timesteps 1574.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.552319309600863
Path 138 | total_timesteps 1586.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.551860506920725
Path 139 | total_timesteps 1599.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.551042415528396
Path 140 | total_timesteps 1606.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.551841868823
Path 141 | total_timesteps 1624.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.55497664390945
Path 142 | total_timesteps 1656.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.555236213400395
Path 143 | total_timesteps 1669.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.554777298850574
Path 144 | total_timesteps 1678.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.554318549111152
Path 145 | total_timesteps 1689.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.55314183123878
Path 146 | total_timesteps 1695.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.55304254173398
Path 147 | total_timesteps 1706.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.552584350323043
Path 148 | total_timesteps 1719.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.552844069621388
Path 149 | total_timesteps 1733.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.552027269465375
Path 150 | total_timesteps 1742.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.551569506726457
Path 151 | total_timesteps 1752.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.550753228120517
Path 152 | total_timesteps 1761.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.55011655011655
Path 153 | total_timesteps 1771.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.549659376120474
Path 154 | total_timesteps 1781.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.54974009679154
Path 155 | total_timesteps 1795.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.548566308243728
Path 156 | total_timesteps 1802.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.54936391327719
Path 157 | total_timesteps 1819.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.54801146542458
Path 158 | total_timesteps 1826.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.547734193086155
Path 159 | total_timesteps 1835.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.54691977077364
Path 160 | total_timesteps 1843.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.547000895255147
Path 161 | total_timesteps 1859.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.546365914786968
Path 162 | total_timesteps 1868.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.546089135493109
Path 163 | total_timesteps 1882.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.545454545454545
Path 164 | total_timesteps 1889.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.544641259617105
Path 165 | total_timesteps 1898.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.543828264758497
Path 166 | total_timesteps 1906.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.54408871400465
Path 167 | total_timesteps 1919.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.544527896995708
Path 168 | total_timesteps 1934.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.544251743250491
Path 169 | total_timesteps 1947.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.543796925277082
Path 170 | total_timesteps 1956.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.543163538873994
Path 171 | total_timesteps 1964.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.542351679771265
Path 172 | total_timesteps 1972.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.541540110773628
Path 173 | total_timesteps 1982.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.54055019649875
Path 174 | total_timesteps 1989.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.53991784247187
Path 175 | total_timesteps 1999.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.541785714285714
Path 176 | total_timesteps 2024.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.54186752365649
Path 177 | total_timesteps 2037.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.541056765440914
Path 178 | total_timesteps 2044.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.543101909691236
Path 179 | total_timesteps 2067.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.544432548179872
Path 180 | total_timesteps 2087.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.544513826940232
Path 181 | total_timesteps 2101.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.543881555476275
Path 182 | total_timesteps 2109.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.54378455502051
Path 183 | total_timesteps 2123.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.543687589158345
Path 184 | total_timesteps 2134.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.542877518274203
Path 185 | total_timesteps 2143.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.542602495543672
Path 186 | total_timesteps 2153.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.541614685439315
Path 187 | total_timesteps 2161.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.541339985744832
Path 188 | total_timesteps 2175.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.541421699625868
Path 189 | total_timesteps 2191.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.540969006056288
Path 190 | total_timesteps 2200.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.541050756901157
Path 191 | total_timesteps 2214.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.540954415954415
Path 192 | total_timesteps 2227.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.54050204735624
Path 193 | total_timesteps 2236.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.540583837664649
Path 194 | total_timesteps 2250.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.539597793201636
Path 195 | total_timesteps 2257.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.539323843416371
Path 196 | total_timesteps 2268.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.538516278242305
Path 197 | total_timesteps 2277.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.53806474564212
Path 198 | total_timesteps 2286.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.536902009603414
Path 199 | total_timesteps 2293.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.536628733997155
Path 200 | total_timesteps 2305.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.536177777777779
Path 201 | total_timesteps 2315.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.535904728048347
Path 202 | total_timesteps 2329.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.535631775368758
Path 203 | total_timesteps 2339.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.534825870646767
Path 204 | total_timesteps 2348.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.534730858056493
Path 205 | total_timesteps 2361.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.535168738898756
Path 206 | total_timesteps 2385.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.534185757414313
Path 207 | total_timesteps 2392.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.533735795454545
Path 208 | total_timesteps 2400.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.533285993254038
Path 209 | total_timesteps 2415.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.533546325878595
Path 210 | total_timesteps 2430.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.532919254658385
Path 211 | total_timesteps 2442.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.532469836763662
Path 212 | total_timesteps 2451.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.532375376973567
Path 213 | total_timesteps 2462.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.532103582830791
Path 214 | total_timesteps 2473.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.532541230714665
Path 215 | total_timesteps 2488.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.53209219858156
Path 216 | total_timesteps 2496.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.531466052118418
Path 217 | total_timesteps 2505.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.53225806451613
Path 218 | total_timesteps 2522.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.531809321283005
Path 219 | total_timesteps 2531.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.531006378454997
Path 220 | total_timesteps 2539.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.530380868024801
Path 221 | total_timesteps 2548.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.53028692879915
Path 222 | total_timesteps 2564.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.529661767310076
Path 223 | total_timesteps 2572.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.529036827195467
Path 224 | total_timesteps 2580.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.528235085855904
Path 225 | total_timesteps 2589.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.52778761061947
Path 226 | total_timesteps 2600.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.529109892054503
Path 227 | total_timesteps 2624.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.529547062986554
Path 228 | total_timesteps 2641.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.528568901468248
Path 229 | total_timesteps 2647.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.527767951892466
Path 230 | total_timesteps 2654.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.527674624226348
Path 231 | total_timesteps 2665.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.527934936350778
Path 232 | total_timesteps 2681.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.527488067880501
Path 233 | total_timesteps 2691.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.527218098267939
Path 234 | total_timesteps 2703.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.526594804735819
Path 235 | total_timesteps 2713.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.526148409893993
Path 236 | total_timesteps 2725.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.525525525525525
Path 237 | total_timesteps 2737.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.525432709290003
Path 238 | total_timesteps 2748.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.526046265230443
Path 239 | total_timesteps 2766.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.526483050847459
Path 240 | total_timesteps 2784.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.52586054721977
Path 241 | total_timesteps 2792.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.525238263325097
Path 242 | total_timesteps 2803.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.524439738838892
Path 243 | total_timesteps 2813.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.523288637967537
Path 244 | total_timesteps 2819.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.523196330922561
Path 245 | total_timesteps 2829.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.52310405643739
Path 246 | total_timesteps 2842.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.523717157467818
Path 247 | total_timesteps 2860.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.523448519040903
Path 248 | total_timesteps 2870.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.52300370174511
Path 249 | total_timesteps 2880.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.523087768769827
Path 250 | total_timesteps 2893.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.522995594713656
Path 251 | total_timesteps 2906.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.522198731501057
Path 252 | total_timesteps 2913.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.52157829839704
Path 253 | total_timesteps 2921.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.520958083832335
Path 254 | total_timesteps 2929.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.520690262370136
Path 255 | total_timesteps 2942.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.52024647887324
Path 256 | total_timesteps 2953.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.519802851610631
Path 257 | total_timesteps 2964.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.520063357972544
Path 258 | total_timesteps 2978.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.519619919056836
Path 259 | total_timesteps 2988.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.519000703729768
Path 260 | total_timesteps 2996.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.518205804749341
Path 261 | total_timesteps 3002.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.518818149841717
Path 262 | total_timesteps 3017.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.519781958853526
Path 263 | total_timesteps 3034.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.520393811533053
Path 264 | total_timesteps 3050.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.519599226577606
Path 265 | total_timesteps 3060.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.520035149384885
Path 266 | total_timesteps 3077.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.519240906694781
Path 267 | total_timesteps 3084.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.519325368938862
Path 268 | total_timesteps 3098.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.51853152994906
Path 269 | total_timesteps 3108.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.518616087109239
Path 270 | total_timesteps 3121.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.517998244073748
Path 271 | total_timesteps 3130.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.517205056179776
Path 272 | total_timesteps 3139.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.516938739687555
Path 273 | total_timesteps 3148.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.517374517374517
Path 274 | total_timesteps 3161.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.51675732584664
Path 275 | total_timesteps 3168.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.516140350877192
Path 276 | total_timesteps 3178.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.51534818452903
Path 277 | total_timesteps 3186.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.514556296036478
Path 278 | total_timesteps 3195.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.514641416798176
Path 279 | total_timesteps 3206.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.514025245441795
Path 280 | total_timesteps 3215.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.513409290096407
Path 281 | total_timesteps 3225.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.512968804766912
Path 282 | total_timesteps 3236.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.51322936744349
Path 283 | total_timesteps 3250.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.512438682550806
Path 284 | total_timesteps 3259.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.512173760728674
Path 285 | total_timesteps 3270.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.512084063047286
Path 286 | total_timesteps 3285.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.511293994046577
Path 287 | total_timesteps 3295.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.51155462184874
Path 288 | total_timesteps 3309.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.511290040259059
Path 289 | total_timesteps 3319.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.512425621281064
Path 290 | total_timesteps 3339.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.511636045494313
Path 291 | total_timesteps 3347.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.511196641007698
Path 292 | total_timesteps 3358.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.510757390239636
Path 293 | total_timesteps 3369.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.510668065757258
Path 294 | total_timesteps 3381.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.509879349536632
Path 295 | total_timesteps 3387.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.508916083916084
Path 296 | total_timesteps 3395.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.509351511973431
Path 297 | total_timesteps 3412.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.508563439356868
Path 298 | total_timesteps 3419.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.509522977459374
Path 299 | total_timesteps 3436.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.508909853249476
Path 300 | total_timesteps 3446.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.508646288209606
Path 301 | total_timesteps 3457.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.508382815228781
Path 302 | total_timesteps 3469.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.50742098830103
Path 303 | total_timesteps 3477.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.50715782122905
Path 304 | total_timesteps 3491.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.506196543899458
Path 305 | total_timesteps 3498.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.506108202443281
Path 306 | total_timesteps 3512.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.507590298377247
Path 307 | total_timesteps 3535.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.506978367062107
Path 308 | total_timesteps 3545.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.506192220477935
Path 309 | total_timesteps 3554.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.506103941402163
Path 310 | total_timesteps 3568.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.505143853530951
Path 311 | total_timesteps 3576.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.504881450488146
Path 312 | total_timesteps 3591.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.505664981697752
Path 313 | total_timesteps 3608.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.504879749041478
Path 314 | total_timesteps 3615.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.504966021955044
Path 315 | total_timesteps 3631.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.505226480836237
Path 316 | total_timesteps 3646.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.505312663299076
Path 317 | total_timesteps 3660.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.505050505050505
Path 318 | total_timesteps 3671.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.504788438098554
Path 319 | total_timesteps 3681.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.505571030640668
Path 320 | total_timesteps 3698.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.50461270670148
Path 321 | total_timesteps 3706.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.50400278454577
Path 322 | total_timesteps 3716.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.503219070819558
Path 323 | total_timesteps 3728.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.502435629784273
Path 324 | total_timesteps 3735.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.501826404592103
Path 325 | total_timesteps 3744.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.501217391304348
Path 326 | total_timesteps 3756.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.501478003825422
Path 327 | total_timesteps 3770.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.500869262865091
Path 328 | total_timesteps 3778.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.500086911176778
Path 329 | total_timesteps 3786.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.499131039277025
Path 330 | total_timesteps 3793.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.499044309296265
Path 331 | total_timesteps 3804.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.498262682418346
Path 332 | total_timesteps 3812.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.49765502866076
Path 333 | total_timesteps 3823.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.497221257381035
Path 334 | total_timesteps 3838.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.497134919256816
Path 335 | total_timesteps 3850.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.496701388888889
Path 336 | total_timesteps 3860.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.496441590001735
Path 337 | total_timesteps 3870.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.49566122874002
Path 338 | total_timesteps 3880.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.495748741974666
Path 339 | total_timesteps 3899.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.49618320610687
Path 340 | total_timesteps 3916.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.495056374674762
Path 341 | total_timesteps 3922.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.494970516822754
Path 342 | total_timesteps 3933.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.494711288364835
Path 343 | total_timesteps 3945.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.494798890429959
Path 344 | total_timesteps 3961.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.495406482925985
Path 345 | total_timesteps 3976.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.4948006932409
Path 346 | total_timesteps 3985.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.494021833304453
Path 347 | total_timesteps 3994.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.493589743589743
Path 348 | total_timesteps 4006.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.492811363242682
Path 349 | total_timesteps 4015.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.492899203325251
Path 350 | total_timesteps 4027.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.493679653679653
Path 351 | total_timesteps 4042.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.493247922437673
Path 352 | total_timesteps 4051.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.493162541111303
Path 353 | total_timesteps 4063.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.493077189338871
Path 354 | total_timesteps 4074.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.492991867105035
Path 355 | total_timesteps 4084.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.492214532871973
Path 356 | total_timesteps 4090.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.491610448019374
Path 357 | total_timesteps 4099.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.49066067104808
Path 358 | total_timesteps 4107.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.490748746325437
Path 359 | total_timesteps 4118.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.491009681881051
Path 360 | total_timesteps 4134.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.490579083837511
Path 361 | total_timesteps 4146.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.490321465606637
Path 362 | total_timesteps 4156.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.489891135303266
Path 363 | total_timesteps 4169.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.488769868693849
Path 364 | total_timesteps 4175.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.488685437899465
Path 365 | total_timesteps 4187.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.487737478411054
Path 366 | total_timesteps 4197.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.487135209808324
Path 367 | total_timesteps 4206.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.48636049723757
Path 368 | total_timesteps 4213.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.485931296392197
Path 369 | total_timesteps 4224.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.486882982395581
Path 370 | total_timesteps 4247.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.486453839516825
Path 371 | total_timesteps 4262.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.487405106970325
Path 372 | total_timesteps 4279.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.487148525099188
Path 373 | total_timesteps 4294.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.487581924801656
Path 374 | total_timesteps 4309.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.486980513881704
Path 375 | total_timesteps 4317.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.48655172413793
Path 376 | total_timesteps 4329.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.486985002585762
Path 377 | total_timesteps 4343.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.486901068597035
Path 378 | total_timesteps 4357.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.486300189557126
Path 379 | total_timesteps 4366.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.486905582356995
Path 380 | total_timesteps 4380.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.486132644272178
Path 381 | total_timesteps 4389.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.486048914915605
Path 382 | total_timesteps 4400.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.485620802479765
Path 383 | total_timesteps 4410.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.485020661157025
Path 384 | total_timesteps 4418.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.485797899810638
Path 385 | total_timesteps 4438.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.485197934595526
Path 386 | total_timesteps 4449.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.48545861297539
Path 387 | total_timesteps 4461.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.485719201651754
Path 388 | total_timesteps 4476.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.484947531395148
Path 389 | total_timesteps 4485.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.484348125214998
Path 390 | total_timesteps 4494.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.483576956147893
Path 391 | total_timesteps 4502.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.4828060522696
Path 392 | total_timesteps 4513.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.482207323362559
Path 393 | total_timesteps 4522.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.481265039532486
Path 394 | total_timesteps 4529.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.480494930400413
Path 395 | total_timesteps 4537.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.480068728522337
Path 396 | total_timesteps 4545.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.479986256656932
Path 397 | total_timesteps 4556.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.480419099965648
Path 398 | total_timesteps 4570.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.480164863472437
Path 399 | total_timesteps 4582.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.479052197802197
Path 400 | total_timesteps 4589.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.478111587982832
Path 401 | total_timesteps 4596.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.478544455887402
Path 402 | total_timesteps 4611.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.478119100737944
Path 403 | total_timesteps 4621.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.477522306108442
Path 404 | total_timesteps 4629.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.477783496311545
Path 405 | total_timesteps 4646.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.478387650085763
Path 406 | total_timesteps 4662.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.477791116446578
Path 407 | total_timesteps 4675.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.477880658436215
Path 408 | total_timesteps 4688.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.477284416252358
Path 409 | total_timesteps 4696.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.476688378471032
Path 410 | total_timesteps 4704.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.475749785775493
Path 411 | total_timesteps 4710.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.475496915695683
Path 412 | total_timesteps 4720.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.475586774027754
Path 413 | total_timesteps 4735.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.475162726961289
Path 414 | total_timesteps 4745.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.474910087343723
Path 415 | total_timesteps 4754.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.473972602739726
Path 416 | total_timesteps 4763.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.473377846259202
Path 417 | total_timesteps 4771.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.472612119137281
Path 418 | total_timesteps 4781.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.472360088995378
Path 419 | total_timesteps 4791.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.47142368240931
Path 420 | total_timesteps 4798.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.471000855431994
Path 421 | total_timesteps 4807.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.472972972972974
Path 422 | total_timesteps 4833.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.472378997776637
Path 423 | total_timesteps 4841.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.472298221614228
Path 424 | total_timesteps 4854.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.471875534279365
Path 425 | total_timesteps 4864.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.470940170940171
Path 426 | total_timesteps 4870.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.471543325927192
Path 427 | total_timesteps 4887.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.471462747778537
Path 428 | total_timesteps 4897.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.471553049718093
Path 429 | total_timesteps 4908.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.470960027331738
Path 430 | total_timesteps 4918.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.470196413321947
Path 431 | total_timesteps 4929.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.469774590163935
Path 432 | total_timesteps 4938.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.469011439303397
Path 433 | total_timesteps 4947.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.46824854899283
Path 434 | total_timesteps 4956.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.46731524150879
Path 435 | total_timesteps 4964.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.467064846416383
Path 436 | total_timesteps 4975.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.466643917420235
Path 437 | total_timesteps 4985.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.466564312521324
Path 438 | total_timesteps 4996.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.465461367900392
Path 439 | total_timesteps 5003.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.465723055934516
Path 440 | total_timesteps 5020.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.465984654731457
Path 441 | total_timesteps 5037.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.46709853392431
Path 442 | total_timesteps 5055.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.468552923129367
Path 443 | total_timesteps 5078.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.467620995228357
Path 444 | total_timesteps 5085.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.467030158459703
Path 445 | total_timesteps 5095.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.467120954003407
Path 446 | total_timesteps 5111.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.466189746210185
Path 447 | total_timesteps 5120.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.465599455040872
Path 448 | total_timesteps 5130.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.464668823429253
Path 449 | total_timesteps 5139.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.464589717398706
Path 450 | total_timesteps 5155.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.464851063829787
Path 451 | total_timesteps 5168.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.464091218515998
Path 452 | total_timesteps 5176.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.46384209630764
Path 453 | total_timesteps 5185.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.463422932970397
Path 454 | total_timesteps 5196.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.462833815274706
Path 455 | total_timesteps 5205.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.462755102040816
Path 456 | total_timesteps 5218.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.462506376466587
Path 457 | total_timesteps 5228.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.462087725263515
Path 458 | total_timesteps 5237.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.461329253782084
Path 459 | total_timesteps 5244.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.46057104010877
Path 460 | total_timesteps 5251.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.460832625318607
Path 461 | total_timesteps 5266.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.46041454298335
Path 462 | total_timesteps 5277.
number of affinization with epsilon = 3 is 1
average number of affinization = 9.4589774078478
Path 463 | total_timesteps 5284.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.45788043478261
Path 464 | total_timesteps 5291.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.457123450500934
Path 465 | total_timesteps 5300.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.45704584040747
Path 466 | total_timesteps 5312.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.456459005262264
Path 467 | total_timesteps 5321.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.455872369314324
Path 468 | total_timesteps 5330.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.457661632445275
Path 469 | total_timesteps 5353.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.457244655581947
Path 470 | total_timesteps 5362.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.45648854961832
Path 471 | total_timesteps 5371.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.456750339213025
Path 472 | total_timesteps 5386.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.456503306766152
Path 473 | total_timesteps 5397.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.457273652085453
Path 474 | total_timesteps 5415.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.457535175453467
Path 475 | total_timesteps 5430.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.456779661016949
Path 476 | total_timesteps 5438.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.456193865446535
Path 477 | total_timesteps 5447.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.455777702473737
Path 478 | total_timesteps 5457.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.454684058953074
Path 479 | total_timesteps 5465.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.454945799457995
Path 480 | total_timesteps 5478.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.454191363251482
Path 481 | total_timesteps 5487.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.453606501862513
Path 482 | total_timesteps 5496.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.453360419840866
Path 483 | total_timesteps 5507.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.452945159106296
Path 484 | total_timesteps 5517.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.452360805550855
Path 485 | total_timesteps 5525.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.452453468697124
Path 486 | total_timesteps 5537.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.453391981052276
Path 487 | total_timesteps 5556.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.45297699594046
Path 488 | total_timesteps 5567.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.452562151192287
Path 489 | total_timesteps 5575.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.451809266148123
Path 490 | total_timesteps 5582.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.451394759087067
Path 491 | total_timesteps 5591.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.45131845841785
Path 492 | total_timesteps 5603.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.451918201791448
Path 493 | total_timesteps 5622.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.451503886448124
Path 494 | total_timesteps 5630.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.450413921270485
Path 495 | total_timesteps 5636.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.449493243243243
Path 496 | total_timesteps 5643.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.449755108934301
Path 497 | total_timesteps 5657.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.44984802431611
Path 498 | total_timesteps 5675.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.449772074962013
Path 499 | total_timesteps 5690.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.449358541525996
Path 500 | total_timesteps 5699.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.449282700421941
Path 501 | total_timesteps 5715.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.450050624367195
Path 502 | total_timesteps 5733.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.449299814408638
Path 503 | total_timesteps 5744.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.450067476383266
Path 504 | total_timesteps 5760.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.449654241862033
Path 505 | total_timesteps 5769.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.448735244519392
Path 506 | total_timesteps 5780.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.448490979598718
Path 507 | total_timesteps 5794.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.448246797033041
Path 508 | total_timesteps 5804.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.448845440755099
Path 509 | total_timesteps 5829.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.448432760364003
Path 510 | total_timesteps 5839.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.448020219039595
Path 511 | total_timesteps 5850.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.44811320754717
Path 512 | total_timesteps 5868.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.447195553309752
Path 513 | total_timesteps 5874.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.447962276860896
Path 514 | total_timesteps 5894.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.448055228152887
Path 515 | total_timesteps 5908.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.447474747474747
Path 516 | total_timesteps 5919.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.446894462211748
Path 517 | total_timesteps 5930.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.446650959272972
Path 518 | total_timesteps 5940.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.446071007908463
Path 519 | total_timesteps 5949.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.448351278600269
Path 520 | total_timesteps 5982.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.448948696383516
Path 521 | total_timesteps 5998.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.450386814665322
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.7     |
| Iteration     | 12       |
| MaximumReturn | 7.91     |
| MinimumReturn | -19.9    |
| TotalSamples  | 56063    |
----------------------------
itr #13 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.014316864311695099
Validation loss = 0.013585671782493591
Validation loss = 0.013509259559214115
Validation loss = 0.01352339144796133
Validation loss = 0.01326461136341095
Validation loss = 0.013343355618417263
Validation loss = 0.013301366940140724
Validation loss = 0.012898184359073639
Validation loss = 0.013464526273310184
Validation loss = 0.013592801056802273
Validation loss = 0.013494297862052917
Validation loss = 0.013515141792595387
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.013829042203724384
Validation loss = 0.01337442360818386
Validation loss = 0.012878173030912876
Validation loss = 0.013211504556238651
Validation loss = 0.013256737031042576
Validation loss = 0.014435159042477608
Validation loss = 0.013024957850575447
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.451151841264503
Path 1 | total_timesteps 21.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.450739744451917
Path 2 | total_timesteps 31.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.450495881660784
Path 3 | total_timesteps 41.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.45109243697479
Path 4 | total_timesteps 62.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.450344479919341
Path 5 | total_timesteps 70.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.449260752688172
Path 6 | total_timesteps 77.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.449521249790022
Path 7 | total_timesteps 94.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.448773933490092
Path 8 | total_timesteps 101.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.448530646515533
Path 9 | total_timesteps 113.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.448455339153794
Path 10 | total_timesteps 124.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.448547926808796
Path 11 | total_timesteps 136.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.448472641826116
Path 12 | total_timesteps 149.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.447726128545058
Path 13 | total_timesteps 158.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.447147651006711
Path 14 | total_timesteps 166.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.446401610468042
Path 15 | total_timesteps 173.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.445655820194565
Path 16 | total_timesteps 181.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.446251886634245
Path 17 | total_timesteps 199.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.446177062374245
Path 18 | total_timesteps 211.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.445599329421626
Path 19 | total_timesteps 225.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.446362722091854
Path 20 | total_timesteps 241.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.44612032847327
Path 21 | total_timesteps 252.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.445710455764075
Path 22 | total_timesteps 265.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.44580331713855
Path 23 | total_timesteps 281.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.445058626465661
Path 24 | total_timesteps 290.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.444314185228604
Path 25 | total_timesteps 299.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.44390488948426
Path 26 | total_timesteps 308.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.443160890674703
Path 27 | total_timesteps 318.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.44258453297623
Path 28 | total_timesteps 327.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.44234309623431
Path 29 | total_timesteps 337.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.44243641231593
Path 30 | total_timesteps 352.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.442195081144387
Path 31 | total_timesteps 364.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.442622950819672
Path 32 | total_timesteps 382.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.441879913028934
Path 33 | total_timesteps 390.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.441638795986622
Path 34 | total_timesteps 401.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.441564955693028
Path 35 | total_timesteps 413.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.440822467402207
Path 36 | total_timesteps 421.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.440247367541367
Path 37 | total_timesteps 431.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.439338235294118
Path 38 | total_timesteps 439.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.44076858813701
Path 39 | total_timesteps 461.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.440193785499499
Path 40 | total_timesteps 470.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.439619174878905
Path 41 | total_timesteps 477.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.438877755511022
Path 42 | total_timesteps 487.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.439305393220906
Path 43 | total_timesteps 501.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.43873121869783
Path 44 | total_timesteps 512.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.43832415289601
Path 45 | total_timesteps 522.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.437583444592791
Path 46 | total_timesteps 532.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.437009844818956
Path 47 | total_timesteps 540.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.437771104437772
Path 48 | total_timesteps 558.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.4371976647206
Path 49 | total_timesteps 567.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.43812541694463
Path 50 | total_timesteps 585.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.43738535934634
Path 51 | total_timesteps 595.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.437312437479159
Path 52 | total_timesteps 605.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.436906151025171
Path 53 | total_timesteps 614.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.437
Path 54 | total_timesteps 630.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.43709381769705
Path 55 | total_timesteps 641.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.437020993002333
Path 56 | total_timesteps 652.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.438114276195236
Path 57 | total_timesteps 671.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.437375083277814
Path 58 | total_timesteps 680.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.438134887593671
Path 59 | total_timesteps 698.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.437895437895438
Path 60 | total_timesteps 710.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.43699017812552
Path 61 | total_timesteps 717.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.43725033288948
Path 62 | total_timesteps 731.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.437011149941753
Path 63 | total_timesteps 743.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.436772046589018
Path 64 | total_timesteps 752.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.436366661121278
Path 65 | total_timesteps 760.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.435296074517632
Path 66 | total_timesteps 767.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.435389988358557
Path 67 | total_timesteps 781.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.434818756235451
Path 68 | total_timesteps 789.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.436575228595178
Path 69 | total_timesteps 814.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.436668882978724
Path 70 | total_timesteps 829.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.435765331560578
Path 71 | total_timesteps 835.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.43486208042539
Path 72 | total_timesteps 841.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.434955972752949
Path 73 | total_timesteps 855.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.434551495016612
Path 74 | total_timesteps 868.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.43431323700382
Path 75 | total_timesteps 879.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.434407173696446
Path 76 | total_timesteps 894.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.433670928108915
Path 77 | total_timesteps 903.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.433598937583001
Path 78 | total_timesteps 915.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.43402489626556
Path 79 | total_timesteps 930.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.433455028211085
Path 80 | total_timesteps 939.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.433383109341298
Path 81 | total_timesteps 950.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.432481751824817
Path 82 | total_timesteps 958.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.431580693315642
Path 83 | total_timesteps 966.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.430514096185737
Path 84 | total_timesteps 975.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.429779472724258
Path 85 | total_timesteps 982.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.429376657824934
Path 86 | total_timesteps 994.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.428973976462787
Path 87 | total_timesteps 1005.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.430062976466688
Path 88 | total_timesteps 1027.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.429991714995857
Path 89 | total_timesteps 1040.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.430583167660702
Path 90 | total_timesteps 1059.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.430180553254928
Path 91 | total_timesteps 1069.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.430109307717787
Path 92 | total_timesteps 1080.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.431693989071038
Path 93 | total_timesteps 1101.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.431456953642384
Path 94 | total_timesteps 1110.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.430723390167191
Path 95 | total_timesteps 1119.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.429824561403509
Path 96 | total_timesteps 1125.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.429918914446468
Path 97 | total_timesteps 1139.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.429682329583057
Path 98 | total_timesteps 1150.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.429776674937965
Path 99 | total_timesteps 1163.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.429043996030433
Path 100 | total_timesteps 1171.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.428311559450968
Path 101 | total_timesteps 1178.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.429232804232804
Path 102 | total_timesteps 1197.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.429657794676807
Path 103 | total_timesteps 1212.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.429256198347108
Path 104 | total_timesteps 1222.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.430507354156338
Path 105 | total_timesteps 1241.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.431262392597489
Path 106 | total_timesteps 1258.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.43135635222204
Path 107 | total_timesteps 1269.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.430459200528576
Path 108 | total_timesteps 1279.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.430057803468207
Path 109 | total_timesteps 1289.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.429821664464994
Path 110 | total_timesteps 1301.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.429585603434044
Path 111 | total_timesteps 1311.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.429019478375702
Path 112 | total_timesteps 1319.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.428123452714969
Path 113 | total_timesteps 1326.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.428547854785478
Path 114 | total_timesteps 1344.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.427982181158225
Path 115 | total_timesteps 1353.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.428241504453975
Path 116 | total_timesteps 1367.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.427181263400957
Path 117 | total_timesteps 1374.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.426945910290238
Path 118 | total_timesteps 1389.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.426215993404782
Path 119 | total_timesteps 1396.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.425651170458291
Path 120 | total_timesteps 1404.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.42541618592385
Path 121 | total_timesteps 1415.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.424851680949242
Path 122 | total_timesteps 1425.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.424616905585763
Path 123 | total_timesteps 1435.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.425205930807248
Path 124 | total_timesteps 1455.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.42480645692637
Path 125 | total_timesteps 1466.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.424077733860342
Path 126 | total_timesteps 1473.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.423513914045776
Path 127 | total_timesteps 1481.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.42327955218966
Path 128 | total_timesteps 1495.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.422551440329219
Path 129 | total_timesteps 1501.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.421658986175116
Path 130 | total_timesteps 1511.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.42126049037354
Path 131 | total_timesteps 1520.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.420039486673248
Path 132 | total_timesteps 1528.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.419476887645994
Path 133 | total_timesteps 1536.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.41858552631579
Path 134 | total_timesteps 1544.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.41950337115606
Path 135 | total_timesteps 1566.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.418941137783623
Path 136 | total_timesteps 1575.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.41903665954299
Path 137 | total_timesteps 1588.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.419132149901381
Path 138 | total_timesteps 1600.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.41873459326212
Path 139 | total_timesteps 1609.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.418172855734472
Path 140 | total_timesteps 1619.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.417939871858058
Path 141 | total_timesteps 1631.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.41819973718791
Path 142 | total_timesteps 1645.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.41780259484316
Path 143 | total_timesteps 1658.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.417569786535303
Path 144 | total_timesteps 1670.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.417665407978985
Path 145 | total_timesteps 1685.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.417760998030204
Path 146 | total_timesteps 1697.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.417364188412932
Path 147 | total_timesteps 1709.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.418116179849031
Path 148 | total_timesteps 1727.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.41771944216571
Path 149 | total_timesteps 1735.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.417322834645669
Path 150 | total_timesteps 1743.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.417418402493029
Path 151 | total_timesteps 1758.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.416693998032141
Path 152 | total_timesteps 1767.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.417445482866043
Path 153 | total_timesteps 1787.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.417377049180327
Path 154 | total_timesteps 1805.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.416653007703655
Path 155 | total_timesteps 1813.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.415929203539823
Path 156 | total_timesteps 1819.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.41536949041455
Path 157 | total_timesteps 1829.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.414973787680209
Path 158 | total_timesteps 1837.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.414250614250614
Path 159 | total_timesteps 1844.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.414346544382575
Path 160 | total_timesteps 1859.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.413787457016538
Path 161 | total_timesteps 1867.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.413555992141454
Path 162 | total_timesteps 1879.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.413160910132591
Path 163 | total_timesteps 1890.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.412765957446808
Path 164 | total_timesteps 1899.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.412207494681722
Path 165 | total_timesteps 1907.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.412958115183246
Path 166 | total_timesteps 1927.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.412072632095533
Path 167 | total_timesteps 1935.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.412332351979064
Path 168 | total_timesteps 1951.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.412428454619787
Path 169 | total_timesteps 1968.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.4121975147155
Path 170 | total_timesteps 1981.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.411803171489293
Path 171 | total_timesteps 1992.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.411082052958482
Path 172 | total_timesteps 2000.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.411014871711064
Path 173 | total_timesteps 2010.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.411437908496731
Path 174 | total_timesteps 2026.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.410553831073354
Path 175 | total_timesteps 2034.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.410813459653708
Path 176 | total_timesteps 2049.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.41156295933366
Path 177 | total_timesteps 2066.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.411332462442848
Path 178 | total_timesteps 2077.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.411102040816326
Path 179 | total_timesteps 2089.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.410218739797584
Path 180 | total_timesteps 2097.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.409988575159131
Path 181 | total_timesteps 2107.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.409758485639687
Path 182 | total_timesteps 2120.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.410017947462881
Path 183 | total_timesteps 2133.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.410766721044046
Path 184 | total_timesteps 2152.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.409884195074213
Path 185 | total_timesteps 2158.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.409328114807566
Path 186 | total_timesteps 2166.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.408283058861894
Path 187 | total_timesteps 2174.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.407564395174438
Path 188 | total_timesteps 2185.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.407008964955175
Path 189 | total_timesteps 2193.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.406453715775749
Path 190 | total_timesteps 2202.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.407365162131335
Path 191 | total_timesteps 2225.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.406647116324535
Path 192 | total_timesteps 2233.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.40674376934354
Path 193 | total_timesteps 2245.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.406677524429968
Path 194 | total_timesteps 2265.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.405797101449275
Path 195 | total_timesteps 2273.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.40524259198958
Path 196 | total_timesteps 2282.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.404199902327854
Path 197 | total_timesteps 2288.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.403645833333334
Path 198 | total_timesteps 2295.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.402929210740439
Path 199 | total_timesteps 2303.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.402538236251221
Path 200 | total_timesteps 2311.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.402310069952822
Path 201 | total_timesteps 2322.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.401431359791802
Path 202 | total_timesteps 2329.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.400552935436655
Path 203 | total_timesteps 2336.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.399512195121952
Path 204 | total_timesteps 2344.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.400097545114615
Path 205 | total_timesteps 2364.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.399544863459038
Path 206 | total_timesteps 2374.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.398829839102877
Path 207 | total_timesteps 2383.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.39795255118622
Path 208 | total_timesteps 2390.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.39740048740861
Path 209 | total_timesteps 2401.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.396848602988953
Path 210 | total_timesteps 2410.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.396459314601266
Path 211 | total_timesteps 2419.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.395582981487497
Path 212 | total_timesteps 2427.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.39519402500406
Path 213 | total_timesteps 2435.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.394805194805194
Path 214 | total_timesteps 2446.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.394254179516313
Path 215 | total_timesteps 2457.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.393703343070431
Path 216 | total_timesteps 2467.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.393477202661042
Path 217 | total_timesteps 2476.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.39438676184296
Path 218 | total_timesteps 2495.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.395133819951338
Path 219 | total_timesteps 2512.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.394907557573791
Path 220 | total_timesteps 2521.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.39419490838333
Path 221 | total_timesteps 2532.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.393158236057069
Path 222 | total_timesteps 2538.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.39374290808883
Path 223 | total_timesteps 2556.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.392868719611021
Path 224 | total_timesteps 2564.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.392318911035488
Path 225 | total_timesteps 2575.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.39144523655217
Path 226 | total_timesteps 2582.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.390895836708246
Path 227 | total_timesteps 2593.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.39034661483641
Path 228 | total_timesteps 2601.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.390283400809716
Path 229 | total_timesteps 2613.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.38973445595855
Path 230 | total_timesteps 2621.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.38870001618909
Path 231 | total_timesteps 2629.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.388313370022662
Path 232 | total_timesteps 2644.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.389059718401036
Path 233 | total_timesteps 2665.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.388511326860842
Path 234 | total_timesteps 2673.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.387801326646175
Path 235 | total_timesteps 2680.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.388062115820123
Path 236 | total_timesteps 2696.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.387514151706291
Path 237 | total_timesteps 2703.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.386481241914618
Path 238 | total_timesteps 2710.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.385610347615199
Path 239 | total_timesteps 2718.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.385386356288393
Path 240 | total_timesteps 2729.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.38483917892355
Path 241 | total_timesteps 2738.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.384938590820944
Path 242 | total_timesteps 2751.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.384876393601552
Path 243 | total_timesteps 2764.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.38529886914378
Path 244 | total_timesteps 2778.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.385398158617347
Path 245 | total_timesteps 2793.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.38485142118863
Path 246 | total_timesteps 2800.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.384627805586954
Path 247 | total_timesteps 2809.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.384565708750404
Path 248 | total_timesteps 2822.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.383696529459241
Path 249 | total_timesteps 2829.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.382827630729503
Path 250 | total_timesteps 2840.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.382604486041632
Path 251 | total_timesteps 2851.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.382058728622136
Path 252 | total_timesteps 2859.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.38119051459913
Path 253 | total_timesteps 2866.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.380645161290323
Path 254 | total_timesteps 2874.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.381067569746815
Path 255 | total_timesteps 2889.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.380683650435344
Path 256 | total_timesteps 2898.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.380138642592295
Path 257 | total_timesteps 2907.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.380722114764668
Path 258 | total_timesteps 2922.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.380177276390008
Path 259 | total_timesteps 2933.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.379471479213665
Path 260 | total_timesteps 2943.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.379249234734976
Path 261 | total_timesteps 2957.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.379349226804123
Path 262 | total_timesteps 2970.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.379127073602834
Path 263 | total_timesteps 2980.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.37890499194847
Path 264 | total_timesteps 2991.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.378521977137337
Path 265 | total_timesteps 3000.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.378783000643915
Path 266 | total_timesteps 3015.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.378078223080637
Path 267 | total_timesteps 3023.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.37801738010943
Path 268 | total_timesteps 3037.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.377956556717619
Path 269 | total_timesteps 3051.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.37998712998713
Path 270 | total_timesteps 3076.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.379282612192375
Path 271 | total_timesteps 3082.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.380347378578321
Path 272 | total_timesteps 3101.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.37980382698183
Path 273 | total_timesteps 3109.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.380385852090033
Path 274 | total_timesteps 3125.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.379681723195628
Path 275 | total_timesteps 3133.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.379138540662167
Path 276 | total_timesteps 3144.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.378595532701269
Path 277 | total_timesteps 3152.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.37789203084833
Path 278 | total_timesteps 3162.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.378795180722891
Path 279 | total_timesteps 3180.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.378413106328301
Path 280 | total_timesteps 3191.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.378512927573471
Path 281 | total_timesteps 3203.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.378291586384073
Path 282 | total_timesteps 3215.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.37742815861294
Path 283 | total_timesteps 3224.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.376725521669341
Path 284 | total_timesteps 3231.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.37746750120366
Path 285 | total_timesteps 3248.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.376765083440308
Path 286 | total_timesteps 3255.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.377185945772501
Path 287 | total_timesteps 3273.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.377285851780558
Path 288 | total_timesteps 3285.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.376583801122694
Path 289 | total_timesteps 3293.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.376363053239256
Path 290 | total_timesteps 3302.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.376142376142376
Path 291 | total_timesteps 3311.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.378166078871432
Path 292 | total_timesteps 3340.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.37730405513704
Path 293 | total_timesteps 3348.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.376923076923077
Path 294 | total_timesteps 3357.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.376862682262457
Path 295 | total_timesteps 3371.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.37616148670298
Path 296 | total_timesteps 3380.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.376261412782316
Path 297 | total_timesteps 3394.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.37572069186419
Path 298 | total_timesteps 3408.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.375340272217775
Path 299 | total_timesteps 3418.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.374319564521294
Path 300 | total_timesteps 3425.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.374099567792541
Path 301 | total_timesteps 3434.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.373559539052497
Path 302 | total_timesteps 3443.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.373499759961593
Path 303 | total_timesteps 3455.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.37376
Path 304 | total_timesteps 3470.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.372740361542153
Path 305 | total_timesteps 3477.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.37236084452975
Path 306 | total_timesteps 3485.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.372781065088757
Path 307 | total_timesteps 3499.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.372881355932204
Path 308 | total_timesteps 3515.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.372022382094325
Path 309 | total_timesteps 3523.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.37116368286445
Path 310 | total_timesteps 3531.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.370784721112354
Path 311 | total_timesteps 3539.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.3723234260147
Path 312 | total_timesteps 3559.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.371784630132609
Path 313 | total_timesteps 3567.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.371565495207667
Path 314 | total_timesteps 3580.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.371346430282703
Path 315 | total_timesteps 3590.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.370967741935484
Path 316 | total_timesteps 3599.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.370589174517004
Path 317 | total_timesteps 3611.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.369731800766283
Path 318 | total_timesteps 3618.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.369353551476456
Path 319 | total_timesteps 3631.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.369294605809129
Path 320 | total_timesteps 3642.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.369554810914313
Path 321 | total_timesteps 3659.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.36917677089981
Path 322 | total_timesteps 3667.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.37103206252991
Path 323 | total_timesteps 3692.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.371132376395535
Path 324 | total_timesteps 3706.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.370435337266784
Path 325 | total_timesteps 3714.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.370057397959183
Path 326 | total_timesteps 3723.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.369679579148732
Path 327 | total_timesteps 3732.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.369620656678356
Path 328 | total_timesteps 3746.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.369561752988048
Path 329 | total_timesteps 3757.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.368546845124284
Path 330 | total_timesteps 3764.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.36753226063406
Path 331 | total_timesteps 3772.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.366677285759796
Path 332 | total_timesteps 3779.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.366937410415671
Path 333 | total_timesteps 3792.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.36656050955414
Path 334 | total_timesteps 3800.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.36729820092342
Path 335 | total_timesteps 3819.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.366762177650429
Path 336 | total_timesteps 3828.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.366226325003979
Path 337 | total_timesteps 3837.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.366008911521323
Path 338 | total_timesteps 3847.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.36563245823389
Path 339 | total_timesteps 3856.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.365256124721604
Path 340 | total_timesteps 3865.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.365038969301734
Path 341 | total_timesteps 3875.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.365139949109414
Path 342 | total_timesteps 3887.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.364604865638416
Path 343 | total_timesteps 3897.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.364387917329093
Path 344 | total_timesteps 3908.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.364647909712287
Path 345 | total_timesteps 3926.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.363954227590591
Path 346 | total_timesteps 3934.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.363896392817416
Path 347 | total_timesteps 3948.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.363838576421989
Path 348 | total_timesteps 3963.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.363780778395553
Path 349 | total_timesteps 3974.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.362928843710293
Path 350 | total_timesteps 3983.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.36255359695093
Path 351 | total_timesteps 3991.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.363289933312162
Path 352 | total_timesteps 4009.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.362914748372758
Path 353 | total_timesteps 4020.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.363174603174603
Path 354 | total_timesteps 4032.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.362958260593556
Path 355 | total_timesteps 4041.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.362741986670898
Path 356 | total_timesteps 4051.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.362684435982866
Path 357 | total_timesteps 4062.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.3626269035533
Path 358 | total_timesteps 4074.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.362410785091198
Path 359 | total_timesteps 4085.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.362036156041865
Path 360 | total_timesteps 4094.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.36213730775329
Path 361 | total_timesteps 4109.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.362714013950539
Path 362 | total_timesteps 4126.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.362815026153115
Path 363 | total_timesteps 4144.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.36228209191759
Path 364 | total_timesteps 4151.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.361590873078752
Path 365 | total_timesteps 4158.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.360899873257289
Path 366 | total_timesteps 4165.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.359892285759544
Path 367 | total_timesteps 4172.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.359835286664556
Path 368 | total_timesteps 4183.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.359303246239113
Path 369 | total_timesteps 4192.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.358771374287524
Path 370 | total_timesteps 4199.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.358397973721702
Path 371 | total_timesteps 4207.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.357866413421968
Path 372 | total_timesteps 4215.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.3579680329166
Path 373 | total_timesteps 4229.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.35743670886076
Path 374 | total_timesteps 4237.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.357063755734853
Path 375 | total_timesteps 4248.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.356216387219234
Path 376 | total_timesteps 4256.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.356160050608889
Path 377 | total_timesteps 4268.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.355471220746363
Path 378 | total_timesteps 4276.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.354466403162055
Path 379 | total_timesteps 4284.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.353461903256402
Path 380 | total_timesteps 4293.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.35403824877509
Path 381 | total_timesteps 4310.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.35350821744627
Path 382 | total_timesteps 4319.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.352820350766313
Path 383 | total_timesteps 4327.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.352290679304897
Path 384 | total_timesteps 4335.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.351919128099826
Path 385 | total_timesteps 4344.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.350915982312065
Path 386 | total_timesteps 4350.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.350386862466445
Path 387 | total_timesteps 4358.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.349384275339437
Path 388 | total_timesteps 4367.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.349960536700868
Path 389 | total_timesteps 4384.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.34927398989899
Path 390 | total_timesteps 4393.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.349692283414866
Path 391 | total_timesteps 4411.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.34979488797728
Path 392 | total_timesteps 4425.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.348950938633854
Path 393 | total_timesteps 4433.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.348895899053629
Path 394 | total_timesteps 4447.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.347894653840088
Path 395 | total_timesteps 4454.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.34720908230842
Path 396 | total_timesteps 4462.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.346050764622419
Path 397 | total_timesteps 4469.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.345523329129886
Path 398 | total_timesteps 4478.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.3451536643026
Path 399 | total_timesteps 4489.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.344626536400883
Path 400 | total_timesteps 4497.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.345202457854104
Path 401 | total_timesteps 4519.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.344990548204159
Path 402 | total_timesteps 4530.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.344778705307922
Path 403 | total_timesteps 4544.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.343937007874016
Path 404 | total_timesteps 4551.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.343253031018737
Path 405 | total_timesteps 4558.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.343513853904282
Path 406 | total_timesteps 4572.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.343617188729734
Path 407 | total_timesteps 4585.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.344035253383696
Path 408 | total_timesteps 4600.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.344453186467348
Path 409 | total_timesteps 4613.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.344713656387665
Path 410 | total_timesteps 4627.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.345288658172095
Path 411 | total_timesteps 4644.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.344605221767852
Path 412 | total_timesteps 4652.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.343922000314516
Path 413 | total_timesteps 4660.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.343867924528302
Path 414 | total_timesteps 4670.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.34381386574438
Path 415 | total_timesteps 4681.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.342973907576233
Path 416 | total_timesteps 4688.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.342605689140342
Path 417 | total_timesteps 4700.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.342080452545568
Path 418 | total_timesteps 4710.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.343283582089553
Path 419 | total_timesteps 4732.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.344486333647502
Path 420 | total_timesteps 4755.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.345060468038323
Path 421 | total_timesteps 4772.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.344535175879397
Path 422 | total_timesteps 4781.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.344010048673262
Path 423 | total_timesteps 4790.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.344113029827316
Path 424 | total_timesteps 4802.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.343274211269817
Path 425 | total_timesteps 4811.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.343063402385436
Path 426 | total_timesteps 4820.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.342381923740781
Path 427 | total_timesteps 4830.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.342328208346407
Path 428 | total_timesteps 4844.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.341960784313725
Path 429 | total_timesteps 4853.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.341750313676286
Path 430 | total_timesteps 4863.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.34106946840207
Path 431 | total_timesteps 4870.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.341329570398244
Path 432 | total_timesteps 4885.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.341746355228093
Path 433 | total_timesteps 4899.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.34153605015674
Path 434 | total_timesteps 4911.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.341012380504623
Path 435 | total_timesteps 4923.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.340018802883108
Path 436 | total_timesteps 4929.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.339808867303775
Path 437 | total_timesteps 4940.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.341165413533835
Path 438 | total_timesteps 4961.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.340485512920909
Path 439 | total_timesteps 4968.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.340119010335108
Path 440 | total_timesteps 4976.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.340378894629717
Path 441 | total_timesteps 4988.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.33985597996243
Path 442 | total_timesteps 4996.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.33917670997026
Path 443 | total_timesteps 5004.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.339280125195618
Path 444 | total_timesteps 5022.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.33907056798623
Path 445 | total_timesteps 5035.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.339799749687108
Path 446 | total_timesteps 5054.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.339746597841389
Path 447 | total_timesteps 5068.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.338911479512042
Path 448 | total_timesteps 5077.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.338545738858484
Path 449 | total_timesteps 5086.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.33833646028768
Path 450 | total_timesteps 5096.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.337658277317493
Path 451 | total_timesteps 5105.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.33838699593623
Path 452 | total_timesteps 5125.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.338177840287544
Path 453 | total_timesteps 5136.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.33796875
Path 454 | total_timesteps 5147.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.337759725042963
Path 455 | total_timesteps 5157.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.33708216182443
Path 456 | total_timesteps 5166.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.336404810245197
Path 457 | total_timesteps 5174.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.336352279825109
Path 458 | total_timesteps 5185.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.336299765807963
Path 459 | total_timesteps 5197.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.3357789572276
Path 460 | total_timesteps 5204.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.33541439051038
Path 461 | total_timesteps 5213.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.335362047440698
Path 462 | total_timesteps 5225.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.335465751287252
Path 463 | total_timesteps 5237.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.335881435257411
Path 464 | total_timesteps 5252.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.335517080018718
Path 465 | total_timesteps 5262.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.335464753587024
Path 466 | total_timesteps 5276.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.33463277717137
Path 467 | total_timesteps 5284.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.333801060180855
Path 468 | total_timesteps 5292.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.334528448947779
Path 469 | total_timesteps 5308.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.333852867830425
Path 470 | total_timesteps 5317.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.333333333333334
Path 471 | total_timesteps 5327.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.333748831411654
Path 472 | total_timesteps 5342.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.332917899984421
Path 473 | total_timesteps 5350.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.333021806853582
Path 474 | total_timesteps 5361.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.332658464413642
Path 475 | total_timesteps 5371.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.333696667704764
Path 476 | total_timesteps 5395.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.333800404795268
Path 477 | total_timesteps 5408.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.333281444582815
Path 478 | total_timesteps 5416.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.332762645914396
Path 479 | total_timesteps 5424.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.332866479925304
Path 480 | total_timesteps 5437.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.332970281624396
Path 481 | total_timesteps 5452.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.332607342874923
Path 482 | total_timesteps 5462.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.331933426660445
Path 483 | total_timesteps 5470.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.33094867807154
Path 484 | total_timesteps 5477.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.33120821023169
Path 485 | total_timesteps 5490.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.33115671641791
Path 486 | total_timesteps 5500.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.330794341675734
Path 487 | total_timesteps 5508.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.32996580665216
Path 488 | total_timesteps 5515.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.329603729603729
Path 489 | total_timesteps 5524.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.329552517091361
Path 490 | total_timesteps 5535.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.328724561130961
Path 491 | total_timesteps 5543.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.32820751786269
Path 492 | total_timesteps 5550.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.327380027954652
Path 493 | total_timesteps 5558.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.328416149068323
Path 494 | total_timesteps 5582.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.327433628318584
Path 495 | total_timesteps 5588.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.327538031667185
Path 496 | total_timesteps 5601.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.32764240260748
Path 497 | total_timesteps 5616.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.327436374922408
Path 498 | total_timesteps 5628.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.327695888285493
Path 499 | total_timesteps 5642.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.327489916227117
Path 500 | total_timesteps 5655.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.32712889716147
Path 501 | total_timesteps 5665.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.329559553349876
Path 502 | total_timesteps 5695.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.329198325321755
Path 503 | total_timesteps 5704.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.328527131782947
Path 504 | total_timesteps 5712.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.3281661757867
Path 505 | total_timesteps 5721.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.327650340979542
Path 506 | total_timesteps 5735.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.326824732682473
Path 507 | total_timesteps 5742.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.326774093585373
Path 508 | total_timesteps 5755.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.32610379550736
Path 509 | total_timesteps 5763.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.326208178438662
Path 510 | total_timesteps 5775.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.325693046306334
Path 511 | total_timesteps 5783.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.325952307215855
Path 512 | total_timesteps 5798.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.32512772875058
Path 513 | total_timesteps 5806.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.324922600619194
Path 514 | total_timesteps 5816.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.324717535985142
Path 515 | total_timesteps 5826.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.324203033116682
Path 516 | total_timesteps 5834.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.324462323998143
Path 517 | total_timesteps 5847.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.32394801980198
Path 518 | total_timesteps 5855.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.323588553750966
Path 519 | total_timesteps 5864.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.322919888648315
Path 520 | total_timesteps 5874.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.322715323952373
Path 521 | total_timesteps 5885.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.322356215213357
Path 522 | total_timesteps 5896.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.32199721749884
Path 523 | total_timesteps 5906.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.321638330757342
Path 524 | total_timesteps 5915.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.321588626178334
Path 525 | total_timesteps 5927.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.323702101359704
Path 526 | total_timesteps 5953.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.323034141819868
Path 527 | total_timesteps 5964.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.322829780661106
Path 528 | total_timesteps 5973.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.322625482625483
Path 529 | total_timesteps 5983.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.322730080296479
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.72    |
| Iteration     | 13       |
| MaximumReturn | 3.11     |
| MinimumReturn | -18.8    |
| TotalSamples  | 60063    |
----------------------------
itr #14 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.013717038556933403
Validation loss = 0.012792332097887993
Validation loss = 0.01302449032664299
Validation loss = 0.013846409507095814
Validation loss = 0.012973184697329998
Validation loss = 0.01289593055844307
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.0131654879078269
Validation loss = 0.013192042708396912
Validation loss = 0.013184553012251854
Validation loss = 0.012792143039405346
Validation loss = 0.012612325139343739
Validation loss = 0.013536794111132622
Validation loss = 0.012526493519544601
Validation loss = 0.012616156600415707
Validation loss = 0.01306604128330946
Validation loss = 0.01299280021339655
Validation loss = 0.012733477167785168
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.323143430600586
Path 1 | total_timesteps 15.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.322630441494288
Path 2 | total_timesteps 23.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.32150023151721
Path 3 | total_timesteps 30.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.320987654320987
Path 4 | total_timesteps 38.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.32201820706681
Path 5 | total_timesteps 58.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.321968528232027
Path 6 | total_timesteps 69.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.321147616844053
Path 7 | total_timesteps 77.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.320635410240593
Path 8 | total_timesteps 89.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.31981495759445
Path 9 | total_timesteps 96.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.319148936170214
Path 10 | total_timesteps 105.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.319099737937414
Path 11 | total_timesteps 118.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.318434032059185
Path 12 | total_timesteps 127.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.317614424410541
Path 13 | total_timesteps 134.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.316795069337442
Path 14 | total_timesteps 141.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.316438145124017
Path 15 | total_timesteps 151.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.316389402341343
Path 16 | total_timesteps 163.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.315416602494995
Path 17 | total_timesteps 170.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.316137973514014
Path 18 | total_timesteps 190.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.317167051578137
Path 19 | total_timesteps 209.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.316656403940886
Path 20 | total_timesteps 219.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.317685085424042
Path 21 | total_timesteps 240.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.317943982763927
Path 22 | total_timesteps 256.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.317587321126327
Path 23 | total_timesteps 264.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.317076923076923
Path 24 | total_timesteps 273.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.317181972004308
Path 25 | total_timesteps 285.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.316364195632113
Path 26 | total_timesteps 294.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.316469321851454
Path 27 | total_timesteps 307.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.31611316113161
Path 28 | total_timesteps 316.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.316218293620292
Path 29 | total_timesteps 329.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.315247463879496
Path 30 | total_timesteps 338.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.314737974489011
Path 31 | total_timesteps 347.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.31499692685925
Path 32 | total_timesteps 363.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.315563066523275
Path 33 | total_timesteps 382.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.315668202764977
Path 34 | total_timesteps 394.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.315005375518354
Path 35 | total_timesteps 403.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.314957002457003
Path 36 | total_timesteps 416.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.314448027022877
Path 37 | total_timesteps 426.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.313785692354928
Path 38 | total_timesteps 434.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.313123561013047
Path 39 | total_timesteps 441.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.312461632903622
Path 40 | total_timesteps 448.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.312720576952586
Path 41 | total_timesteps 461.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.312826020251611
Path 42 | total_timesteps 472.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.31216444239914
Path 43 | total_timesteps 478.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.311503067484663
Path 44 | total_timesteps 486.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.3117619996933
Path 45 | total_timesteps 500.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.312020852499233
Path 46 | total_timesteps 514.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.311206500076652
Path 47 | total_timesteps 523.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.311925199264255
Path 48 | total_timesteps 539.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.312030651340995
Path 49 | total_timesteps 555.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.31121667177444
Path 50 | total_timesteps 563.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.310402941627087
Path 51 | total_timesteps 570.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.310814950980392
Path 52 | total_timesteps 586.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.310614182876398
Path 53 | total_timesteps 598.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.310719754977029
Path 54 | total_timesteps 610.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.310672178839381
Path 55 | total_timesteps 623.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.310012247397427
Path 56 | total_timesteps 634.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.309964794122148
Path 57 | total_timesteps 649.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.310223446587083
Path 58 | total_timesteps 666.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.309716908951797
Path 59 | total_timesteps 674.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.30951652386781
Path 60 | total_timesteps 684.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.30946917546275
Path 61 | total_timesteps 695.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.308810033649435
Path 62 | total_timesteps 706.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.309068664933475
Path 63 | total_timesteps 720.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.308562691131499
Path 64 | total_timesteps 727.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.308362635682617
Path 65 | total_timesteps 741.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.307245490675635
Path 66 | total_timesteps 750.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.306892862601254
Path 67 | total_timesteps 759.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.306081907090464
Path 68 | total_timesteps 766.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.305576776165012
Path 69 | total_timesteps 774.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.306141154903758
Path 70 | total_timesteps 793.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.30578891095158
Path 71 | total_timesteps 803.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.30665852168601
Path 72 | total_timesteps 822.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.306000916170408
Path 73 | total_timesteps 829.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.306106870229007
Path 74 | total_timesteps 844.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.305754846588307
Path 75 | total_timesteps 853.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.30479242979243
Path 76 | total_timesteps 859.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.304135510453227
Path 77 | total_timesteps 868.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.303326212999695
Path 78 | total_timesteps 878.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.30327993897788
Path 79 | total_timesteps 890.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.303996339231238
Path 80 | total_timesteps 909.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.304712520969955
Path 81 | total_timesteps 926.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.304208600182983
Path 82 | total_timesteps 934.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.30355237078823
Path 83 | total_timesteps 944.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.303658536585365
Path 84 | total_timesteps 956.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.303155006858711
Path 85 | total_timesteps 963.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.302651630600426
Path 86 | total_timesteps 971.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.302148407740363
Path 87 | total_timesteps 980.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.302254722730043
Path 88 | total_timesteps 998.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.301751713632902
Path 89 | total_timesteps 1005.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.301705756929637
Path 90 | total_timesteps 1017.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.301812090756814
Path 91 | total_timesteps 1030.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.302984165651644
Path 92 | total_timesteps 1052.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.302481351803927
Path 93 | total_timesteps 1061.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.301978691019787
Path 94 | total_timesteps 1068.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.30147618322934
Path 95 | total_timesteps 1077.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.30082166768107
Path 96 | total_timesteps 1086.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.30062376388255
Path 97 | total_timesteps 1096.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.300121691512016
Path 98 | total_timesteps 1106.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.29977186311787
Path 99 | total_timesteps 1117.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.298965936739659
Path 100 | total_timesteps 1127.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.29816025543561
Path 101 | total_timesteps 1134.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.297810884767406
Path 102 | total_timesteps 1144.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.297917616659067
Path 103 | total_timesteps 1157.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.298936170212766
Path 104 | total_timesteps 1175.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.298434888314846
Path 105 | total_timesteps 1183.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.297933758735947
Path 106 | total_timesteps 1193.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.297280874981011
Path 107 | total_timesteps 1201.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.297235722964762
Path 108 | total_timesteps 1215.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.297038724373577
Path 109 | total_timesteps 1225.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.297600971758275
Path 110 | total_timesteps 1246.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.296796720813724
Path 111 | total_timesteps 1257.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.297055251973285
Path 112 | total_timesteps 1273.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.296251327970861
Path 113 | total_timesteps 1281.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.295599393019726
Path 114 | total_timesteps 1289.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.295099377939614
Path 115 | total_timesteps 1301.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.29444781553398
Path 116 | total_timesteps 1308.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.293948126801153
Path 117 | total_timesteps 1318.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.293145283591144
Path 118 | total_timesteps 1325.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.293100833965125
Path 119 | total_timesteps 1339.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.292298362644027
Path 120 | total_timesteps 1346.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.292102470820069
Path 121 | total_timesteps 1358.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.29175507729615
Path 122 | total_timesteps 1367.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.291104712835278
Path 123 | total_timesteps 1376.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.291060606060606
Path 124 | total_timesteps 1387.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.290562036055142
Path 125 | total_timesteps 1395.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.290063617085732
Path 126 | total_timesteps 1403.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.289868241708314
Path 127 | total_timesteps 1418.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.289218655360388
Path 128 | total_timesteps 1427.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.288569265707798
Path 129 | total_timesteps 1438.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.287920072661217
Path 130 | total_timesteps 1445.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.288027849250795
Path 131 | total_timesteps 1459.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.28798426150121
Path 132 | total_timesteps 1470.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.287184142835528
Path 133 | total_timesteps 1479.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.286535552193646
Path 134 | total_timesteps 1487.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.286038420813796
Path 135 | total_timesteps 1497.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.285692679975801
Path 136 | total_timesteps 1508.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.285800695599576
Path 137 | total_timesteps 1519.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.285455095252495
Path 138 | total_timesteps 1529.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.285563114134543
Path 139 | total_timesteps 1540.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.284764207980652
Path 140 | total_timesteps 1548.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.28502342451262
Path 141 | total_timesteps 1562.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.285131459655485
Path 142 | total_timesteps 1574.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.2856927028252
Path 143 | total_timesteps 1590.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.284894259818731
Path 144 | total_timesteps 1597.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.285153300105724
Path 145 | total_timesteps 1613.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.284506191482937
Path 146 | total_timesteps 1621.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.2843122452061
Path 147 | total_timesteps 1634.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.283665458937199
Path 148 | total_timesteps 1642.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.283018867924529
Path 149 | total_timesteps 1651.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.282523392695442
Path 150 | total_timesteps 1659.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.282028066998642
Path 151 | total_timesteps 1666.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.281382015691008
Path 152 | total_timesteps 1674.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.280585306984463
Path 153 | total_timesteps 1681.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.280090497737557
Path 154 | total_timesteps 1689.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.279746644548334
Path 155 | total_timesteps 1698.
number of affinization with epsilon = 3 is 1
average number of affinization = 9.278498190591074
Path 156 | total_timesteps 1704.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.2774008744158
Path 157 | total_timesteps 1711.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.277057582152548
Path 158 | total_timesteps 1724.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.276412961567445
Path 159 | total_timesteps 1733.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.276522001205546
Path 160 | total_timesteps 1751.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.27557631459997
Path 161 | total_timesteps 1758.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.275082856282012
Path 162 | total_timesteps 1767.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.274740171712608
Path 163 | total_timesteps 1778.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.275602409638553
Path 164 | total_timesteps 1796.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.27556090950158
Path 165 | total_timesteps 1810.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.275067750677508
Path 166 | total_timesteps 1819.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.275026343519494
Path 167 | total_timesteps 1830.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.274984948826008
Path 168 | total_timesteps 1841.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.27464258841234
Path 169 | total_timesteps 1850.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.275203129702076
Path 170 | total_timesteps 1864.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.274860839476455
Path 171 | total_timesteps 1875.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.274518652226233
Path 172 | total_timesteps 1884.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.274326966461121
Path 173 | total_timesteps 1896.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.274436090225564
Path 174 | total_timesteps 1912.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.274545181175762
Path 175 | total_timesteps 1924.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.276458208057727
Path 176 | total_timesteps 1950.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.27566511348264
Path 177 | total_timesteps 1957.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.275623685001502
Path 178 | total_timesteps 1971.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.275131480090158
Path 179 | total_timesteps 1981.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.275390625
Path 180 | total_timesteps 1995.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.274898602974313
Path 181 | total_timesteps 2007.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.274556924001201
Path 182 | total_timesteps 2016.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.274215347649797
Path 183 | total_timesteps 2025.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.274324324324324
Path 184 | total_timesteps 2038.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.273382375018766
Path 185 | total_timesteps 2045.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.274091864305014
Path 186 | total_timesteps 2065.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.273600480264145
Path 187 | total_timesteps 2076.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.27310924369748
Path 188 | total_timesteps 2085.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.272468117029257
Path 189 | total_timesteps 2095.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.271827182718273
Path 190 | total_timesteps 2103.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.271486425678717
Path 191 | total_timesteps 2114.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.27114577084583
Path 192 | total_timesteps 2126.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.27065527065527
Path 193 | total_timesteps 2135.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.27016491754123
Path 194 | total_timesteps 2143.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.269674711437565
Path 195 | total_timesteps 2150.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.269184652278177
Path 196 | total_timesteps 2159.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.268694739997002
Path 197 | total_timesteps 2168.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.268504644890621
Path 198 | total_timesteps 2178.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.268464419475656
Path 199 | total_timesteps 2191.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.268424206111444
Path 200 | total_timesteps 2206.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.267784933353303
Path 201 | total_timesteps 2214.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.267595088349806
Path 202 | total_timesteps 2227.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.267105854169786
Path 203 | total_timesteps 2236.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.266467065868264
Path 204 | total_timesteps 2245.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.267175572519085
Path 205 | total_timesteps 2265.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.266387309188866
Path 206 | total_timesteps 2272.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.266048181954211
Path 207 | total_timesteps 2283.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.265559545182525
Path 208 | total_timesteps 2294.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.266267763649962
Path 209 | total_timesteps 2312.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.265928806461263
Path 210 | total_timesteps 2322.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.265739494541648
Path 211 | total_timesteps 2333.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.265400717703349
Path 212 | total_timesteps 2347.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.265361040514277
Path 213 | total_timesteps 2361.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.265321375186845
Path 214 | total_timesteps 2375.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.26513226722463
Path 215 | total_timesteps 2384.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.264494919306635
Path 216 | total_timesteps 2394.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.263708352009562
Path 217 | total_timesteps 2402.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.263071407230356
Path 218 | total_timesteps 2409.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.262285287528005
Path 219 | total_timesteps 2417.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.262694145758662
Path 220 | total_timesteps 2435.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.262356278930865
Path 221 | total_timesteps 2443.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.262018512988952
Path 222 | total_timesteps 2452.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.2615315718764
Path 223 | total_timesteps 2461.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.261492537313433
Path 224 | total_timesteps 2472.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.26070735711088
Path 225 | total_timesteps 2480.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.260966875559534
Path 226 | total_timesteps 2493.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.260778755780994
Path 227 | total_timesteps 2503.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.259994033412887
Path 228 | total_timesteps 2512.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.259806114839671
Path 229 | total_timesteps 2525.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.25946913212049
Path 230 | total_timesteps 2536.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.25883405397346
Path 231 | total_timesteps 2543.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.258497316636852
Path 232 | total_timesteps 2552.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.258160679684007
Path 233 | total_timesteps 2561.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.257973174366617
Path 234 | total_timesteps 2574.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.257040679481449
Path 235 | total_timesteps 2581.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.256555423122766
Path 236 | total_timesteps 2592.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.256219276031581
Path 237 | total_timesteps 2601.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.255734286565385
Path 238 | total_timesteps 2613.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.256440804169769
Path 239 | total_timesteps 2634.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.256104824300179
Path 240 | total_timesteps 2643.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.25591782045556
Path 241 | total_timesteps 2654.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.254986603155702
Path 242 | total_timesteps 2662.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.254948653073374
Path 243 | total_timesteps 2673.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.254315476190476
Path 244 | total_timesteps 2682.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.25442642463919
Path 245 | total_timesteps 2695.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.254983635822672
Path 246 | total_timesteps 2711.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.254499479399078
Path 247 | total_timesteps 2721.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.254610350981558
Path 248 | total_timesteps 2732.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.25457249070632
Path 249 | total_timesteps 2746.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.254534641688968
Path 250 | total_timesteps 2759.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.253902185223724
Path 251 | total_timesteps 2768.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.254458977407849
Path 252 | total_timesteps 2783.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.254421162134047
Path 253 | total_timesteps 2794.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.255572065378901
Path 254 | total_timesteps 2817.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.255385529638984
Path 255 | total_timesteps 2827.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.254901960784315
Path 256 | total_timesteps 2835.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.254418535571068
Path 257 | total_timesteps 2844.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.254826254826256
Path 258 | total_timesteps 2860.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.2543429844098
Path 259 | total_timesteps 2868.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.254305225653207
Path 260 | total_timesteps 2881.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.254267478105982
Path 261 | total_timesteps 2896.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.253784505788067
Path 262 | total_timesteps 2906.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.253598456744324
Path 263 | total_timesteps 2919.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.25459940652819
Path 264 | total_timesteps 2940.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.253819908025516
Path 265 | total_timesteps 2948.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.253930584396322
Path 266 | total_timesteps 2966.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.253744624054574
Path 267 | total_timesteps 2975.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.25341043890866
Path 268 | total_timesteps 2985.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.253372868791697
Path 269 | total_timesteps 2996.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.25378001778832
Path 270 | total_timesteps 3017.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.25374240403142
Path 271 | total_timesteps 3031.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.253556609365738
Path 272 | total_timesteps 3045.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.25470440065195
Path 273 | total_timesteps 3068.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.254074074074074
Path 274 | total_timesteps 3076.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.253147681824915
Path 275 | total_timesteps 3082.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.252813981042655
Path 276 | total_timesteps 3091.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.252332296756997
Path 277 | total_timesteps 3101.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.252294936334025
Path 278 | total_timesteps 3114.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.252553663952627
Path 279 | total_timesteps 3131.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.252812314979277
Path 280 | total_timesteps 3144.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.252478910759212
Path 281 | total_timesteps 3155.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.252145605208641
Path 282 | total_timesteps 3163.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.25122059476254
Path 283 | total_timesteps 3171.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.25103550295858
Path 284 | total_timesteps 3184.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.251294187250407
Path 285 | total_timesteps 3199.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.251109139307896
Path 286 | total_timesteps 3209.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.250332692592044
Path 287 | total_timesteps 3217.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.249852158486103
Path 288 | total_timesteps 3226.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.249223946784923
Path 289 | total_timesteps 3235.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.248891516405557
Path 290 | total_timesteps 3246.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.24885473621989
Path 291 | total_timesteps 3258.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.248374704491725
Path 292 | total_timesteps 3267.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.247747082286896
Path 293 | total_timesteps 3275.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.24711964549483
Path 294 | total_timesteps 3282.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.247230837394772
Path 295 | total_timesteps 3295.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.248080330773774
Path 296 | total_timesteps 3312.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.247305477631773
Path 297 | total_timesteps 3321.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.24712134632418
Path 298 | total_timesteps 3332.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.246642066420664
Path 299 | total_timesteps 3339.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.24586776859504
Path 300 | total_timesteps 3349.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.24597904677586
Path 301 | total_timesteps 3365.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.245795219828858
Path 302 | total_timesteps 3377.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.246496533412008
Path 303 | total_timesteps 3394.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.245870206489675
Path 304 | total_timesteps 3403.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.245686476920808
Path 305 | total_timesteps 3414.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.24506045414332
Path 306 | total_timesteps 3422.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.244434615951644
Path 307 | total_timesteps 3430.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.243661556603774
Path 308 | total_timesteps 3437.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.243330876934413
Path 309 | total_timesteps 3446.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.242705570291777
Path 310 | total_timesteps 3454.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.242080447915132
Path 311 | total_timesteps 3461.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.241750147318799
Path 312 | total_timesteps 3471.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.24112534983061
Path 313 | total_timesteps 3479.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.240648011782032
Path 314 | total_timesteps 3486.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.24061257546753
Path 315 | total_timesteps 3497.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.24042991755006
Path 316 | total_timesteps 3509.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.239952892683645
Path 317 | total_timesteps 3516.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.239770385634383
Path 318 | total_timesteps 3526.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.240176600441501
Path 319 | total_timesteps 3539.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.23925838728664
Path 320 | total_timesteps 3547.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.238487568044725
Path 321 | total_timesteps 3555.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.238599588114152
Path 322 | total_timesteps 3566.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.238417414325635
Path 323 | total_timesteps 3578.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.237941176470589
Path 324 | total_timesteps 3586.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.23731804146449
Path 325 | total_timesteps 3595.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.23698912084681
Path 326 | total_timesteps 3607.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.23695428487432
Path 327 | total_timesteps 3617.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.236184597295708
Path 328 | total_timesteps 3625.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.235415135929463
Path 329 | total_timesteps 3632.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.23508668821628
Path 330 | total_timesteps 3642.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.2346114294109
Path 331 | total_timesteps 3651.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.233989424206815
Path 332 | total_timesteps 3657.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.234101923924218
Path 333 | total_timesteps 3668.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.233920704845815
Path 334 | total_timesteps 3679.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.233299075025693
Path 335 | total_timesteps 3687.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.233118027011157
Path 336 | total_timesteps 3697.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.232643475708205
Path 337 | total_timesteps 3707.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.232169063692398
Path 338 | total_timesteps 3715.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.231988261188555
Path 339 | total_timesteps 3725.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.231660798122066
Path 340 | total_timesteps 3734.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.231186739034767
Path 341 | total_timesteps 3744.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.230566148430626
Path 342 | total_timesteps 3751.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.230678985188444
Path 343 | total_timesteps 3762.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.229912023460411
Path 344 | total_timesteps 3769.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.22958510482334
Path 345 | total_timesteps 3779.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.229111697449428
Path 346 | total_timesteps 3791.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.228491865748204
Path 347 | total_timesteps 3799.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.2281652989449
Path 348 | total_timesteps 3810.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.227985347985348
Path 349 | total_timesteps 3821.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.22765895106944
Path 350 | total_timesteps 3831.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.228357990332503
Path 351 | total_timesteps 3847.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.227592267135325
Path 352 | total_timesteps 3854.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.226973202518671
Path 353 | total_timesteps 3864.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.227086383601756
Path 354 | total_timesteps 3877.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.226174791392182
Path 355 | total_timesteps 3884.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.225409836065573
Path 356 | total_timesteps 3890.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.225230499048735
Path 357 | total_timesteps 3901.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.225051214515657
Path 358 | total_timesteps 3914.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.224433065106071
Path 359 | total_timesteps 3924.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.224400234055002
Path 360 | total_timesteps 3935.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.223636097703672
Path 361 | total_timesteps 3942.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.223018426440479
Path 362 | total_timesteps 3950.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.222108495394064
Path 363 | total_timesteps 3957.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.222953216374268
Path 364 | total_timesteps 3975.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.223066803098963
Path 365 | total_timesteps 3989.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.222157263957907
Path 366 | total_timesteps 3998.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.223732281163233
Path 367 | total_timesteps 4024.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.223407364114554
Path 368 | total_timesteps 4036.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.223228634039446
Path 369 | total_timesteps 4048.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.222903885480573
Path 370 | total_timesteps 4059.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.22228713305097
Path 371 | total_timesteps 4067.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.222108644859814
Path 372 | total_timesteps 4082.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.221784202073295
Path 373 | total_timesteps 4091.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.22116788321168
Path 374 | total_timesteps 4098.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.22055174427091
Path 375 | total_timesteps 4106.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.220081727962638
Path 376 | total_timesteps 4113.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.220779220779221
Path 377 | total_timesteps 4131.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.221184709658594
Path 378 | total_timesteps 4148.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.220423048869439
Path 379 | total_timesteps 4156.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.22024504084014
Path 380 | total_timesteps 4167.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.219775411987749
Path 381 | total_timesteps 4175.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.219597550306212
Path 382 | total_timesteps 4185.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.218982358944453
Path 383 | total_timesteps 4194.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.219533527696793
Path 384 | total_timesteps 4214.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.219210027692757
Path 385 | total_timesteps 4226.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.219032352083941
Path 386 | total_timesteps 4239.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.21900043712662
Path 387 | total_timesteps 4250.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.21911421911422
Path 388 | total_timesteps 4262.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.219519300801165
Path 389 | total_timesteps 4277.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.21890474803379
Path 390 | total_timesteps 4288.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.219892238240861
Path 391 | total_timesteps 4307.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.218841001747233
Path 392 | total_timesteps 4314.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.21895472412287
Path 393 | total_timesteps 4330.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.219796215429403
Path 394 | total_timesteps 4347.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.21932760879057
Path 395 | total_timesteps 4355.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.218568102444703
Path 396 | total_timesteps 4365.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.217808817110432
Path 397 | total_timesteps 4373.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.2180680826302
Path 398 | total_timesteps 4388.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.21789090909091
Path 399 | total_timesteps 4399.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.217277486910994
Path 400 | total_timesteps 4406.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.216955067616693
Path 401 | total_timesteps 4417.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.21648735097412
Path 402 | total_timesteps 4425.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.216601250181713
Path 403 | total_timesteps 4440.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.21671511627907
Path 404 | total_timesteps 4451.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.216683621566633
Path 405 | total_timesteps 4465.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.216797442603895
Path 406 | total_timesteps 4479.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.216184803138166
Path 407 | total_timesteps 4486.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.216443927948866
Path 408 | total_timesteps 4502.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.216267247639797
Path 409 | total_timesteps 4512.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.21638106302643
Path 410 | total_timesteps 4523.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.216349644257296
Path 411 | total_timesteps 4540.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.215737514518002
Path 412 | total_timesteps 4552.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.215706198287124
Path 413 | total_timesteps 4565.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.215384615384615
Path 414 | total_timesteps 4575.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.215208242635322
Path 415 | total_timesteps 4585.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.214596633778294
Path 416 | total_timesteps 4593.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.213840127665748
Path 417 | total_timesteps 4600.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.213519002030752
Path 418 | total_timesteps 4612.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.213923132704858
Path 419 | total_timesteps 4629.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.21316705336427
Path 420 | total_timesteps 4636.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.213281136726113
Path 421 | total_timesteps 4651.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.212670339228762
Path 422 | total_timesteps 4660.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.211769821713292
Path 423 | total_timesteps 4667.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.211739130434783
Path 424 | total_timesteps 4680.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.212577887262716
Path 425 | total_timesteps 4698.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.211967545638945
Path 426 | total_timesteps 4705.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.211357380848906
Path 427 | total_timesteps 4712.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.210457705677868
Path 428 | total_timesteps 4718.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.209992758870383
Path 429 | total_timesteps 4726.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.209527946713003
Path 430 | total_timesteps 4734.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.210076733748371
Path 431 | total_timesteps 4752.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.210046323103647
Path 432 | total_timesteps 4763.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.210015921262121
Path 433 | total_timesteps 4776.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.20998552821997
Path 434 | total_timesteps 4789.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.209955143973376
Path 435 | total_timesteps 4800.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.20949074074074
Path 436 | total_timesteps 4808.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.210473021842905
Path 437 | total_timesteps 4830.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.210731848423489
Path 438 | total_timesteps 4844.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.210412147505423
Path 439 | total_timesteps 4854.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.210237131289762
Path 440 | total_timesteps 4865.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.210785022408558
Path 441 | total_timesteps 4879.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.210899103787222
Path 442 | total_timesteps 4892.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.211013152189622
Path 443 | total_timesteps 4905.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.210260115606937
Path 444 | total_timesteps 4911.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.209651784424215
Path 445 | total_timesteps 4920.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.21077723201387
Path 446 | total_timesteps 4940.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.2104578939766
Path 447 | total_timesteps 4949.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.210138648180243
Path 448 | total_timesteps 4958.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.209675090252707
Path 449 | total_timesteps 4966.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.209356049667917
Path 450 | total_timesteps 4975.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.209614551754006
Path 451 | total_timesteps 4988.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.20886258660508
Path 452 | total_timesteps 4996.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.208255159474671
Path 453 | total_timesteps 5005.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.207792207792208
Path 454 | total_timesteps 5013.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.207329389698456
Path 455 | total_timesteps 5020.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.207010963646855
Path 456 | total_timesteps 5030.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.20669262945334
Path 457 | total_timesteps 5040.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.206085953273723
Path 458 | total_timesteps 5047.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.20591204037491
Path 459 | total_timesteps 5058.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.206170703575548
Path 460 | total_timesteps 5077.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.2058526740666
Path 461 | total_timesteps 5088.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.205534736235226
Path 462 | total_timesteps 5098.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.205649228995533
Path 463 | total_timesteps 5111.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.205619596541787
Path 464 | total_timesteps 5124.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.205301829707535
Path 465 | total_timesteps 5135.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.204984154422357
Path 466 | total_timesteps 5144.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.204522540688464
Path 467 | total_timesteps 5152.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.203773041474655
Path 468 | total_timesteps 5160.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.20287976961843
Path 469 | total_timesteps 5167.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.203138496976678
Path 470 | total_timesteps 5184.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.202965308766373
Path 471 | total_timesteps 5194.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.20293609671848
Path 472 | total_timesteps 5208.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.202331270686429
Path 473 | total_timesteps 5216.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.202446043165468
Path 474 | total_timesteps 5228.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.201409869083585
Path 475 | total_timesteps 5234.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.200517836593786
Path 476 | total_timesteps 5240.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.200345174744715
Path 477 | total_timesteps 5250.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.20060396893874
Path 478 | total_timesteps 5265.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.200862688713157
Path 479 | total_timesteps 5278.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.200546290971824
Path 480 | total_timesteps 5286.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.201379905131523
Path 481 | total_timesteps 5304.
number of affinization with epsilon = 3 is 1
average number of affinization = 9.200201207243461
Path 482 | total_timesteps 5311.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.20002873976146
Path 483 | total_timesteps 5321.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.199281609195403
Path 484 | total_timesteps 5330.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.199540295934492
Path 485 | total_timesteps 5345.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.199080723929905
Path 486 | total_timesteps 5353.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.19847766767198
Path 487 | total_timesteps 5361.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.197731188971856
Path 488 | total_timesteps 5370.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.196841349605169
Path 489 | total_timesteps 5378.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.196382428940568
Path 490 | total_timesteps 5387.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.197646045643749
Path 491 | total_timesteps 5410.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.197043628013777
Path 492 | total_timesteps 5419.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.197302338929545
Path 493 | total_timesteps 5436.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.196843615494979
Path 494 | total_timesteps 5443.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.196241572227802
Path 495 | total_timesteps 5453.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.19520940906483
Path 496 | total_timesteps 5460.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.19647210669726
Path 497 | total_timesteps 5483.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.196157155147691
Path 498 | total_timesteps 5492.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.19584229390681
Path 499 | total_timesteps 5502.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.195384174311927
Path 500 | total_timesteps 5512.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.195069514117815
Path 501 | total_timesteps 5523.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.195901404413872
Path 502 | total_timesteps 5543.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.19573004728471
Path 503 | total_timesteps 5552.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.194985673352436
Path 504 | total_timesteps 5560.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.194814496490475
Path 505 | total_timesteps 5570.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.193927241478086
Path 506 | total_timesteps 5577.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.193183445510526
Path 507 | total_timesteps 5584.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.192439862542955
Path 508 | total_timesteps 5590.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.192412312097352
Path 509 | total_timesteps 5600.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.192671056398511
Path 510 | total_timesteps 5618.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.19350221840561
Path 511 | total_timesteps 5635.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.193474527761877
Path 512 | total_timesteps 5647.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.193733009014165
Path 513 | total_timesteps 5660.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.193705293276109
Path 514 | total_timesteps 5674.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.192962380203118
Path 515 | total_timesteps 5682.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.192362700228832
Path 516 | total_timesteps 5689.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.19133419133419
Path 517 | total_timesteps 5696.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.191020875035745
Path 518 | total_timesteps 5706.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.190564689063617
Path 519 | total_timesteps 5713.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.190251572327044
Path 520 | total_timesteps 5722.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.189938545090753
Path 521 | total_timesteps 5732.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.189482709345528
Path 522 | total_timesteps 5739.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.188884126303758
Path 523 | total_timesteps 5749.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.188285714285714
Path 524 | total_timesteps 5759.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.187687473218112
Path 525 | total_timesteps 5768.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.187232219365896
Path 526 | total_timesteps 5778.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.186777095530488
Path 527 | total_timesteps 5786.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.18703597944032
Path 528 | total_timesteps 5799.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.186581013561742
Path 529 | total_timesteps 5808.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.18726805595204
Path 530 | total_timesteps 5823.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.186955901241616
Path 531 | total_timesteps 5832.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.186786529680365
Path 532 | total_timesteps 5843.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.186189185333143
Path 533 | total_timesteps 5852.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.185592011412268
Path 534 | total_timesteps 5859.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.184995007844815
Path 535 | total_timesteps 5866.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.184540787221906
Path 536 | total_timesteps 5873.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.184514473121347
Path 537 | total_timesteps 5885.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.183917878528657
Path 538 | total_timesteps 5893.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.183606557377049
Path 539 | total_timesteps 5902.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.183152793614596
Path 540 | total_timesteps 5911.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.182699159184837
Path 541 | total_timesteps 5923.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.18238814477059
Path 542 | total_timesteps 5931.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.182077218977062
Path 543 | total_timesteps 5941.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.182621082621083
Path 544 | total_timesteps 5957.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.183022361486968
Path 545 | total_timesteps 5972.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.182996297351181
Path 546 | total_timesteps 5986.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.182827851345579
Path 547 | total_timesteps 5997.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.18237471526196
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.52    |
| Iteration     | 14       |
| MaximumReturn | 3.96     |
| MinimumReturn | -20.4    |
| TotalSamples  | 64066    |
----------------------------
itr #15 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.013694355264306068
Validation loss = 0.012704768218100071
Validation loss = 0.012519778683781624
Validation loss = 0.012661807239055634
Validation loss = 0.012624351307749748
Validation loss = 0.012949666008353233
Validation loss = 0.013009445741772652
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.013723221607506275
Validation loss = 0.01251110341399908
Validation loss = 0.013462210074067116
Validation loss = 0.012562800198793411
Validation loss = 0.012809563428163528
Validation loss = 0.012688787654042244
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.181779359430605
Path 1 | total_timesteps 7.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.181326501565614
Path 2 | total_timesteps 17.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.181300697310375
Path 3 | total_timesteps 28.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.18099032441662
Path 4 | total_timesteps 36.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.180110968843364
Path 5 | total_timesteps 44.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.179516358463728
Path 6 | total_timesteps 54.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.179490826340492
Path 7 | total_timesteps 66.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.179465301478954
Path 8 | total_timesteps 78.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.178871036542017
Path 9 | total_timesteps 85.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.178276940574353
Path 10 | total_timesteps 96.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.177540867093105
Path 11 | total_timesteps 103.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.177515633882887
Path 12 | total_timesteps 115.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.177206195822084
Path 13 | total_timesteps 124.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.176896845694799
Path 14 | total_timesteps 133.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.176871714732206
Path 15 | total_timesteps 146.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.176420454545454
Path 16 | total_timesteps 156.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.175969322539412
Path 17 | total_timesteps 168.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.175234308435103
Path 18 | total_timesteps 177.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.175493397699844
Path 19 | total_timesteps 191.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.175184554230551
Path 20 | total_timesteps 199.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.175585521646559
Path 21 | total_timesteps 217.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.175276752767529
Path 22 | total_timesteps 230.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.174684262806869
Path 23 | total_timesteps 239.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.17494324631101
Path 24 | total_timesteps 253.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.17463469995744
Path 25 | total_timesteps 263.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.174468085106383
Path 26 | total_timesteps 274.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.173876045950928
Path 27 | total_timesteps 282.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.173709585933068
Path 28 | total_timesteps 293.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.173968524032327
Path 29 | total_timesteps 306.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.173802098100369
Path 30 | total_timesteps 317.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.172927002126151
Path 31 | total_timesteps 324.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.173044217687075
Path 32 | total_timesteps 338.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.172169477114922
Path 33 | total_timesteps 345.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.171436667611221
Path 34 | total_timesteps 352.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.170987391981868
Path 35 | total_timesteps 359.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.170538243626062
Path 36 | total_timesteps 368.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.170797337487608
Path 37 | total_timesteps 381.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.171339563862928
Path 38 | total_timesteps 397.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.1717400538015
Path 39 | total_timesteps 413.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.17143261608154
Path 40 | total_timesteps 424.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.170842179759378
Path 41 | total_timesteps 433.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.170818001698274
Path 42 | total_timesteps 447.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.170935333238997
Path 43 | total_timesteps 461.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.170769666100735
Path 44 | total_timesteps 471.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.17046258310935
Path 45 | total_timesteps 482.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.171711456859972
Path 46 | total_timesteps 509.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.171970018384952
Path 47 | total_timesteps 523.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.171238687782806
Path 48 | total_timesteps 530.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.170790329421745
Path 49 | total_timesteps 539.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.170483460559796
Path 50 | total_timesteps 548.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.169752650176678
Path 51 | total_timesteps 559.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.169728660260034
Path 52 | total_timesteps 573.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.169422071499223
Path 53 | total_timesteps 584.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.169115569369879
Path 54 | total_timesteps 594.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.168385365164571
Path 55 | total_timesteps 601.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.169350282485876
Path 56 | total_timesteps 619.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.169185143341336
Path 57 | total_timesteps 628.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.168172832533182
Path 58 | total_timesteps 635.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.168007906254411
Path 59 | total_timesteps 644.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.167843026538678
Path 60 | total_timesteps 656.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.167254763585039
Path 61 | total_timesteps 664.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.166948913350268
Path 62 | total_timesteps 673.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.166502045999717
Path 63 | total_timesteps 683.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.16619638826185
Path 64 | total_timesteps 692.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.166737198476513
Path 65 | total_timesteps 715.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.166008462623413
Path 66 | total_timesteps 722.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.165703003807643
Path 67 | total_timesteps 732.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.165115623237451
Path 68 | total_timesteps 740.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.165233328633864
Path 69 | total_timesteps 752.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.164505215675218
Path 70 | total_timesteps 758.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.163918252290346
Path 71 | total_timesteps 766.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.163754227733934
Path 72 | total_timesteps 776.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.163590249401155
Path 73 | total_timesteps 790.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.163285432516203
Path 74 | total_timesteps 798.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.163685026060008
Path 75 | total_timesteps 812.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.164647887323945
Path 76 | total_timesteps 830.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.16434305027461
Path 77 | total_timesteps 840.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.165305547733032
Path 78 | total_timesteps 857.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.164719132760805
Path 79 | total_timesteps 864.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.164836711711711
Path 80 | total_timesteps 876.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.16439127375088
Path 81 | total_timesteps 884.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.1640866873065
Path 82 | total_timesteps 895.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.163922892922471
Path 83 | total_timesteps 906.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.163477771525042
Path 84 | total_timesteps 917.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.162751441834294
Path 85 | total_timesteps 926.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.162165963431786
Path 86 | total_timesteps 933.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.161580649697651
Path 87 | total_timesteps 941.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.161839145106862
Path 88 | total_timesteps 958.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.161394629551525
Path 89 | total_timesteps 971.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.160669103176835
Path 90 | total_timesteps 979.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.160084328882641
Path 91 | total_timesteps 989.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.15992130410343
Path 92 | total_timesteps 1000.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.159617816495714
Path 93 | total_timesteps 1008.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.159173925259905
Path 94 | total_timesteps 1017.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.159432504565247
Path 95 | total_timesteps 1030.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.158848314606741
Path 96 | total_timesteps 1038.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.158685577868276
Path 97 | total_timesteps 1051.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.157680426846392
Path 98 | total_timesteps 1057.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.158641022041275
Path 99 | total_timesteps 1074.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.158478382930937
Path 100 | total_timesteps 1085.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.157754385964912
Path 101 | total_timesteps 1094.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.158012910468706
Path 102 | total_timesteps 1111.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.158551985407605
Path 103 | total_timesteps 1128.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.157828282828282
Path 104 | total_timesteps 1136.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.157525599663346
Path 105 | total_timesteps 1152.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.156942496493688
Path 106 | total_timesteps 1159.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.156359556864395
Path 107 | total_timesteps 1166.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.155496354458778
Path 108 | total_timesteps 1177.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.155194167951773
Path 109 | total_timesteps 1188.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.154331370899916
Path 110 | total_timesteps 1195.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.153608969866854
Path 111 | total_timesteps 1203.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.153447309417041
Path 112 | total_timesteps 1213.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.15286534958666
Path 113 | total_timesteps 1221.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.152984029139816
Path 114 | total_timesteps 1235.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.152822524163048
Path 115 | total_timesteps 1244.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.152521008403362
Path 116 | total_timesteps 1254.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.151799467861643
Path 117 | total_timesteps 1263.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.151358162979557
Path 118 | total_timesteps 1272.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.151756964860702
Path 119 | total_timesteps 1288.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.151035834266517
Path 120 | total_timesteps 1298.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.151994401679497
Path 121 | total_timesteps 1322.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.15141337811363
Path 122 | total_timesteps 1330.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.151672030222471
Path 123 | total_timesteps 1346.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.15165081141578
Path 124 | total_timesteps 1358.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.151909357952162
Path 125 | total_timesteps 1372.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.152587412587412
Path 126 | total_timesteps 1391.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.152286393511398
Path 127 | total_timesteps 1402.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.15226510067114
Path 128 | total_timesteps 1415.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.152243813784427
Path 129 | total_timesteps 1425.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.152082750908583
Path 130 | total_timesteps 1435.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.151781970649894
Path 131 | total_timesteps 1443.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.15134153158189
Path 132 | total_timesteps 1452.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.150621768897583
Path 133 | total_timesteps 1458.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.150041911148366
Path 134 | total_timesteps 1466.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.149881268333566
Path 135 | total_timesteps 1478.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.149162011173184
Path 136 | total_timesteps 1486.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.149420472001117
Path 137 | total_timesteps 1503.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.149958112259146
Path 138 | total_timesteps 1521.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.149937177160407
Path 139 | total_timesteps 1531.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.149357900614183
Path 140 | total_timesteps 1541.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.149057920446616
Path 141 | total_timesteps 1551.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.149316215461903
Path 142 | total_timesteps 1568.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.148597739640017
Path 143 | total_timesteps 1579.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.148297991071429
Path 144 | total_timesteps 1589.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.147858836657832
Path 145 | total_timesteps 1597.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.147698744769874
Path 146 | total_timesteps 1610.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.146980895272625
Path 147 | total_timesteps 1617.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.146681539319577
Path 148 | total_timesteps 1626.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.146242855151261
Path 149 | total_timesteps 1634.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.145664901031502
Path 150 | total_timesteps 1644.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.145226480836238
Path 151 | total_timesteps 1652.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.145066889632107
Path 152 | total_timesteps 1663.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.144489340950258
Path 153 | total_timesteps 1671.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.145165784341042
Path 154 | total_timesteps 1687.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.144727677949575
Path 155 | total_timesteps 1696.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.144428969359332
Path 156 | total_timesteps 1706.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.143851831221278
Path 157 | total_timesteps 1717.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.142996379838484
Path 158 | total_timesteps 1725.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.14269803703188
Path 159 | total_timesteps 1733.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.142260579064589
Path 160 | total_timesteps 1740.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.142797494780794
Path 161 | total_timesteps 1758.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.142777623156137
Path 162 | total_timesteps 1769.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.142340336719077
Path 163 | total_timesteps 1778.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.14176405119644
Path 164 | total_timesteps 1786.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.141187925998052
Path 165 | total_timesteps 1795.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.14047287899861
Path 166 | total_timesteps 1802.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.139479905437351
Path 167 | total_timesteps 1809.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.138626251390434
Path 168 | total_timesteps 1817.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.138746003058529
Path 169 | total_timesteps 1828.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.137892688351403
Path 170 | total_timesteps 1835.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.137873523280055
Path 171 | total_timesteps 1849.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.138271261812118
Path 172 | total_timesteps 1865.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.137974155898291
Path 173 | total_timesteps 1875.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.137399277577105
Path 174 | total_timesteps 1883.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.137935824420058
Path 175 | total_timesteps 1901.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.137777777777778
Path 176 | total_timesteps 1912.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.137897514234135
Path 177 | total_timesteps 1924.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.137878367120244
Path 178 | total_timesteps 1936.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.137303901152297
Path 179 | total_timesteps 1946.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.136729594669628
Path 180 | total_timesteps 1954.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.136294240111035
Path 181 | total_timesteps 1962.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.13585900638357
Path 182 | total_timesteps 1972.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.136117663382823
Path 183 | total_timesteps 1986.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.136514983351832
Path 184 | total_timesteps 2006.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.136357331113885
Path 185 | total_timesteps 2019.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.135783633841886
Path 186 | total_timesteps 2026.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.13548744972958
Path 187 | total_timesteps 2037.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.135745978924016
Path 188 | total_timesteps 2050.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.135865797864966
Path 189 | total_timesteps 2063.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.135846964236208
Path 190 | total_timesteps 2076.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.136521136521136
Path 191 | total_timesteps 2094.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.135809312638582
Path 192 | total_timesteps 2101.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.135374809477621
Path 193 | total_timesteps 2109.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.134801884178442
Path 194 | total_timesteps 2118.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.135060257653414
Path 195 | total_timesteps 2132.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.134903047091413
Path 196 | total_timesteps 2142.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.134607395097632
Path 197 | total_timesteps 2154.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.134034893381335
Path 198 | total_timesteps 2162.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.133600996815728
Path 199 | total_timesteps 2171.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.133028792912514
Path 200 | total_timesteps 2179.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.132179930795848
Path 201 | total_timesteps 2187.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.131608081926377
Path 202 | total_timesteps 2195.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.131866611318666
Path 203 | total_timesteps 2209.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.131848367459877
Path 204 | total_timesteps 2222.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.131830128648499
Path 205 | total_timesteps 2234.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.130982019363762
Path 206 | total_timesteps 2241.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.130272438113677
Path 207 | total_timesteps 2250.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.129977876106194
Path 208 | total_timesteps 2260.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.12926862989078
Path 209 | total_timesteps 2267.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.128974288084047
Path 210 | total_timesteps 2276.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.1286800276434
Path 211 | total_timesteps 2286.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.128524046434494
Path 212 | total_timesteps 2297.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.127953571922067
Path 213 | total_timesteps 2306.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.127521414755458
Path 214 | total_timesteps 2316.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.126674955104296
Path 215 | total_timesteps 2324.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.126519337016575
Path 216 | total_timesteps 2334.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.126225659439305
Path 217 | total_timesteps 2343.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.125793979563657
Path 218 | total_timesteps 2353.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.12522435454922
Path 219 | total_timesteps 2359.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.125069022639426
Path 220 | total_timesteps 2370.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.124223602484472
Path 221 | total_timesteps 2377.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.123792437206735
Path 222 | total_timesteps 2384.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.123499379053401
Path 223 | total_timesteps 2393.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.122654525386313
Path 224 | total_timesteps 2400.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.122085804938612
Path 225 | total_timesteps 2408.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.121793103448276
Path 226 | total_timesteps 2416.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.122190042752724
Path 227 | total_timesteps 2431.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.121897407611693
Path 228 | total_timesteps 2440.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.121604853164207
Path 229 | total_timesteps 2451.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.121312379376896
Path 230 | total_timesteps 2460.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.120744314266023
Path 231 | total_timesteps 2470.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.120038588754134
Path 232 | total_timesteps 2476.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.12071103761885
Path 233 | total_timesteps 2492.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.12028106916506
Path 234 | total_timesteps 2499.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.119988979198236
Path 235 | total_timesteps 2509.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.120110192837465
Path 236 | total_timesteps 2521.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.120369095165955
Path 237 | total_timesteps 2536.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.120214816854862
Path 238 | total_timesteps 2547.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.119785212722016
Path 239 | total_timesteps 2554.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.11976872246696
Path 240 | total_timesteps 2567.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.119614590502408
Path 241 | total_timesteps 2579.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.119185246352876
Path 242 | total_timesteps 2586.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.120269712398514
Path 243 | total_timesteps 2609.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.119427627958173
Path 244 | total_timesteps 2616.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.11913605722933
Path 245 | total_timesteps 2624.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.118844566712518
Path 246 | total_timesteps 2636.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.118003025718608
Path 247 | total_timesteps 2643.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.11908690869087
Path 248 | total_timesteps 2664.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.11934552454283
Path 249 | total_timesteps 2678.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.118916689579324
Path 250 | total_timesteps 2687.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.119450171821306
Path 251 | total_timesteps 2708.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.119296316657504
Path 252 | total_timesteps 2719.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.118592826714305
Path 253 | total_timesteps 2728.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.117889530090684
Path 254 | total_timesteps 2735.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.117461189723864
Path 255 | total_timesteps 2746.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.118269230769231
Path 256 | total_timesteps 2766.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.118252987227029
Path 257 | total_timesteps 2779.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.117962098324636
Path 258 | total_timesteps 2789.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.11808320746945
Path 259 | total_timesteps 2806.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.118066996155958
Path 260 | total_timesteps 2817.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.117364447494852
Path 261 | total_timesteps 2825.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.117211089761186
Path 262 | total_timesteps 2836.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.11678331274873
Path 263 | total_timesteps 2847.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.116218441273325
Path 264 | total_timesteps 2854.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.116888462066127
Path 265 | total_timesteps 2871.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.116323731138547
Path 266 | total_timesteps 2880.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.11644493210808
Path 267 | total_timesteps 2893.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.11615469007131
Path 268 | total_timesteps 2903.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.115727409845057
Path 269 | total_timesteps 2914.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.114888949821772
Path 270 | total_timesteps 2924.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.114599040438657
Path 271 | total_timesteps 2934.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.114172149122806
Path 272 | total_timesteps 2942.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.113745374811566
Path 273 | total_timesteps 2951.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.113455741298987
Path 274 | total_timesteps 2967.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.112481161802986
Path 275 | total_timesteps 2978.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.112876712328767
Path 276 | total_timesteps 2994.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.112450349267224
Path 277 | total_timesteps 3004.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.112571898110106
Path 278 | total_timesteps 3016.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.11200876352184
Path 279 | total_timesteps 3023.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.112130339539979
Path 280 | total_timesteps 3034.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.112251882272416
Path 281 | total_timesteps 3048.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.111825896523406
Path 282 | total_timesteps 3056.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.111536882441495
Path 283 | total_timesteps 3065.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.11111111111111
Path 284 | total_timesteps 3073.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.11041182104255
Path 285 | total_timesteps 3081.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.110259917920656
Path 286 | total_timesteps 3092.
number of affinization with epsilon = 3 is 1
average number of affinization = 9.109150594993844
Path 287 | total_timesteps 3099.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.108588621444202
Path 288 | total_timesteps 3107.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.107890058799399
Path 289 | total_timesteps 3117.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.10719168717528
Path 290 | total_timesteps 3124.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.10663021189337
Path 291 | total_timesteps 3132.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.10593220338983
Path 292 | total_timesteps 3142.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.10564438977723
Path 293 | total_timesteps 3152.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.105220005465974
Path 294 | total_timesteps 3163.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.104795737122558
Path 295 | total_timesteps 3172.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.104644808743169
Path 296 | total_timesteps 3183.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.10394754814916
Path 297 | total_timesteps 3190.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.103387052717837
Path 298 | total_timesteps 3198.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.102826710364605
Path 299 | total_timesteps 3204.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.103631895139268
Path 300 | total_timesteps 3224.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.10334470989761
Path 301 | total_timesteps 3234.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.103057603057604
Path 302 | total_timesteps 3244.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.102770574587144
Path 303 | total_timesteps 3254.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.102620087336245
Path 304 | total_timesteps 3263.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.102606085414108
Path 305 | total_timesteps 3274.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.101909959072305
Path 306 | total_timesteps 3282.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.10135042968217
Path 307 | total_timesteps 3291.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.101472995090017
Path 308 | total_timesteps 3305.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.10091367789445
Path 309 | total_timesteps 3313.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.100218161985275
Path 310 | total_timesteps 3320.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.099659168370826
Path 311 | total_timesteps 3328.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.099236641221374
Path 312 | total_timesteps 3335.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.099495706692108
Path 313 | total_timesteps 3350.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.100027255382939
Path 314 | total_timesteps 3368.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.099741109142935
Path 315 | total_timesteps 3378.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.099591280653952
Path 316 | total_timesteps 3389.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.099032829314806
Path 317 | total_timesteps 3398.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.098883138109507
Path 318 | total_timesteps 3408.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.099278224159063
Path 319 | total_timesteps 3428.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.0984477124183
Path 320 | total_timesteps 3434.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.098434309053777
Path 321 | total_timesteps 3444.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.098965423359651
Path 322 | total_timesteps 3459.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.098679733224445
Path 323 | total_timesteps 3470.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.098938486663037
Path 324 | total_timesteps 3488.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.098925023812763
Path 325 | total_timesteps 3500.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.099047619047619
Path 326 | total_timesteps 3514.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.09862603727384
Path 327 | total_timesteps 3525.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.098068552774755
Path 328 | total_timesteps 3534.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.098191214470285
Path 329 | total_timesteps 3546.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.097225999456079
Path 330 | total_timesteps 3553.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.097076818490823
Path 331 | total_timesteps 3567.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.096383904295813
Path 332 | total_timesteps 3575.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.096642653255403
Path 333 | total_timesteps 3588.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.096493612394672
Path 334 | total_timesteps 3598.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.095665171898355
Path 335 | total_timesteps 3604.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.095380434782609
Path 336 | total_timesteps 3615.
number of affinization with epsilon = 3 is 1
average number of affinization = 9.094280668387448
Path 337 | total_timesteps 3623.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.094403694648193
Path 338 | total_timesteps 3635.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.094119244873013
Path 339 | total_timesteps 3646.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.094242259641499
Path 340 | total_timesteps 3661.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.094093686354379
Path 341 | total_timesteps 3672.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.093809394515342
Path 342 | total_timesteps 3680.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.093117958463418
Path 343 | total_timesteps 3686.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.092698154180239
Path 344 | total_timesteps 3693.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.092685574704845
Path 345 | total_timesteps 3705.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.092265943012212
Path 346 | total_timesteps 3714.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.091303757970424
Path 347 | total_timesteps 3721.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.091291372761802
Path 348 | total_timesteps 3734.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.090600840906008
Path 349 | total_timesteps 3742.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.090995389205316
Path 350 | total_timesteps 3758.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.09057627118644
Path 351 | total_timesteps 3768.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.091648590021691
Path 352 | total_timesteps 3791.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.091500610004067
Path 353 | total_timesteps 3802.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.091894822445107
Path 354 | total_timesteps 3821.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.091204770294079
Path 355 | total_timesteps 3828.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.090379403794039
Path 356 | total_timesteps 3834.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.089554260940252
Path 357 | total_timesteps 3841.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.089677594147927
Path 358 | total_timesteps 3855.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.089394555058918
Path 359 | total_timesteps 3866.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.089517876489708
Path 360 | total_timesteps 3879.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.08909952606635
Path 361 | total_timesteps 3892.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.08841050636339
Path 362 | total_timesteps 3904.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.088669283877081
Path 363 | total_timesteps 3918.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.088251218191662
Path 364 | total_timesteps 3929.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087833265665179
Path 365 | total_timesteps 3940.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.087280108254397
Path 366 | total_timesteps 3948.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.08672710052767
Path 367 | total_timesteps 3957.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.086985930735931
Path 368 | total_timesteps 3972.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.086568375490328
Path 369 | total_timesteps 3980.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.086691912361374
Path 370 | total_timesteps 3993.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.086409736308317
Path 371 | total_timesteps 4003.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.086127636560303
Path 372 | total_timesteps 4012.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.085710423144517
Path 373 | total_timesteps 4022.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.08623952419573
Path 374 | total_timesteps 4039.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.086227868630896
Path 375 | total_timesteps 4051.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.086891891891892
Path 376 | total_timesteps 4069.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.08633968382651
Path 377 | total_timesteps 4078.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.086057822210213
Path 378 | total_timesteps 4088.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.085776036741862
Path 379 | total_timesteps 4100.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.08535926526202
Path 380 | total_timesteps 4109.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.084942606347063
Path 381 | total_timesteps 4118.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.08479611126114
Path 382 | total_timesteps 4133.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.085324692858107
Path 383 | total_timesteps 4149.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.084908207343412
Path 384 | total_timesteps 4157.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.084896747199352
Path 385 | total_timesteps 4171.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.084885290148447
Path 386 | total_timesteps 4181.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.084334097962488
Path 387 | total_timesteps 4189.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.084187803561791
Path 388 | total_timesteps 4201.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.083367057871307
Path 389 | total_timesteps 4208.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.08254653358511
Path 390 | total_timesteps 4215.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.082130815913688
Path 391 | total_timesteps 4223.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.081715210355988
Path 392 | total_timesteps 4230.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.081299716866658
Path 393 | total_timesteps 4241.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.081558371528715
Path 394 | total_timesteps 4260.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.083434425124679
Path 395 | total_timesteps 4287.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.082884097035041
Path 396 | total_timesteps 4295.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.082468669990567
Path 397 | total_timesteps 4306.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.08164915117219
Path 398 | total_timesteps 4312.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.0808298531591
Path 399 | total_timesteps 4319.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.080414870689655
Path 400 | total_timesteps 4327.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.08
Path 401 | total_timesteps 4335.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.079854565041746
Path 402 | total_timesteps 4344.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.079305237646425
Path 403 | total_timesteps 4352.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.079294561120086
Path 404 | total_timesteps 4368.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.079822317943195
Path 405 | total_timesteps 4383.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.079407806191117
Path 406 | total_timesteps 4391.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.079262548782129
Path 407 | total_timesteps 4402.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.078713670613563
Path 408 | total_timesteps 4409.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.078299475312795
Path 409 | total_timesteps 4417.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.078961528114071
Path 410 | total_timesteps 4434.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.07895090786819
Path 411 | total_timesteps 4446.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.079881656804734
Path 412 | total_timesteps 4463.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.080274304154901
Path 413 | total_timesteps 4478.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.079994622210272
Path 414 | total_timesteps 4487.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.07984944212932
Path 415 | total_timesteps 4497.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.079569892473119
Path 416 | total_timesteps 4505.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.079424808493481
Path 417 | total_timesteps 4518.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.079682880945983
Path 418 | total_timesteps 4533.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.07980652962515
Path 419 | total_timesteps 4547.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.08006448146158
Path 420 | total_timesteps 4562.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.079785090664876
Path 421 | total_timesteps 4571.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.079237174321783
Path 422 | total_timesteps 4580.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.079226534174836
Path 423 | total_timesteps 4592.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.079618689581096
Path 424 | total_timesteps 4608.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.080144985904148
Path 425 | total_timesteps 4625.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.080402684563758
Path 426 | total_timesteps 4639.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.07998926318615
Path 427 | total_timesteps 4650.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.079844337090714
Path 428 | total_timesteps 4662.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.07929692741178
Path 429 | total_timesteps 4670.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.079152133082909
Path 430 | total_timesteps 4679.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.079275653923542
Path 431 | total_timesteps 4691.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.07899678111588
Path 432 | total_timesteps 4699.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.079254391846588
Path 433 | total_timesteps 4711.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.07857334406007
Path 434 | total_timesteps 4719.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.078160611342003
Path 435 | total_timesteps 4729.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.077613941018766
Path 436 | total_timesteps 4737.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.077603538399678
Path 437 | total_timesteps 4748.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.077191101581345
Path 438 | total_timesteps 4759.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.076778775291437
Path 439 | total_timesteps 4767.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.07636655948553
Path 440 | total_timesteps 4775.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.075820495646349
Path 441 | total_timesteps 4784.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.075676399678542
Path 442 | total_timesteps 4794.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.075398419713405
Path 443 | total_timesteps 4803.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.075120514193895
Path 444 | total_timesteps 4817.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.074574909626456
Path 445 | total_timesteps 4824.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.074163319946452
Path 446 | total_timesteps 4834.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.073617989559631
Path 447 | total_timesteps 4841.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.072805139186295
Path 448 | total_timesteps 4848.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.07226013649137
Path 449 | total_timesteps 4855.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.071581482472572
Path 450 | total_timesteps 4864.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.071438127090302
Path 451 | total_timesteps 4874.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.07075976457999
Path 452 | total_timesteps 4882.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.070215327002808
Path 453 | total_timesteps 4891.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.06926985825087
Path 454 | total_timesteps 4898.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.070463965770825
Path 455 | total_timesteps 4919.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.07005347593583
Path 456 | total_timesteps 4931.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.069643095842801
Path 457 | total_timesteps 4940.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.06909917134456
Path 458 | total_timesteps 4948.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.06882266470667
Path 459 | total_timesteps 4956.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.068679850347408
Path 460 | total_timesteps 4967.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.069205076820307
Path 461 | total_timesteps 4983.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.069462997595512
Path 462 | total_timesteps 4995.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.069053025243756
Path 463 | total_timesteps 5006.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.069444444444445
Path 464 | total_timesteps 5021.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.069301642408867
Path 465 | total_timesteps 5032.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.069425901201603
Path 466 | total_timesteps 5044.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.069416633293285
Path 467 | total_timesteps 5057.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.068873465029364
Path 468 | total_timesteps 5064.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.068597357533697
Path 469 | total_timesteps 5075.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.068187883640245
Path 470 | total_timesteps 5083.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.067511674449634
Path 471 | total_timesteps 5092.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.06803628601921
Path 472 | total_timesteps 5106.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.067893824196345
Path 473 | total_timesteps 5119.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.06761803147506
Path 474 | total_timesteps 5128.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.06747566342179
Path 475 | total_timesteps 5141.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.067333333333334
Path 476 | total_timesteps 5156.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.066924410078656
Path 477 | total_timesteps 5165.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.067315382564649
Path 478 | total_timesteps 5180.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.068106090896974
Path 479 | total_timesteps 5197.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.068097014925373
Path 480 | total_timesteps 5210.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.067554963357761
Path 481 | total_timesteps 5218.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.06701305622169
Path 482 | total_timesteps 5226.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.067004129479153
Path 483 | total_timesteps 5237.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.066462440063932
Path 484 | total_timesteps 5247.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.067385803702225
Path 485 | total_timesteps 5269.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.06750998668442
Path 486 | total_timesteps 5282.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.068299826920516
Path 487 | total_timesteps 5301.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.067625133120341
Path 488 | total_timesteps 5310.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.066950618927192
Path 489 | total_timesteps 5317.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.066409369177535
Path 490 | total_timesteps 5325.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.06626746506986
Path 491 | total_timesteps 5334.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.066125598722724
Path 492 | total_timesteps 5343.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.065584674737263
Path 493 | total_timesteps 5352.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.065043894652833
Path 494 | total_timesteps 5361.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.065168240457508
Path 495 | total_timesteps 5372.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.064627659574468
Path 496 | total_timesteps 5381.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.06515091078314
Path 497 | total_timesteps 5400.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.065142249401754
Path 498 | total_timesteps 5412.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.064734813239399
Path 499 | total_timesteps 5422.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.064992025518341
Path 500 | total_timesteps 5438.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.064451827242525
Path 501 | total_timesteps 5445.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.064709008769599
Path 502 | total_timesteps 5458.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.065098977016076
Path 503 | total_timesteps 5474.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.0644261424017
Path 504 | total_timesteps 5482.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.06468322486386
Path 505 | total_timesteps 5496.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.06480743691899
Path 506 | total_timesteps 5508.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.064134909042624
Path 507 | total_timesteps 5514.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.063595326606478
Path 508 | total_timesteps 5521.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.063055887428646
Path 509 | total_timesteps 5530.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.062383859835412
Path 510 | total_timesteps 5539.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.061977438619774
Path 511 | total_timesteps 5549.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.061969214437367
Path 512 | total_timesteps 5561.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.061695634867984
Path 513 | total_timesteps 5572.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.061156805518705
Path 514 | total_timesteps 5580.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.061811911394084
Path 515 | total_timesteps 5602.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.061140583554376
Path 516 | total_timesteps 5609.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.061132475798965
Path 517 | total_timesteps 5621.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.060594006894723
Path 518 | total_timesteps 5629.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.059923107516903
Path 519 | total_timesteps 5638.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.059650053022269
Path 520 | total_timesteps 5648.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.059642147117296
Path 521 | total_timesteps 5660.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.060694407633184
Path 522 | total_timesteps 5679.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.060818868424539
Path 523 | total_timesteps 5691.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.060413354531002
Path 524 | total_timesteps 5701.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.059875480196052
Path 525 | total_timesteps 5709.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.059470198675497
Path 526 | total_timesteps 5716.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.059197457290425
Path 527 | total_timesteps 5726.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.059322033898304
Path 528 | total_timesteps 5739.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.059181782073349
Path 529 | total_timesteps 5751.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.058512046597828
Path 530 | total_timesteps 5758.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.058107213765718
Path 531 | total_timesteps 5766.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.057570142932768
Path 532 | total_timesteps 5774.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.057562524811432
Path 533 | total_timesteps 5789.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.057025668166181
Path 534 | total_timesteps 5798.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.056488953565287
Path 535 | total_timesteps 5812.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.056613756613757
Path 536 | total_timesteps 5824.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.05607723846052
Path 537 | total_timesteps 5831.
number of affinization with epsilon = 3 is 1
average number of affinization = 9.05501190161333
Path 538 | total_timesteps 5837.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.054740182467276
Path 539 | total_timesteps 5847.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.054865150713908
Path 540 | total_timesteps 5858.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.05459352280238
Path 541 | total_timesteps 5868.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.054189796457838
Path 542 | total_timesteps 5877.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.054446940663407
Path 543 | total_timesteps 5891.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.05470401691332
Path 544 | total_timesteps 5904.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.053771964592416
Path 545 | total_timesteps 5910.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.053632760898283
Path 546 | total_timesteps 5922.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.053625676925108
Path 547 | total_timesteps 5939.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.053354463814053
Path 548 | total_timesteps 5950.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.052951274263831
Path 549 | total_timesteps 5959.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.05268022181146
Path 550 | total_timesteps 5971.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.052013201320133
Path 551 | total_timesteps 5979.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.051346356916579
Path 552 | total_timesteps 5988.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.050679688531082
Path 553 | total_timesteps 5995.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.050145157033517
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.48    |
| Iteration     | 15       |
| MaximumReturn | 2.1      |
| MinimumReturn | -17.7    |
| TotalSamples  | 68069    |
----------------------------
itr #16 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.013361738994717598
Validation loss = 0.013018154539167881
Validation loss = 0.013021647930145264
Validation loss = 0.012373545207083225
Validation loss = 0.012750106863677502
Validation loss = 0.012859067879617214
Validation loss = 0.012210159562528133
Validation loss = 0.01210784912109375
Validation loss = 0.012250421568751335
Validation loss = 0.012217562645673752
Validation loss = 0.012657010927796364
Validation loss = 0.012576607055962086
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.013789786025881767
Validation loss = 0.012386217713356018
Validation loss = 0.012205036357045174
Validation loss = 0.012186599895358086
Validation loss = 0.012700633145868778
Validation loss = 0.012076818384230137
Validation loss = 0.012485428713262081
Validation loss = 0.012269164435565472
Validation loss = 0.0121543537825346
Validation loss = 0.012239567004144192
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.049610766591899
Path 1 | total_timesteps 8.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.049076517150397
Path 2 | total_timesteps 15.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.048806226091545
Path 3 | total_timesteps 25.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.048404115009232
Path 4 | total_timesteps 32.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.048529605696954
Path 5 | total_timesteps 45.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.047995780590718
Path 6 | total_timesteps 53.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.047857613711273
Path 7 | total_timesteps 63.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.047851305035591
Path 8 | total_timesteps 73.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.0479768024252
Path 9 | total_timesteps 85.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.047443331576172
Path 10 | total_timesteps 94.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.047437079984187
Path 11 | total_timesteps 104.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.04729907773386
Path 12 | total_timesteps 115.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.047161111842971
Path 13 | total_timesteps 125.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.047418335089567
Path 14 | total_timesteps 138.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.047280389832741
Path 15 | total_timesteps 148.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.047405846721096
Path 16 | total_timesteps 160.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.047399605003292
Path 17 | total_timesteps 175.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.046866771985256
Path 18 | total_timesteps 183.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.046070817427932
Path 19 | total_timesteps 190.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.045406685969992
Path 20 | total_timesteps 198.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.044874325569154
Path 21 | total_timesteps 208.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.044342105263159
Path 22 | total_timesteps 219.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.043941586633338
Path 23 | total_timesteps 227.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.043409629044989
Path 24 | total_timesteps 234.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.043009338419045
Path 25 | total_timesteps 245.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.04366123093109
Path 26 | total_timesteps 263.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.044575936883628
Path 27 | total_timesteps 284.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.04522745201157
Path 28 | total_timesteps 301.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.045352964374917
Path 29 | total_timesteps 315.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.044952681388013
Path 30 | total_timesteps 325.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.04428965698515
Path 31 | total_timesteps 334.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.044021024967149
Path 32 | total_timesteps 342.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.043752463539613
Path 33 | total_timesteps 350.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.044403573305308
Path 34 | total_timesteps 367.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.04426638644424
Path 35 | total_timesteps 377.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.044523246650906
Path 36 | total_timesteps 389.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.044123440577806
Path 37 | total_timesteps 398.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.043723739495798
Path 38 | total_timesteps 406.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.043586713929368
Path 39 | total_timesteps 415.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.04292465213967
Path 40 | total_timesteps 422.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.042525265782912
Path 41 | total_timesteps 430.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.043044619422572
Path 42 | total_timesteps 446.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.042776538512006
Path 43 | total_timesteps 459.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.042639727105746
Path 44 | total_timesteps 470.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.043158861340679
Path 45 | total_timesteps 485.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.042890870933894
Path 46 | total_timesteps 496.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.042491803278688
Path 47 | total_timesteps 505.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.042223970626804
Path 48 | total_timesteps 515.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.042611773960928
Path 49 | total_timesteps 528.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.042212899842685
Path 50 | total_timesteps 537.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.042862760519071
Path 51 | total_timesteps 553.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.042201834862386
Path 52 | total_timesteps 560.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.041934215699122
Path 53 | total_timesteps 570.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.04140461215933
Path 54 | total_timesteps 578.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.042316258351892
Path 55 | total_timesteps 598.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.041524757663087
Path 56 | total_timesteps 607.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.041257367387033
Path 57 | total_timesteps 616.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.040728129910947
Path 58 | total_timesteps 624.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.041246562786435
Path 59 | total_timesteps 639.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.041372086933752
Path 60 | total_timesteps 656.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.040843042283022
Path 61 | total_timesteps 664.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.040445026178011
Path 62 | total_timesteps 674.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.04057060594163
Path 63 | total_timesteps 687.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.040172729651923
Path 64 | total_timesteps 694.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.039644118801517
Path 65 | total_timesteps 702.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.040162218733647
Path 66 | total_timesteps 721.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.040680183126227
Path 67 | total_timesteps 737.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.040413287993722
Path 68 | total_timesteps 750.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.039884922191709
Path 69 | total_timesteps 758.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.039487447698745
Path 70 | total_timesteps 772.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.039482285266049
Path 71 | total_timesteps 785.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.04078431372549
Path 72 | total_timesteps 809.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.040386877532349
Path 73 | total_timesteps 817.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.039728175640356
Path 74 | total_timesteps 827.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.039330981314517
Path 75 | total_timesteps 835.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.039325842696629
Path 76 | total_timesteps 846.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.038536903984324
Path 77 | total_timesteps 852.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.038009404388715
Path 78 | total_timesteps 860.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.038657437638761
Path 79 | total_timesteps 877.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.038260642465396
Path 80 | total_timesteps 887.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.039169604386995
Path 81 | total_timesteps 906.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.038772845953003
Path 82 | total_timesteps 917.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.039812034982377
Path 83 | total_timesteps 938.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.039545810493344
Path 84 | total_timesteps 946.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.039279655487407
Path 85 | total_timesteps 955.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.03875260960334
Path 86 | total_timesteps 963.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.038617090671885
Path 87 | total_timesteps 973.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.038220714844769
Path 88 | total_timesteps 980.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.037824442415546
Path 89 | total_timesteps 988.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.03716744913928
Path 90 | total_timesteps 997.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.036641022297562
Path 91 | total_timesteps 1003.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.036636245110822
Path 92 | total_timesteps 1015.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.03597966366836
Path 93 | total_timesteps 1023.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.035974973931179
Path 94 | total_timesteps 1033.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.035970285416395
Path 95 | total_timesteps 1046.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.035835287985405
Path 96 | total_timesteps 1057.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.03557003257329
Path 97 | total_timesteps 1071.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.035956227201668
Path 98 | total_timesteps 1085.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.035169988276671
Path 99 | total_timesteps 1091.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.035425892159417
Path 100 | total_timesteps 1105.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.03490037765334
Path 101 | total_timesteps 1114.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.034505208333334
Path 102 | total_timesteps 1122.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.034500716052598
Path 103 | total_timesteps 1134.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.033845352772715
Path 104 | total_timesteps 1143.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.033580632565403
Path 105 | total_timesteps 1152.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.033576262363352
Path 106 | total_timesteps 1164.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.033181522446323
Path 107 | total_timesteps 1174.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.03304709862087
Path 108 | total_timesteps 1184.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.032782620007806
Path 109 | total_timesteps 1195.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.032127991675338
Path 110 | total_timesteps 1203.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.031863701391599
Path 111 | total_timesteps 1212.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.031989596879063
Path 112 | total_timesteps 1224.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.031465349109348
Path 113 | total_timesteps 1232.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.031461258450339
Path 114 | total_timesteps 1244.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.030937215650592
Path 115 | total_timesteps 1253.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.030933194697166
Path 116 | total_timesteps 1267.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.030669265756986
Path 117 | total_timesteps 1275.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.030795218295218
Path 118 | total_timesteps 1288.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.03144082109913
Path 119 | total_timesteps 1307.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.030917121330216
Path 120 | total_timesteps 1315.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.030263670606573
Path 121 | total_timesteps 1324.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.03051948051948
Path 122 | total_timesteps 1336.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.030255810933644
Path 123 | total_timesteps 1346.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.030122046221761
Path 124 | total_timesteps 1357.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.029339218486305
Path 125 | total_timesteps 1363.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.029205607476635
Path 126 | total_timesteps 1373.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.029591174561972
Path 127 | total_timesteps 1387.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.02958733454451
Path 128 | total_timesteps 1402.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.029064486830155
Path 129 | total_timesteps 1409.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.028801245459263
Path 130 | total_timesteps 1419.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.028148916850435
Path 131 | total_timesteps 1427.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.028145265888456
Path 132 | total_timesteps 1441.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.027622876410323
Path 133 | total_timesteps 1448.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.027359958506224
Path 134 | total_timesteps 1458.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.027097108777388
Path 135 | total_timesteps 1468.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.026834327197303
Path 136 | total_timesteps 1477.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.02644199611147
Path 137 | total_timesteps 1486.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.026568170036288
Path 138 | total_timesteps 1498.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.026694311260853
Path 139 | total_timesteps 1510.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.026172583570874
Path 140 | total_timesteps 1518.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.027076046119964
Path 141 | total_timesteps 1536.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.026424870466322
Path 142 | total_timesteps 1544.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.02590338039114
Path 143 | total_timesteps 1553.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.025382025382026
Path 144 | total_timesteps 1561.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.02473132202512
Path 145 | total_timesteps 1569.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.024210253754532
Path 146 | total_timesteps 1578.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.024207119741101
Path 147 | total_timesteps 1591.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.023686254206575
Path 148 | total_timesteps 1598.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.023424356153747
Path 149 | total_timesteps 1608.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.023680124223603
Path 150 | total_timesteps 1622.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.023547677577954
Path 151 | total_timesteps 1633.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.022897800776196
Path 152 | total_timesteps 1640.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.023541585823308
Path 153 | total_timesteps 1656.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.023926539058458
Path 154 | total_timesteps 1674.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.023276865382128
Path 155 | total_timesteps 1683.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.023015257305405
Path 156 | total_timesteps 1695.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.022753716871364
Path 157 | total_timesteps 1704.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.022621509824198
Path 158 | total_timesteps 1714.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.022101589763475
Path 159 | total_timesteps 1725.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.022744895321788
Path 160 | total_timesteps 1742.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.022354309342292
Path 161 | total_timesteps 1750.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.021834625322997
Path 162 | total_timesteps 1757.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.02118589329544
Path 163 | total_timesteps 1764.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.020924825626453
Path 164 | total_timesteps 1772.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.021697016660209
Path 165 | total_timesteps 1789.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.021435950413224
Path 166 | total_timesteps 1798.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.02130406714009
Path 167 | total_timesteps 1810.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.021172217918926
Path 168 | total_timesteps 1821.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.021685813863431
Path 169 | total_timesteps 1841.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.021812080536913
Path 170 | total_timesteps 1853.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.021680216802167
Path 171 | total_timesteps 1862.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.021161290322581
Path 172 | total_timesteps 1871.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.020900528964004
Path 173 | total_timesteps 1880.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.02076883384933
Path 174 | total_timesteps 1891.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.020250225719076
Path 175 | total_timesteps 1899.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.02024761413464
Path 176 | total_timesteps 1912.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.01960025789813
Path 177 | total_timesteps 1920.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.020242392986075
Path 178 | total_timesteps 1939.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.019724120149542
Path 179 | total_timesteps 1946.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.021010569734468
Path 180 | total_timesteps 1971.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.020492331486016
Path 181 | total_timesteps 1979.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.019845360824743
Path 182 | total_timesteps 1986.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.01932740626208
Path 183 | total_timesteps 1994.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.020226745684102
Path 184 | total_timesteps 2014.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.01945124307613
Path 185 | total_timesteps 2021.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.019319938176197
Path 186 | total_timesteps 2034.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.018673535093368
Path 187 | total_timesteps 2041.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.019314962657738
Path 188 | total_timesteps 2058.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.019956225054719
Path 189 | total_timesteps 2075.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.019696189495365
Path 190 | total_timesteps 2085.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.019436220877848
Path 191 | total_timesteps 2096.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.018532818532819
Path 192 | total_timesteps 2103.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.018144382962296
Path 193 | total_timesteps 2110.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.018914050437468
Path 194 | total_timesteps 2129.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.019812170333205
Path 195 | total_timesteps 2148.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.019552354000515
Path 196 | total_timesteps 2157.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.018906752411576
Path 197 | total_timesteps 2166.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.018389917695472
Path 198 | total_timesteps 2174.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.019030474476018
Path 199 | total_timesteps 2191.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.018256621239393
Path 200 | total_timesteps 2197.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.017868620645327
Path 201 | total_timesteps 2205.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.017480719794344
Path 202 | total_timesteps 2212.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.01709291864799
Path 203 | total_timesteps 2222.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.017090722179388
Path 204 | total_timesteps 2233.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.016831555955287
Path 205 | total_timesteps 2247.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.016829393627955
Path 206 | total_timesteps 2260.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.016184971098266
Path 207 | total_timesteps 2269.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.016825070639609
Path 208 | total_timesteps 2289.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.016951329138307
Path 209 | total_timesteps 2300.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.016563944530047
Path 210 | total_timesteps 2308.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.016305045577097
Path 211 | total_timesteps 2319.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.01553273427471
Path 212 | total_timesteps 2326.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.015915800282377
Path 213 | total_timesteps 2345.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.015528747433265
Path 214 | total_timesteps 2354.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.015911715642243
Path 215 | total_timesteps 2368.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.015524762637927
Path 216 | total_timesteps 2376.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.01565105837075
Path 217 | total_timesteps 2389.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.015520779887122
Path 218 | total_timesteps 2399.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.015005771450557
Path 219 | total_timesteps 2408.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.0147473711208
Path 220 | total_timesteps 2417.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.014745480189768
Path 221 | total_timesteps 2430.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.01551282051282
Path 222 | total_timesteps 2447.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.015895398025894
Path 223 | total_timesteps 2464.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.01538067162266
Path 224 | total_timesteps 2471.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.01525054466231
Path 225 | total_timesteps 2481.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.015120451050743
Path 226 | total_timesteps 2493.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.014990390775145
Path 227 | total_timesteps 2504.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.014732257238022
Path 228 | total_timesteps 2514.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.014602280005123
Path 229 | total_timesteps 2527.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.014088114754099
Path 230 | total_timesteps 2535.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.01498271225509
Path 231 | total_timesteps 2553.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.01472471190781
Path 232 | total_timesteps 2565.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.014466777621303
Path 233 | total_timesteps 2575.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.014080901177675
Path 234 | total_timesteps 2583.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.013311148086522
Path 235 | total_timesteps 2593.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.012925518300486
Path 236 | total_timesteps 2601.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.012667946257197
Path 237 | total_timesteps 2612.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.013689866939611
Path 238 | total_timesteps 2631.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.013176410387617
Path 239 | total_timesteps 2640.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.013174724993604
Path 240 | total_timesteps 2651.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.012405678475508
Path 241 | total_timesteps 2659.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.012148337595908
Path 242 | total_timesteps 2668.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.012274645186038
Path 243 | total_timesteps 2684.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.011506008693429
Path 244 | total_timesteps 2692.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.011504537901061
Path 245 | total_timesteps 2702.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.0109918200409
Path 246 | total_timesteps 2712.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.010862619808307
Path 247 | total_timesteps 2722.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.010733452593918
Path 248 | total_timesteps 2733.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.010604318385077
Path 249 | total_timesteps 2742.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.01021972406745
Path 250 | total_timesteps 2752.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.009962958232213
Path 251 | total_timesteps 2760.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.010344827586207
Path 252 | total_timesteps 2778.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.010088111352317
Path 253 | total_timesteps 2786.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.01008682328907
Path 254 | total_timesteps 2797.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.010340865568748
Path 255 | total_timesteps 2814.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.009828950727597
Path 256 | total_timesteps 2822.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.009189534141672
Path 257 | total_timesteps 2830.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.008933129147524
Path 258 | total_timesteps 2839.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.008421589894093
Path 259 | total_timesteps 2849.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.007782597601429
Path 260 | total_timesteps 2858.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.007909172088276
Path 261 | total_timesteps 2871.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.007397959183674
Path 262 | total_timesteps 2882.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.006759341920674
Path 263 | total_timesteps 2888.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.006758479979597
Path 264 | total_timesteps 2899.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.00650261379574
Path 265 | total_timesteps 2909.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.006246812850586
Path 266 | total_timesteps 2918.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.005736137667304
Path 267 | total_timesteps 2926.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.0057354065766
Path 268 | total_timesteps 2938.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.00560723843507
Path 269 | total_timesteps 2949.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.005479102956167
Path 270 | total_timesteps 2958.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.005223595362466
Path 271 | total_timesteps 2969.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.004968152866242
Path 272 | total_timesteps 2979.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.004840147751878
Path 273 | total_timesteps 2990.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.004330106979113
Path 274 | total_timesteps 2997.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.0038201961034
Path 275 | total_timesteps 3004.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.004074357015533
Path 276 | total_timesteps 3020.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.003691915977084
Path 277 | total_timesteps 3030.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.003564154786151
Path 278 | total_timesteps 3041.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.003181876034109
Path 279 | total_timesteps 3050.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.002926953423263
Path 280 | total_timesteps 3063.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.002926580989948
Path 281 | total_timesteps 3075.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.002544529262087
Path 282 | total_timesteps 3084.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.002925836407583
Path 283 | total_timesteps 3101.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.002925464258459
Path 284 | total_timesteps 3113.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.002543558438255
Path 285 | total_timesteps 3121.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.002288911495421
Path 286 | total_timesteps 3132.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.002034329307056
Path 287 | total_timesteps 3141.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.001525553012968
Path 288 | total_timesteps 3148.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.001398245837041
Path 289 | total_timesteps 3158.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.001143873919675
Path 290 | total_timesteps 3167.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.002160376159614
Path 291 | total_timesteps 3190.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.001905972045744
Path 292 | total_timesteps 3201.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.002159827213823
Path 293 | total_timesteps 3214.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.001905487804878
Path 294 | total_timesteps 3223.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.002159278546932
Path 295 | total_timesteps 3239.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.001524003048006
Path 296 | total_timesteps 3246.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.001396825396826
Path 297 | total_timesteps 3255.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.000761808024377
Path 298 | total_timesteps 3262.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.000634759426177
Path 299 | total_timesteps 3272.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.000380807311501
Path 300 | total_timesteps 3282.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.000253839319711
Path 301 | total_timesteps 3292.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.999619289340101
Path 302 | total_timesteps 3299.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.999365562745844
Path 303 | total_timesteps 3308.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.99898502918041
Path 304 | total_timesteps 3316.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.998604592160346
Path 305 | total_timesteps 3326.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.998604769152715
Path 306 | total_timesteps 3338.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.99860494610019
Path 307 | total_timesteps 3348.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.997971088004057
Path 308 | total_timesteps 3354.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.99771776340814
Path 309 | total_timesteps 3363.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.997591277890466
Path 310 | total_timesteps 3372.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.997211306883
Path 311 | total_timesteps 3382.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.997338403041825
Path 312 | total_timesteps 3397.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.997085287035864
Path 313 | total_timesteps 3408.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.99657881398885
Path 314 | total_timesteps 3419.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.996072469276575
Path 315 | total_timesteps 3427.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.996706359260198
Path 316 | total_timesteps 3447.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.996706776440785
Path 317 | total_timesteps 3457.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.996707193515704
Path 318 | total_timesteps 3470.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.997467392680765
Path 319 | total_timesteps 3489.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.997594327677893
Path 320 | total_timesteps 3502.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.998480820357008
Path 321 | total_timesteps 3522.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.998481012658228
Path 322 | total_timesteps 3534.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.99911403619795
Path 323 | total_timesteps 3551.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.9986079473551
Path 324 | total_timesteps 3560.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.99822852081488
Path 325 | total_timesteps 3572.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.9978491902834
Path 326 | total_timesteps 3584.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.997722960151803
Path 327 | total_timesteps 3596.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.99772324816595
Path 328 | total_timesteps 3609.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.997597065890982
Path 329 | total_timesteps 3621.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.997218007081436
Path 330 | total_timesteps 3629.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.997218358831711
Path 331 | total_timesteps 3640.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.998230088495575
Path 332 | total_timesteps 3663.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.997851093414234
Path 333 | total_timesteps 3672.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.997093023255815
Path 334 | total_timesteps 3678.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.996461519019336
Path 335 | total_timesteps 3685.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.996335607783674
Path 336 | total_timesteps 3696.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.995830701200253
Path 337 | total_timesteps 3706.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.995831227892875
Path 338 | total_timesteps 3719.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.995705443981306
Path 339 | total_timesteps 3730.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.995074513766102
Path 340 | total_timesteps 3738.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.994317464326304
Path 341 | total_timesteps 3745.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.99419191919192
Path 342 | total_timesteps 3756.
number of affinization with epsilon = 3 is 1
average number of affinization = 8.993182678954678
Path 343 | total_timesteps 3763.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.992804847260793
Path 344 | total_timesteps 3773.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.993184399848543
Path 345 | total_timesteps 3787.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.992806663301362
Path 346 | total_timesteps 3796.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.99230283911672
Path 347 | total_timesteps 3805.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.991546807973757
Path 348 | total_timesteps 3811.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.991043269837265
Path 349 | total_timesteps 3820.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.991422805247225
Path 350 | total_timesteps 3834.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.991550006305966
Path 351 | total_timesteps 3847.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.991551071878941
Path 352 | total_timesteps 3858.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.991047787164293
Path 353 | total_timesteps 3866.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.99054462934947
Path 354 | total_timesteps 3875.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.990419765536368
Path 355 | total_timesteps 3889.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.989664734055962
Path 356 | total_timesteps 3895.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.989540012602394
Path 357 | total_timesteps 3907.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.989163306451612
Path 358 | total_timesteps 3917.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.988660703036413
Path 359 | total_timesteps 3927.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.98891408415218
Path 360 | total_timesteps 3940.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.988789520090691
Path 361 | total_timesteps 3953.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.98904282115869
Path 362 | total_timesteps 3968.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.989044200982244
Path 363 | total_timesteps 3979.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.988541928985143
Path 364 | total_timesteps 3988.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.988291577489614
Path 365 | total_timesteps 3999.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.988293051359516
Path 366 | total_timesteps 4011.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.987916928886092
Path 367 | total_timesteps 4019.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.987415051598289
Path 368 | total_timesteps 4028.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.98666163332075
Path 369 | total_timesteps 4036.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.986914947156517
Path 370 | total_timesteps 4048.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.98653918731916
Path 371 | total_timesteps 4057.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.985911949685535
Path 372 | total_timesteps 4065.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.98591372154446
Path 373 | total_timesteps 4076.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.98604124748491
Path 374 | total_timesteps 4088.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.985540047780711
Path 375 | total_timesteps 4095.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.985038974101082
Path 376 | total_timesteps 4102.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.984538026398491
Path 377 | total_timesteps 4110.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.98466566113625
Path 378 | total_timesteps 4125.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.984164886263667
Path 379 | total_timesteps 4133.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.984041216386027
Path 380 | total_timesteps 4143.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.983917577585125
Path 381 | total_timesteps 4153.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.9856783919598
Path 382 | total_timesteps 4180.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.98530335385002
Path 383 | total_timesteps 4189.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.985556392866114
Path 384 | total_timesteps 4203.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.986186110762276
Path 385 | total_timesteps 4219.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.985811150175792
Path 386 | total_timesteps 4231.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.985185185185186
Path 387 | total_timesteps 4239.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.985187044941
Path 388 | total_timesteps 4249.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.984812350947658
Path 389 | total_timesteps 4259.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.98468875502008
Path 390 | total_timesteps 4268.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.98418873133392
Path 391 | total_timesteps 4275.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.983939774153074
Path 392 | total_timesteps 4284.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.983565424664409
Path 393 | total_timesteps 4293.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.983191169091821
Path 394 | total_timesteps 4301.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.984322087043772
Path 395 | total_timesteps 4325.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.98444946074743
Path 396 | total_timesteps 4337.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.983949843260188
Path 397 | total_timesteps 4346.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.9839518555667
Path 398 | total_timesteps 4358.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.983577786135138
Path 399 | total_timesteps 4367.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.98445725745801
Path 400 | total_timesteps 4387.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.984333876425618
Path 401 | total_timesteps 4399.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.98483709273183
Path 402 | total_timesteps 4418.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.98571607567974
Path 403 | total_timesteps 4438.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.984966173891255
Path 404 | total_timesteps 4444.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.984592258549418
Path 405 | total_timesteps 4453.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.984594188376754
Path 406 | total_timesteps 4464.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.984470882905448
Path 407 | total_timesteps 4478.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.984097170047583
Path 408 | total_timesteps 4486.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.983598347314386
Path 409 | total_timesteps 4498.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.98347521281923
Path 410 | total_timesteps 4508.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.98297659281512
Path 411 | total_timesteps 4516.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.982728410513142
Path 412 | total_timesteps 4526.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.982480290326617
Path 413 | total_timesteps 4535.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.982107107107106
Path 414 | total_timesteps 4544.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.982109345677468
Path 415 | total_timesteps 4555.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.981861396047035
Path 416 | total_timesteps 4564.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.981488430268918
Path 417 | total_timesteps 4573.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.980990495247624
Path 418 | total_timesteps 4581.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.9803676378642
Path 419 | total_timesteps 4591.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.980370092523131
Path 420 | total_timesteps 4605.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.980122515314415
Path 421 | total_timesteps 4616.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.97975
Path 422 | total_timesteps 4625.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.979502562179727
Path 423 | total_timesteps 4637.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.978880279930017
Path 424 | total_timesteps 4643.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.978133200049982
Path 425 | total_timesteps 4650.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.97863568215892
Path 426 | total_timesteps 4664.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.978513429106808
Path 427 | total_timesteps 4676.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.978141393954534
Path 428 | total_timesteps 4685.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.978518796053454
Path 429 | total_timesteps 4700.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.977897102897103
Path 430 | total_timesteps 4707.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.977400424522413
Path 431 | total_timesteps 4716.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.977153558052434
Path 432 | total_timesteps 4725.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.977780551741356
Path 433 | total_timesteps 4743.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.977159261108337
Path 434 | total_timesteps 4750.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.977286908773243
Path 435 | total_timesteps 4764.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.976915398053407
Path 436 | total_timesteps 4772.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.976793512164692
Path 437 | total_timesteps 4784.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.976422155688622
Path 438 | total_timesteps 4792.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.976050891854808
Path 439 | total_timesteps 4801.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.975430281865801
Path 440 | total_timesteps 4809.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.975433345803717
Path 441 | total_timesteps 4821.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.975187032418953
Path 442 | total_timesteps 4832.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.975439471387608
Path 443 | total_timesteps 4847.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.975317875841435
Path 444 | total_timesteps 4858.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.975196310607005
Path 445 | total_timesteps 4871.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.974825523429711
Path 446 | total_timesteps 4880.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.974953271028037
Path 447 | total_timesteps 4896.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.974707201594818
Path 448 | total_timesteps 4907.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.974336613927994
Path 449 | total_timesteps 4915.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.97433981066268
Path 450 | total_timesteps 4926.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.974343006601071
Path 451 | total_timesteps 4939.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.974470734744708
Path 452 | total_timesteps 4953.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.974100361100735
Path 453 | total_timesteps 4966.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.974228087649402
Path 454 | total_timesteps 4977.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.974355782397609
Path 455 | total_timesteps 4989.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.974110032362459
Path 456 | total_timesteps 5000.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.974984443061606
Path 457 | total_timesteps 5020.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.975734196117472
Path 458 | total_timesteps 5038.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.975363941769317
Path 459 | total_timesteps 5046.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.97511818860413
Path 460 | total_timesteps 5057.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.975494464485633
Path 461 | total_timesteps 5074.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.975746268656716
Path 462 | total_timesteps 5093.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.975500559631886
Path 463 | total_timesteps 5102.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.976000994777419
Path 464 | total_timesteps 5121.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.975755315180903
Path 465 | total_timesteps 5131.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.975385380407758
Path 466 | total_timesteps 5139.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.975885643256682
Path 467 | total_timesteps 5157.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.975640069599802
Path 468 | total_timesteps 5165.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.975394556977756
Path 469 | total_timesteps 5173.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.975024850894632
Path 470 | total_timesteps 5181.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.975027953783078
Path 471 | total_timesteps 5192.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.974658385093168
Path 472 | total_timesteps 5200.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.976152030803627
Path 473 | total_timesteps 5225.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.976279185295578
Path 474 | total_timesteps 5236.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.9762821308829
Path 475 | total_timesteps 5247.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.976160913831636
Path 476 | total_timesteps 5256.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.97628801986344
Path 477 | total_timesteps 5270.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.975670307845084
Path 478 | total_timesteps 5277.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.97517686483803
Path 479 | total_timesteps 5284.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.974931744849838
Path 480 | total_timesteps 5292.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.97456260081896
Path 481 | total_timesteps 5303.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.974441687344914
Path 482 | total_timesteps 5315.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.974072695695323
Path 483 | total_timesteps 5324.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.973703795584223
Path 484 | total_timesteps 5333.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.973210963661169
Path 485 | total_timesteps 5340.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.974082341269842
Path 486 | total_timesteps 5361.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.973837569745815
Path 487 | total_timesteps 5373.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.974336722043144
Path 488 | total_timesteps 5387.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.974959712408578
Path 489 | total_timesteps 5405.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.975086762518591
Path 490 | total_timesteps 5419.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.974470194571818
Path 491 | total_timesteps 5427.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.97372986369269
Path 492 | total_timesteps 5434.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.973485317804485
Path 493 | total_timesteps 5445.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.972745292368682
Path 494 | total_timesteps 5451.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.972748668400842
Path 495 | total_timesteps 5462.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.972008917513005
Path 496 | total_timesteps 5468.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.971888544891641
Path 497 | total_timesteps 5479.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.971520554730064
Path 498 | total_timesteps 5488.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.971524080723041
Path 499 | total_timesteps 5499.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.971280019806883
Path 500 | total_timesteps 5509.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.970788463918803
Path 501 | total_timesteps 5517.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.970420792079208
Path 502 | total_timesteps 5529.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.970300705358248
Path 503 | total_timesteps 5543.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.9700569166048
Path 504 | total_timesteps 5554.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.969565755288878
Path 505 | total_timesteps 5562.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.969445818901534
Path 506 | total_timesteps 5572.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.969449598021027
Path 507 | total_timesteps 5584.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.969824387830819
Path 508 | total_timesteps 5600.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.969457153456164
Path 509 | total_timesteps 5607.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.969213649851632
Path 510 | total_timesteps 5615.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.968970206453209
Path 511 | total_timesteps 5624.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.968479604449938
Path 512 | total_timesteps 5631.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.96811271783463
Path 513 | total_timesteps 5640.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.969846762234306
Path 514 | total_timesteps 5667.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.969603360929199
Path 515 | total_timesteps 5676.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.968989374845565
Path 516 | total_timesteps 5683.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.969487337862878
Path 517 | total_timesteps 5698.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.968997035573123
Path 518 | total_timesteps 5706.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.969371372113129
Path 519 | total_timesteps 5719.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.969251667078291
Path 520 | total_timesteps 5731.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.969131991603902
Path 521 | total_timesteps 5741.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.968641975308643
Path 522 | total_timesteps 5748.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.968769287742255
Path 523 | total_timesteps 5760.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.969266847691928
Path 524 | total_timesteps 5776.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.968776996174256
Path 525 | total_timesteps 5786.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.968534057255676
Path 526 | total_timesteps 5796.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.968167797655768
Path 527 | total_timesteps 5806.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.968788551690107
Path 528 | total_timesteps 5822.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.968545701245837
Path 529 | total_timesteps 5831.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.968549580661076
Path 530 | total_timesteps 5845.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.969046738192132
Path 531 | total_timesteps 5860.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.969050554870531
Path 532 | total_timesteps 5873.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.969054370607816
Path 533 | total_timesteps 5887.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.969921104536489
Path 534 | total_timesteps 5906.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.969924812030076
Path 535 | total_timesteps 5921.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.969805274833622
Path 536 | total_timesteps 5935.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.970548367221195
Path 537 | total_timesteps 5955.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.970798422868407
Path 538 | total_timesteps 5970.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.970432425773069
Path 539 | total_timesteps 5980.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.969943335796994
Path 540 | total_timesteps 5990.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.96945436630127
Path 541 | total_timesteps 5999.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.969581280788177
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.62    |
| Iteration     | 16       |
| MaximumReturn | 2.26     |
| MinimumReturn | -22.2    |
| TotalSamples  | 72076    |
----------------------------
itr #17 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.013214061968028545
Validation loss = 0.01259408425539732
Validation loss = 0.011744139716029167
Validation loss = 0.012041602283716202
Validation loss = 0.01244798582047224
Validation loss = 0.012645614333450794
Validation loss = 0.011942659504711628
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.012829178012907505
Validation loss = 0.011734690517187119
Validation loss = 0.012063711881637573
Validation loss = 0.011724094860255718
Validation loss = 0.012611275538802147
Validation loss = 0.013425054959952831
Validation loss = 0.011954049579799175
Validation loss = 0.011998189613223076
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.969585026474572
Path 1 | total_timesteps 12.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.96958877123861
Path 2 | total_timesteps 23.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.969961836759818
Path 3 | total_timesteps 40.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.969473165928115
Path 4 | total_timesteps 49.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.96923076923077
Path 5 | total_timesteps 59.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.96886537041595
Path 6 | total_timesteps 67.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.968253968253968
Path 7 | total_timesteps 75.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.96751968503937
Path 8 | total_timesteps 82.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.967277647927174
Path 9 | total_timesteps 92.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.967035670356703
Path 10 | total_timesteps 103.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.967777641126553
Path 11 | total_timesteps 120.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.967412690605018
Path 12 | total_timesteps 130.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.967047829829092
Path 13 | total_timesteps 138.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.967051880993361
Path 14 | total_timesteps 149.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.967055931161648
Path 15 | total_timesteps 162.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.966814159292035
Path 16 | total_timesteps 171.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.966572446847733
Path 17 | total_timesteps 181.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.966453674121405
Path 18 | total_timesteps 192.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.966826391448581
Path 19 | total_timesteps 206.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.966830466830467
Path 20 | total_timesteps 218.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.966834541211153
Path 21 | total_timesteps 233.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.967084254482929
Path 22 | total_timesteps 246.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.967825125874985
Path 23 | total_timesteps 266.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.967829076620825
Path 24 | total_timesteps 277.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.967341927562922
Path 25 | total_timesteps 284.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.967836975202554
Path 26 | total_timesteps 301.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.967349944764944
Path 27 | total_timesteps 311.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.966985763377515
Path 28 | total_timesteps 319.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.96662167137072
Path 29 | total_timesteps 329.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.966380368098159
Path 30 | total_timesteps 337.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.96589375536744
Path 31 | total_timesteps 345.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.96540726202159
Path 32 | total_timesteps 355.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.965656813442905
Path 33 | total_timesteps 370.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.965906303654648
Path 34 | total_timesteps 385.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.965297363580625
Path 35 | total_timesteps 394.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.965301618440412
Path 36 | total_timesteps 413.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.965428466347921
Path 37 | total_timesteps 428.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.96481980877666
Path 38 | total_timesteps 436.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.964578992523593
Path 39 | total_timesteps 445.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.964705882352941
Path 40 | total_timesteps 462.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.965690479107952
Path 41 | total_timesteps 484.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.965939720656701
Path 42 | total_timesteps 496.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.965698885213769
Path 43 | total_timesteps 504.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.96533561979422
Path 44 | total_timesteps 512.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.965217391304348
Path 45 | total_timesteps 522.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.965221650746999
Path 46 | total_timesteps 536.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.965225909146566
Path 47 | total_timesteps 547.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.965107737512243
Path 48 | total_timesteps 556.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.96523442281797
Path 49 | total_timesteps 569.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.964749082007344
Path 50 | total_timesteps 577.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.964019091910416
Path 51 | total_timesteps 586.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.964023494860498
Path 52 | total_timesteps 599.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.963416126269424
Path 53 | total_timesteps 608.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.963298262784438
Path 54 | total_timesteps 619.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.9634250764526
Path 55 | total_timesteps 632.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.962940313111545
Path 56 | total_timesteps 639.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.962700256817904
Path 57 | total_timesteps 650.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.962582538517974
Path 58 | total_timesteps 662.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.962220320332559
Path 59 | total_timesteps 670.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.962958435207824
Path 60 | total_timesteps 687.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.962229556288962
Path 61 | total_timesteps 696.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.961867514055243
Path 62 | total_timesteps 703.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.961627764878406
Path 63 | total_timesteps 712.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.961632453567937
Path 64 | total_timesteps 724.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.961026267562614
Path 65 | total_timesteps 733.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.960420229660397
Path 66 | total_timesteps 740.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.960058629534629
Path 67 | total_timesteps 750.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.960063507572057
Path 68 | total_timesteps 767.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.959579924288679
Path 69 | total_timesteps 776.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.95909645909646
Path 70 | total_timesteps 783.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.958979367598584
Path 71 | total_timesteps 795.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.9586181640625
Path 72 | total_timesteps 803.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.958012937873795
Path 73 | total_timesteps 810.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.957651940444228
Path 74 | total_timesteps 818.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.957901159243441
Path 75 | total_timesteps 833.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.957418252806248
Path 76 | total_timesteps 840.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.957667439307064
Path 77 | total_timesteps 854.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.958160526957794
Path 78 | total_timesteps 869.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.958409562141725
Path 79 | total_timesteps 884.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.95829268292683
Path 80 | total_timesteps 896.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.957566150469455
Path 81 | total_timesteps 903.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.957449402584736
Path 82 | total_timesteps 914.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.957332683164696
Path 83 | total_timesteps 924.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.957703559239395
Path 84 | total_timesteps 940.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.95770871419866
Path 85 | total_timesteps 952.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.959054350475261
Path 86 | total_timesteps 974.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.958450103570122
Path 87 | total_timesteps 982.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.958698830409357
Path 88 | total_timesteps 998.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.9587038616153
Path 89 | total_timesteps 1009.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.958587088915957
Path 90 | total_timesteps 1022.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.959079283887467
Path 91 | total_timesteps 1037.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.959936678032149
Path 92 | total_timesteps 1057.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.959819797881407
Path 93 | total_timesteps 1069.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.959946432919406
Path 94 | total_timesteps 1081.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.959707851491174
Path 95 | total_timesteps 1091.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.959104186952288
Path 96 | total_timesteps 1099.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.959839357429718
Path 97 | total_timesteps 1121.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.959479192017522
Path 98 | total_timesteps 1128.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.95972746076165
Path 99 | total_timesteps 1143.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.959245742092458
Path 100 | total_timesteps 1152.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.95961561853789
Path 101 | total_timesteps 1167.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.959134030649476
Path 102 | total_timesteps 1175.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.959017390246869
Path 103 | total_timesteps 1185.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.959265564202335
Path 104 | total_timesteps 1199.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.959270516717325
Path 105 | total_timesteps 1209.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.959032336494044
Path 106 | total_timesteps 1219.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.958915765163486
Path 107 | total_timesteps 1232.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.958434613514827
Path 108 | total_timesteps 1240.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.959290314740551
Path 109 | total_timesteps 1259.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.959052247873633
Path 110 | total_timesteps 1269.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.958814238853117
Path 111 | total_timesteps 1280.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.959305150631682
Path 112 | total_timesteps 1295.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.958945706303899
Path 113 | total_timesteps 1303.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.958829244595579
Path 114 | total_timesteps 1313.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.958348512446873
Path 115 | total_timesteps 1322.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.95811073336571
Path 116 | total_timesteps 1332.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.958358625713245
Path 117 | total_timesteps 1347.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.957513959698955
Path 118 | total_timesteps 1354.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.958125986163369
Path 119 | total_timesteps 1371.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.957888349514564
Path 120 | total_timesteps 1383.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.957286737046475
Path 121 | total_timesteps 1391.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.957534578985683
Path 122 | total_timesteps 1403.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.95729710057018
Path 123 | total_timesteps 1416.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.957059679767104
Path 124 | total_timesteps 1425.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.956458459672529
Path 125 | total_timesteps 1434.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.955978656318216
Path 126 | total_timesteps 1441.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.956590275251607
Path 127 | total_timesteps 1458.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.957444228903977
Path 128 | total_timesteps 1479.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.957085707358468
Path 129 | total_timesteps 1486.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.956848484848486
Path 130 | total_timesteps 1498.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.957217306993092
Path 131 | total_timesteps 1520.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.956616577799322
Path 132 | total_timesteps 1529.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.956258330304133
Path 133 | total_timesteps 1538.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.95614247637509
Path 134 | total_timesteps 1549.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.956268927922471
Path 135 | total_timesteps 1565.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.95578972868217
Path 136 | total_timesteps 1573.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.956158411045173
Path 137 | total_timesteps 1591.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.95604262533301
Path 138 | total_timesteps 1602.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.956653347862938
Path 139 | total_timesteps 1620.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.956053268765134
Path 140 | total_timesteps 1630.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.956421740709358
Path 141 | total_timesteps 1644.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.956305979181796
Path 142 | total_timesteps 1654.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.956190245673485
Path 143 | total_timesteps 1665.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.955711519845112
Path 144 | total_timesteps 1672.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.955837870538415
Path 145 | total_timesteps 1683.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.956569078151464
Path 146 | total_timesteps 1704.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.956937220273376
Path 147 | total_timesteps 1725.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.957063376874698
Path 148 | total_timesteps 1737.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.956463901318177
Path 149 | total_timesteps 1745.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.955985489721886
Path 150 | total_timesteps 1757.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.95586990690364
Path 151 | total_timesteps 1768.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.956358800773694
Path 152 | total_timesteps 1783.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.956364075909585
Path 153 | total_timesteps 1795.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.955885907662557
Path 154 | total_timesteps 1803.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.955407854984895
Path 155 | total_timesteps 1811.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.95565490575157
Path 156 | total_timesteps 1825.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.955418629938384
Path 157 | total_timesteps 1834.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.954699202705967
Path 158 | total_timesteps 1841.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.954463099408141
Path 159 | total_timesteps 1851.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.953743961352657
Path 160 | total_timesteps 1859.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.953749547156141
Path 161 | total_timesteps 1870.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.953392900265637
Path 162 | total_timesteps 1878.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.953398527103706
Path 163 | total_timesteps 1888.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.952800579430226
Path 164 | total_timesteps 1895.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.952444176222087
Path 165 | total_timesteps 1904.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.952208544532947
Path 166 | total_timesteps 1912.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.952576324363461
Path 167 | total_timesteps 1928.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.953547297297296
Path 168 | total_timesteps 1949.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.953552901435637
Path 169 | total_timesteps 1959.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.953196622436671
Path 170 | total_timesteps 1968.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.953564105656737
Path 171 | total_timesteps 1982.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.953449107573565
Path 172 | total_timesteps 1991.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.953454720848908
Path 173 | total_timesteps 2003.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.954063178201109
Path 174 | total_timesteps 2019.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.954309825195901
Path 175 | total_timesteps 2033.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.953833172613308
Path 176 | total_timesteps 2040.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.95359768591057
Path 177 | total_timesteps 2049.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.953241744998795
Path 178 | total_timesteps 2059.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.952765393420894
Path 179 | total_timesteps 2067.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.953253012048192
Path 180 | total_timesteps 2086.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.953740513191182
Path 181 | total_timesteps 2101.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.95314382076608
Path 182 | total_timesteps 2108.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.953149464049138
Path 183 | total_timesteps 2121.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.952673410404625
Path 184 | total_timesteps 2130.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.952558699578567
Path 185 | total_timesteps 2145.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.952082831687937
Path 186 | total_timesteps 2153.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.951607078367642
Path 187 | total_timesteps 2164.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.951251805488686
Path 188 | total_timesteps 2172.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.951739078108076
Path 189 | total_timesteps 2189.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.952346570397111
Path 190 | total_timesteps 2206.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.95235230417519
Path 191 | total_timesteps 2219.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.952117420596728
Path 192 | total_timesteps 2233.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.95188259352821
Path 193 | total_timesteps 2242.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.951407264854462
Path 194 | total_timesteps 2250.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.951653638003608
Path 195 | total_timesteps 2270.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.9512987012987
Path 196 | total_timesteps 2279.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.950943849945894
Path 197 | total_timesteps 2287.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.951430632363548
Path 198 | total_timesteps 2302.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.952157711263373
Path 199 | total_timesteps 2320.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.951442307692307
Path 200 | total_timesteps 2329.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.951448143252012
Path 201 | total_timesteps 2342.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.951814467676039
Path 202 | total_timesteps 2356.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.951579959149345
Path 203 | total_timesteps 2367.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.951585776069198
Path 204 | total_timesteps 2379.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.951591591591592
Path 205 | total_timesteps 2392.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.95147730002402
Path 206 | total_timesteps 2405.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.951963492254112
Path 207 | total_timesteps 2420.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.951488952929875
Path 208 | total_timesteps 2428.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.950894465121863
Path 209 | total_timesteps 2435.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.950540216086434
Path 210 | total_timesteps 2443.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.951266354579282
Path 211 | total_timesteps 2465.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.950792126740279
Path 212 | total_timesteps 2474.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.949957998319933
Path 213 | total_timesteps 2481.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.949484041276698
Path 214 | total_timesteps 2488.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.949490101979604
Path 215 | total_timesteps 2500.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.949016314779271
Path 216 | total_timesteps 2508.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.948782535684298
Path 217 | total_timesteps 2519.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.948189014152074
Path 218 | total_timesteps 2526.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.947835471879122
Path 219 | total_timesteps 2533.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.94736211031175
Path 220 | total_timesteps 2543.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.947128641649682
Path 221 | total_timesteps 2553.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.946775353632223
Path 222 | total_timesteps 2560.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.946302289344361
Path 223 | total_timesteps 2569.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.945829338446789
Path 224 | total_timesteps 2577.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.945955662073098
Path 225 | total_timesteps 2589.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.945722501797269
Path 226 | total_timesteps 2597.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.945968611477177
Path 227 | total_timesteps 2612.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.945975083852419
Path 228 | total_timesteps 2624.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.945382680560547
Path 229 | total_timesteps 2632.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.94502994011976
Path 230 | total_timesteps 2639.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.945635253263083
Path 231 | total_timesteps 2659.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.945402298850574
Path 232 | total_timesteps 2669.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.94528911768227
Path 233 | total_timesteps 2680.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.945056260474024
Path 234 | total_timesteps 2689.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.944703770197487
Path 235 | total_timesteps 2698.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.944830062230732
Path 236 | total_timesteps 2709.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.945075984204859
Path 237 | total_timesteps 2722.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.944364680545585
Path 238 | total_timesteps 2730.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.944371336284245
Path 239 | total_timesteps 2742.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.94401913875598
Path 240 | total_timesteps 2750.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.943906231312043
Path 241 | total_timesteps 2760.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.944032528103325
Path 242 | total_timesteps 2773.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.943441348798277
Path 243 | total_timesteps 2780.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.943208990913439
Path 244 | total_timesteps 2791.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.942737597130902
Path 245 | total_timesteps 2798.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.942027253167582
Path 246 | total_timesteps 2806.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.94167563045297
Path 247 | total_timesteps 2820.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.941921606118546
Path 248 | total_timesteps 2836.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.941928545823874
Path 249 | total_timesteps 2849.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.94289127837515
Path 250 | total_timesteps 2872.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.942659180504121
Path 251 | total_timesteps 2884.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.942188246536073
Path 252 | total_timesteps 2892.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.942553445598948
Path 253 | total_timesteps 2907.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.942202053976594
Path 254 | total_timesteps 2914.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.942089552238805
Path 255 | total_timesteps 2923.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.942215854823305
Path 256 | total_timesteps 2939.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.94210337829772
Path 257 | total_timesteps 2948.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.942349009310098
Path 258 | total_timesteps 2961.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.941759159804272
Path 259 | total_timesteps 2968.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.941408114558472
Path 260 | total_timesteps 2979.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.941892375611502
Path 261 | total_timesteps 2996.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.941899308041041
Path 262 | total_timesteps 3009.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.942264105928665
Path 263 | total_timesteps 3025.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.942032442748092
Path 264 | total_timesteps 3036.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.941681574239714
Path 265 | total_timesteps 3045.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.941569282136895
Path 266 | total_timesteps 3056.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.941576248956718
Path 267 | total_timesteps 3069.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.94206008583691
Path 268 | total_timesteps 3086.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.94373584455835
Path 269 | total_timesteps 3114.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.94326579261025
Path 270 | total_timesteps 3124.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.942915028006198
Path 271 | total_timesteps 3132.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.943398474737846
Path 272 | total_timesteps 3147.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.943047777910163
Path 273 | total_timesteps 3156.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.94269716464141
Path 274 | total_timesteps 3166.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.942584871947588
Path 275 | total_timesteps 3176.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.942115292996665
Path 276 | total_timesteps 3184.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.941764916041443
Path 277 | total_timesteps 3196.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.94189092641105
Path 278 | total_timesteps 3213.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.941540659602333
Path 279 | total_timesteps 3224.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.941071428571428
Path 280 | total_timesteps 3232.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.941078443042494
Path 281 | total_timesteps 3242.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.94120447512497
Path 282 | total_timesteps 3256.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.94144948232774
Path 283 | total_timesteps 3272.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.940861494526416
Path 284 | total_timesteps 3280.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.940749553837001
Path 285 | total_timesteps 3290.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.94039971448965
Path 286 | total_timesteps 3297.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.940644700844535
Path 287 | total_timesteps 3311.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.940294957183635
Path 288 | total_timesteps 3321.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.939707456296825
Path 289 | total_timesteps 3330.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.939120095124851
Path 290 | total_timesteps 3338.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.939127333254072
Path 291 | total_timesteps 3349.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.938421302900618
Path 292 | total_timesteps 3355.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.93783430405325
Path 293 | total_timesteps 3362.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.937485143807939
Path 294 | total_timesteps 3371.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.937373737373738
Path 295 | total_timesteps 3383.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.9375
Path 296 | total_timesteps 3396.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.93691338956873
Path 297 | total_timesteps 3403.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.937277263007841
Path 298 | total_timesteps 3418.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.93716593419646
Path 299 | total_timesteps 3429.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.936698337292162
Path 300 | total_timesteps 3438.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.936468352927205
Path 301 | total_timesteps 3448.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.936238423177393
Path 302 | total_timesteps 3458.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.937314496022795
Path 303 | total_timesteps 3479.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.937678062678062
Path 304 | total_timesteps 3494.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.938753709198814
Path 305 | total_timesteps 3521.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.938167576548778
Path 306 | total_timesteps 3529.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.938293580159012
Path 307 | total_timesteps 3545.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.938775510204081
Path 308 | total_timesteps 3563.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.938426859651203
Path 309 | total_timesteps 3573.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.937959667852907
Path 310 | total_timesteps 3581.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.937373976989681
Path 311 | total_timesteps 3589.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.936551233396585
Path 312 | total_timesteps 3596.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.936203011976758
Path 313 | total_timesteps 3607.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.935499170026086
Path 314 | total_timesteps 3613.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.935269709543569
Path 315 | total_timesteps 3624.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.935514461830252
Path 316 | total_timesteps 3639.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.935640630555884
Path 317 | total_timesteps 3655.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.935529746385399
Path 318 | total_timesteps 3666.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.934944898684678
Path 319 | total_timesteps 3675.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.934834123222748
Path 320 | total_timesteps 3687.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.934604904632153
Path 321 | total_timesteps 3700.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.934138829661217
Path 322 | total_timesteps 3707.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.934738836906313
Path 323 | total_timesteps 3724.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.934746565608716
Path 324 | total_timesteps 3736.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.934280639431616
Path 325 | total_timesteps 3745.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.934525219038598
Path 326 | total_timesteps 3760.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.934651355510832
Path 327 | total_timesteps 3777.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.934185606060606
Path 328 | total_timesteps 3789.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.93383832406202
Path 329 | total_timesteps 3797.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.933727810650888
Path 330 | total_timesteps 3807.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.933380665010057
Path 331 | total_timesteps 3817.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.933388547089447
Path 332 | total_timesteps 3827.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.933041523719389
Path 333 | total_timesteps 3836.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.932458008043529
Path 334 | total_timesteps 3844.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.932465996451803
Path 335 | total_timesteps 3857.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.932237464522233
Path 336 | total_timesteps 3868.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.932245477119546
Path 337 | total_timesteps 3883.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.9317805627808
Path 338 | total_timesteps 3891.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.931315758363873
Path 339 | total_timesteps 3901.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.931323877068557
Path 340 | total_timesteps 3912.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.930859236496868
Path 341 | total_timesteps 3920.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.931103757976837
Path 342 | total_timesteps 3935.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.930284768994447
Path 343 | total_timesteps 3942.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.929820415879018
Path 344 | total_timesteps 3952.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.929356172474897
Path 345 | total_timesteps 3959.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.929718875502008
Path 346 | total_timesteps 3975.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.929254753749852
Path 347 | total_timesteps 3981.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.929499291450165
Path 348 | total_timesteps 3994.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.929389538316212
Path 349 | total_timesteps 4004.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.92939787485242
Path 350 | total_timesteps 4017.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.92917010978633
Path 351 | total_timesteps 4026.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.928706326723324
Path 352 | total_timesteps 4034.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.928596718989732
Path 353 | total_timesteps 4044.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.928015105027141
Path 354 | total_timesteps 4052.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.92849557522124
Path 355 | total_timesteps 4067.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.928268050967437
Path 356 | total_timesteps 4076.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.928040580394008
Path 357 | total_timesteps 4085.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.92757725878745
Path 358 | total_timesteps 4092.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.928411369265243
Path 359 | total_timesteps 4113.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.928183962264152
Path 360 | total_timesteps 4123.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.927838698266713
Path 361 | total_timesteps 4133.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.927493515680265
Path 362 | total_timesteps 4141.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.927030531651539
Path 363 | total_timesteps 4149.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.927157001414427
Path 364 | total_timesteps 4163.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.927047731290513
Path 365 | total_timesteps 4173.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.927174169219892
Path 366 | total_timesteps 4193.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.9273005773536
Path 367 | total_timesteps 4204.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.926955702167767
Path 368 | total_timesteps 4212.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.926257509718459
Path 369 | total_timesteps 4220.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.925795053003533
Path 370 | total_timesteps 4227.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.925332705217288
Path 371 | total_timesteps 4234.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.925341497880359
Path 372 | total_timesteps 4245.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.925114800423879
Path 373 | total_timesteps 4254.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.92465269602072
Path 374 | total_timesteps 4262.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.924190700412007
Path 375 | total_timesteps 4272.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.923846516007533
Path 376 | total_timesteps 4282.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.924326232788044
Path 377 | total_timesteps 4298.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.924688161920452
Path 378 | total_timesteps 4312.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.92481468408048
Path 379 | total_timesteps 4325.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.92470588235294
Path 380 | total_timesteps 4337.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.92483237266204
Path 381 | total_timesteps 4351.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.924841213832039
Path 382 | total_timesteps 4363.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.925673291779372
Path 383 | total_timesteps 4383.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.925446848541863
Path 384 | total_timesteps 4392.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.92557319223986
Path 385 | total_timesteps 4405.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.925464378086057
Path 386 | total_timesteps 4416.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.925355589514517
Path 387 | total_timesteps 4426.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.925011753643629
Path 388 | total_timesteps 4434.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.924785521212833
Path 389 | total_timesteps 4443.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.924794359576968
Path 390 | total_timesteps 4458.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.924568205851251
Path 391 | total_timesteps 4467.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.924459586466165
Path 392 | total_timesteps 4478.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.92470339480794
Path 393 | total_timesteps 4490.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.924477331454076
Path 394 | total_timesteps 4501.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.924368761009982
Path 395 | total_timesteps 4515.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.923907937999061
Path 396 | total_timesteps 4523.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.923212398731948
Path 397 | total_timesteps 4532.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.923104015027002
Path 398 | total_timesteps 4545.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.922878272097664
Path 399 | total_timesteps 4555.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.922417840375587
Path 400 | total_timesteps 4563.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.92324844501819
Path 401 | total_timesteps 4584.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.923844168035673
Path 402 | total_timesteps 4603.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.923735773788572
Path 403 | total_timesteps 4617.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.92421398404505
Path 404 | total_timesteps 4631.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.923636363636364
Path 405 | total_timesteps 4637.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.923762608491673
Path 406 | total_timesteps 4653.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.924123372815762
Path 407 | total_timesteps 4668.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.924601313320826
Path 408 | total_timesteps 4685.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.924141165435573
Path 409 | total_timesteps 4694.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.923915592028136
Path 410 | total_timesteps 4706.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.92392451060837
Path 411 | total_timesteps 4718.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.924050632911392
Path 412 | total_timesteps 4729.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.923590765264269
Path 413 | total_timesteps 4737.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.923365362081087
Path 414 | total_timesteps 4746.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.92372583479789
Path 415 | total_timesteps 4762.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.923851921274602
Path 416 | total_timesteps 4776.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.923509429541994
Path 417 | total_timesteps 4786.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.923869758725697
Path 418 | total_timesteps 4803.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.923644454854198
Path 419 | total_timesteps 4811.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.923536299765807
Path 420 | total_timesteps 4821.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.92331108769465
Path 421 | total_timesteps 4831.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.923437134160618
Path 422 | total_timesteps 4843.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.923211986421633
Path 423 | total_timesteps 4851.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.922518726591761
Path 424 | total_timesteps 4859.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.922410766530135
Path 425 | total_timesteps 4873.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.921951790311256
Path 426 | total_timesteps 4881.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.922077922077921
Path 427 | total_timesteps 4894.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.922437997192326
Path 428 | total_timesteps 4908.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.922096151596678
Path 429 | total_timesteps 4917.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.921754385964912
Path 430 | total_timesteps 4925.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.92129575488247
Path 431 | total_timesteps 4933.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.921188026192704
Path 432 | total_timesteps 4943.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.921547994855606
Path 433 | total_timesteps 4958.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.921089548749123
Path 434 | total_timesteps 4965.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.921098772647575
Path 435 | total_timesteps 4977.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.920757363253857
Path 436 | total_timesteps 4986.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.920182306883254
Path 437 | total_timesteps 4992.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.919841084365506
Path 438 | total_timesteps 5002.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.919032597266035
Path 439 | total_timesteps 5009.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.918808411214954
Path 440 | total_timesteps 5017.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.91846746875365
Path 441 | total_timesteps 5026.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.918944171922448
Path 442 | total_timesteps 5043.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.91883685624197
Path 443 | total_timesteps 5053.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.918963101354507
Path 444 | total_timesteps 5065.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.918739054290718
Path 445 | total_timesteps 5075.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.918398318935326
Path 446 | total_timesteps 5083.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.918057663125948
Path 447 | total_timesteps 5092.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.917950513538749
Path 448 | total_timesteps 5106.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.919127086007702
Path 449 | total_timesteps 5129.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.919136522753792
Path 450 | total_timesteps 5143.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.919145957297864
Path 451 | total_timesteps 5156.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.91868875408306
Path 452 | total_timesteps 5164.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.91986469147323
Path 453 | total_timesteps 5186.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.919874037788663
Path 454 | total_timesteps 5198.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.919883381924198
Path 455 | total_timesteps 5211.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.919776119402986
Path 456 | total_timesteps 5225.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.91943570012825
Path 457 | total_timesteps 5238.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.919911401259034
Path 458 | total_timesteps 5252.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.919687609278471
Path 459 | total_timesteps 5263.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.919230769230769
Path 460 | total_timesteps 5271.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.920055937536418
Path 461 | total_timesteps 5291.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.919715683989747
Path 462 | total_timesteps 5298.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.920191075381569
Path 463 | total_timesteps 5317.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.92031686859273
Path 464 | total_timesteps 5331.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.920093185789167
Path 465 | total_timesteps 5340.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.920218961099465
Path 466 | total_timesteps 5356.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.920228252008851
Path 467 | total_timesteps 5369.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.92047042384723
Path 468 | total_timesteps 5382.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.920363255326581
Path 469 | total_timesteps 5393.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.920372526193248
Path 470 | total_timesteps 5408.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.919916191363054
Path 471 | total_timesteps 5418.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.91957635009311
Path 472 | total_timesteps 5425.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.919585709298266
Path 473 | total_timesteps 5436.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.919711426576681
Path 474 | total_timesteps 5448.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.919371727748691
Path 475 | total_timesteps 5463.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.919264774313634
Path 476 | total_timesteps 5474.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.918925206467373
Path 477 | total_timesteps 5482.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.919050942079553
Path 478 | total_timesteps 5496.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.918711478078846
Path 479 | total_timesteps 5506.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.918255813953488
Path 480 | total_timesteps 5515.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.91826531798628
Path 481 | total_timesteps 5532.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.918507323878169
Path 482 | total_timesteps 5546.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.918051842380565
Path 483 | total_timesteps 5553.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.91771269177127
Path 484 | total_timesteps 5561.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.917954677513073
Path 485 | total_timesteps 5576.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.917615617011387
Path 486 | total_timesteps 5584.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.917625188799814
Path 487 | total_timesteps 5594.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.917402416356877
Path 488 | total_timesteps 5603.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.917063538157741
Path 489 | total_timesteps 5612.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.91637630662021
Path 490 | total_timesteps 5621.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.916037626291953
Path 491 | total_timesteps 5631.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.916163492800743
Path 492 | total_timesteps 5643.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.915941019389296
Path 493 | total_timesteps 5652.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.915254237288135
Path 494 | total_timesteps 5660.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.915496227510157
Path 495 | total_timesteps 5673.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.91608635097493
Path 496 | total_timesteps 5691.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.916444238133922
Path 497 | total_timesteps 5705.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.91598978881411
Path 498 | total_timesteps 5714.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.91588351316858
Path 499 | total_timesteps 5724.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.915197215777262
Path 500 | total_timesteps 5731.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.914859065073657
Path 501 | total_timesteps 5740.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.915216887033171
Path 502 | total_timesteps 5756.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.914878812478255
Path 503 | total_timesteps 5765.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.914772727272727
Path 504 | total_timesteps 5777.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.915246376811595
Path 505 | total_timesteps 5791.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.915835845119407
Path 506 | total_timesteps 5809.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.915729685869943
Path 507 | total_timesteps 5818.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.915971256374595
Path 508 | total_timesteps 5832.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.916096882605169
Path 509 | total_timesteps 5846.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.915990730011588
Path 510 | total_timesteps 5859.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.915652879156529
Path 511 | total_timesteps 5870.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.915430954587581
Path 512 | total_timesteps 5879.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.91555658519634
Path 513 | total_timesteps 5893.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.91556636553162
Path 514 | total_timesteps 5906.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.915576143601621
Path 515 | total_timesteps 5918.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.915470125057897
Path 516 | total_timesteps 5930.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.915016788236656
Path 517 | total_timesteps 5938.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.914679323917573
Path 518 | total_timesteps 5948.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.914457691862484
Path 519 | total_timesteps 5957.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.914467592592592
Path 520 | total_timesteps 5970.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.91436176368476
Path 521 | total_timesteps 5980.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.914255959268688
Path 522 | total_timesteps 5990.
number of affinization with epsilon = 3 is 26
average number of affinization = 8.916232789540668
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.42    |
| Iteration     | 17       |
| MaximumReturn | 5.02     |
| MinimumReturn | -20.1    |
| TotalSamples  | 76090    |
----------------------------
itr #18 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.012873586267232895
Validation loss = 0.012199236080050468
Validation loss = 0.012291899882256985
Validation loss = 0.012002550065517426
Validation loss = 0.012013185769319534
Validation loss = 0.012136386707425117
Validation loss = 0.012271472252905369
Validation loss = 0.011885636486113071
Validation loss = 0.011775556020438671
Validation loss = 0.012051401659846306
Validation loss = 0.011829284019768238
Validation loss = 0.011331770569086075
Validation loss = 0.012431257404386997
Validation loss = 0.011510428041219711
Validation loss = 0.012029637582600117
Validation loss = 0.011623909696936607
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.011973249725997448
Validation loss = 0.012591543607413769
Validation loss = 0.011747997254133224
Validation loss = 0.012182372622191906
Validation loss = 0.012747949920594692
Validation loss = 0.011628905311226845
Validation loss = 0.012012213468551636
Validation loss = 0.011535023339092731
Validation loss = 0.011487076058983803
Validation loss = 0.011948914267122746
Validation loss = 0.011519735679030418
Validation loss = 0.011860513128340244
Validation loss = 0.01132185198366642
Validation loss = 0.011952333152294159
Validation loss = 0.012179694138467312
Validation loss = 0.012124158442020416
Validation loss = 0.011618249118328094
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.9158954187876
Path 1 | total_timesteps 10.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.915673799884326
Path 2 | total_timesteps 20.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.915567892667129
Path 3 | total_timesteps 33.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.914999421764774
Path 4 | total_timesteps 42.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.914662349676226
Path 5 | total_timesteps 51.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.913978494623656
Path 6 | total_timesteps 59.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.914450867052023
Path 7 | total_timesteps 76.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.915154317419951
Path 8 | total_timesteps 92.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.914932963476653
Path 9 | total_timesteps 101.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.914827227551138
Path 10 | total_timesteps 111.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.91495262306448
Path 11 | total_timesteps 125.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.914500288850375
Path 12 | total_timesteps 131.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.914048059149723
Path 13 | total_timesteps 141.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.914173501212892
Path 14 | total_timesteps 154.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.913836913836914
Path 15 | total_timesteps 162.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.913615890980482
Path 16 | total_timesteps 172.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.913048498845265
Path 17 | total_timesteps 180.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.913404918600623
Path 18 | total_timesteps 195.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.913992149619025
Path 19 | total_timesteps 215.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.913771210896918
Path 20 | total_timesteps 227.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.914704524469068
Path 21 | total_timesteps 248.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.915753029428735
Path 22 | total_timesteps 269.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.915301177013616
Path 23 | total_timesteps 278.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.915310949578862
Path 24 | total_timesteps 289.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.915666820489156
Path 25 | total_timesteps 306.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.91544584150421
Path 26 | total_timesteps 314.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.915455594002307
Path 27 | total_timesteps 325.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.915119363395226
Path 28 | total_timesteps 335.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.915129151291513
Path 29 | total_timesteps 345.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.915023636573274
Path 30 | total_timesteps 357.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.914687572054415
Path 31 | total_timesteps 366.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.914812680115274
Path 32 | total_timesteps 382.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.914361456892577
Path 33 | total_timesteps 389.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.914140832084822
Path 34 | total_timesteps 399.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.913344088499654
Path 35 | total_timesteps 406.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.91358451434497
Path 36 | total_timesteps 422.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.913594470046084
Path 37 | total_timesteps 434.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.913374035249396
Path 38 | total_timesteps 444.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.913038470398526
Path 39 | total_timesteps 456.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.913393988252908
Path 40 | total_timesteps 471.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.91317365269461
Path 41 | total_timesteps 479.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.912953367875648
Path 42 | total_timesteps 489.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.912733133778493
Path 43 | total_timesteps 499.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.912743179463567
Path 44 | total_timesteps 511.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.912292817679559
Path 45 | total_timesteps 520.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.911842559558062
Path 46 | total_timesteps 531.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.912428078250864
Path 47 | total_timesteps 548.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.911862846622943
Path 48 | total_timesteps 557.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.912333179935573
Path 49 | total_timesteps 573.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.912573334867135
Path 50 | total_timesteps 586.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.912123303427652
Path 51 | total_timesteps 594.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.911673375503163
Path 52 | total_timesteps 602.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.911683532658694
Path 53 | total_timesteps 615.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.911463723122916
Path 54 | total_timesteps 623.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.91158887100483
Path 55 | total_timesteps 635.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.91113921140361
Path 56 | total_timesteps 642.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.910689655172414
Path 57 | total_timesteps 650.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.91047006091254
Path 58 | total_timesteps 662.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.91036543323374
Path 59 | total_timesteps 672.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.91026082959899
Path 60 | total_timesteps 684.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.909581801470589
Path 61 | total_timesteps 692.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.909477311889718
Path 62 | total_timesteps 704.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.909257983000229
Path 63 | total_timesteps 713.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.909383254852418
Path 64 | total_timesteps 728.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.909163987138264
Path 65 | total_timesteps 740.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.90882994603284
Path 66 | total_timesteps 754.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.908381171067738
Path 67 | total_timesteps 763.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.908047296521639
Path 68 | total_timesteps 772.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.90771349862259
Path 69 | total_timesteps 783.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.908068403534948
Path 70 | total_timesteps 798.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.90911177415653
Path 71 | total_timesteps 822.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.908663224325874
Path 72 | total_timesteps 829.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.908214777420834
Path 73 | total_timesteps 838.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.907995870138809
Path 74 | total_timesteps 849.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.908121128699243
Path 75 | total_timesteps 862.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.907787590319991
Path 76 | total_timesteps 873.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.907683486238533
Path 77 | total_timesteps 884.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.907694071780758
Path 78 | total_timesteps 897.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.907475349690438
Path 79 | total_timesteps 906.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.907371317207383
Path 80 | total_timesteps 917.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.906923429619441
Path 81 | total_timesteps 925.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.906934097421203
Path 82 | total_timesteps 937.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.906944762777906
Path 83 | total_timesteps 951.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.906840838776212
Path 84 | total_timesteps 963.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.906966086159487
Path 85 | total_timesteps 980.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.906633062206438
Path 86 | total_timesteps 990.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.906643757159221
Path 87 | total_timesteps 1004.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.906654449662124
Path 88 | total_timesteps 1016.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.906436097114064
Path 89 | total_timesteps 1025.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.906103286384976
Path 90 | total_timesteps 1033.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.906572017403251
Path 91 | total_timesteps 1048.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.906582713222667
Path 92 | total_timesteps 1061.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.906135531135531
Path 93 | total_timesteps 1072.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.905917362939224
Path 94 | total_timesteps 1085.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.905470359349966
Path 95 | total_timesteps 1093.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.905366746767365
Path 96 | total_timesteps 1107.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.905034324942791
Path 97 | total_timesteps 1116.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.904816382564924
Path 98 | total_timesteps 1125.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.905056051246854
Path 99 | total_timesteps 1138.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.905066910671394
Path 100 | total_timesteps 1148.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.905192131747484
Path 101 | total_timesteps 1160.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.905088622069755
Path 102 | total_timesteps 1169.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.905671163960667
Path 103 | total_timesteps 1184.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.9051103235395
Path 104 | total_timesteps 1192.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.905235482395977
Path 105 | total_timesteps 1208.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.904674819979427
Path 106 | total_timesteps 1218.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.905257142857144
Path 107 | total_timesteps 1235.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.905496514684035
Path 108 | total_timesteps 1248.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.905164533820841
Path 109 | total_timesteps 1259.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.904832628812978
Path 110 | total_timesteps 1270.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.904386566141193
Path 111 | total_timesteps 1277.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.904054825813821
Path 112 | total_timesteps 1287.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.904294198264047
Path 113 | total_timesteps 1302.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.90419093296791
Path 114 | total_timesteps 1313.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.903859328613839
Path 115 | total_timesteps 1320.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.904555314533622
Path 116 | total_timesteps 1340.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.903995433789955
Path 117 | total_timesteps 1348.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.90343568085835
Path 118 | total_timesteps 1355.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.90321844327779
Path 119 | total_timesteps 1366.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.903115371448134
Path 120 | total_timesteps 1380.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.90301232314012
Path 121 | total_timesteps 1390.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.902567027952083
Path 122 | total_timesteps 1397.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.902121834360027
Path 123 | total_timesteps 1409.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.903729896201666
Path 124 | total_timesteps 1437.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.903284671532846
Path 125 | total_timesteps 1445.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.903523776941498
Path 126 | total_timesteps 1462.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.903306727480045
Path 127 | total_timesteps 1471.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.903089727511116
Path 128 | total_timesteps 1484.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.9031007751938
Path 129 | total_timesteps 1498.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.903453778639006
Path 130 | total_timesteps 1513.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.90426259402781
Path 131 | total_timesteps 1531.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.904045584045583
Path 132 | total_timesteps 1541.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.903600729261623
Path 133 | total_timesteps 1549.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.903953514868405
Path 134 | total_timesteps 1568.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.903622693096377
Path 135 | total_timesteps 1577.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.903405854880965
Path 136 | total_timesteps 1586.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.903075170842824
Path 137 | total_timesteps 1597.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.902630679877007
Path 138 | total_timesteps 1603.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.902414028695057
Path 139 | total_timesteps 1612.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.902311283160651
Path 140 | total_timesteps 1626.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.90198087431694
Path 141 | total_timesteps 1634.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.901878201479795
Path 142 | total_timesteps 1646.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.901661734577738
Path 143 | total_timesteps 1658.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.90133151246159
Path 144 | total_timesteps 1666.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.900887573964496
Path 145 | total_timesteps 1674.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.900329957901922
Path 146 | total_timesteps 1681.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.899772468714449
Path 147 | total_timesteps 1687.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.899897622568536
Path 148 | total_timesteps 1700.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.899340309372157
Path 149 | total_timesteps 1710.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.89980666439213
Path 150 | total_timesteps 1725.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.899363202183308
Path 151 | total_timesteps 1735.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.899033541785105
Path 152 | total_timesteps 1745.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.898931332423828
Path 153 | total_timesteps 1756.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.89860179606684
Path 154 | total_timesteps 1767.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.898385996817458
Path 155 | total_timesteps 1776.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.899420388680532
Path 156 | total_timesteps 1797.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.9
Path 157 | total_timesteps 1813.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.899897738893307
Path 158 | total_timesteps 1824.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.899795501022496
Path 159 | total_timesteps 1835.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.899238895830967
Path 160 | total_timesteps 1842.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.89913675601999
Path 161 | total_timesteps 1853.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.899034639409427
Path 162 | total_timesteps 1864.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.899727458550988
Path 163 | total_timesteps 1883.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.899965936187124
Path 164 | total_timesteps 1896.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.899636693914623
Path 165 | total_timesteps 1905.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.899421046656828
Path 166 | total_timesteps 1915.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.9
Path 167 | total_timesteps 1932.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.899670865963001
Path 168 | total_timesteps 1940.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.899228325011348
Path 169 | total_timesteps 1947.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.899239759446273
Path 170 | total_timesteps 1961.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.89925119128659
Path 171 | total_timesteps 1973.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.899602949517867
Path 172 | total_timesteps 1986.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.899274047186934
Path 173 | total_timesteps 1997.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.899739140297154
Path 174 | total_timesteps 2014.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.900430936720344
Path 175 | total_timesteps 2035.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.901462750878784
Path 176 | total_timesteps 2055.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.901473922902495
Path 177 | total_timesteps 2067.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.901598458224692
Path 178 | total_timesteps 2081.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.901496259351621
Path 179 | total_timesteps 2091.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.901167403377537
Path 180 | total_timesteps 2101.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.900725294650952
Path 181 | total_timesteps 2110.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.900509915014164
Path 182 | total_timesteps 2123.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.90006798096533
Path 183 | total_timesteps 2129.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.89973943582191
Path 184 | total_timesteps 2139.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.900090620752152
Path 185 | total_timesteps 2154.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.899875410578774
Path 186 | total_timesteps 2163.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.900113250283125
Path 187 | total_timesteps 2178.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.899898086286944
Path 188 | total_timesteps 2187.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.89945652173913
Path 189 | total_timesteps 2194.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.89958111626854
Path 190 | total_timesteps 2209.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.899479284582295
Path 191 | total_timesteps 2222.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.898811544991512
Path 192 | total_timesteps 2229.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.898709823449524
Path 193 | total_timesteps 2240.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.899739730677831
Path 194 | total_timesteps 2265.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.899411631590858
Path 195 | total_timesteps 2275.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.899649281592941
Path 196 | total_timesteps 2290.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.899434389140271
Path 197 | total_timesteps 2300.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.89944576405384
Path 198 | total_timesteps 2313.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.899117846641031
Path 199 | total_timesteps 2322.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.898676919597422
Path 200 | total_timesteps 2329.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.898236092265943
Path 201 | total_timesteps 2339.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.898360655737704
Path 202 | total_timesteps 2353.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.8984851910468
Path 203 | total_timesteps 2364.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.898270600203459
Path 204 | total_timesteps 2373.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.897830018083182
Path 205 | total_timesteps 2381.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.897502542660188
Path 206 | total_timesteps 2389.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.89728813559322
Path 207 | total_timesteps 2399.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.896960795390351
Path 208 | total_timesteps 2407.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.896633529145955
Path 209 | total_timesteps 2415.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.896532248955156
Path 210 | total_timesteps 2427.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.897108651456968
Path 211 | total_timesteps 2446.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.897571993224167
Path 212 | total_timesteps 2464.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.897357723577235
Path 213 | total_timesteps 2473.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.897933837642542
Path 214 | total_timesteps 2490.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.897380898622714
Path 215 | total_timesteps 2499.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.89694096399142
Path 216 | total_timesteps 2510.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.896726862302483
Path 217 | total_timesteps 2526.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.896851371177068
Path 218 | total_timesteps 2539.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.896298803881741
Path 219 | total_timesteps 2546.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.89574636127722
Path 220 | total_timesteps 2557.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.895306859205776
Path 221 | total_timesteps 2564.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.895093062605753
Path 222 | total_timesteps 2574.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.894428152492669
Path 223 | total_timesteps 2581.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.893876170068795
Path 224 | total_timesteps 2588.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.893662607126748
Path 225 | total_timesteps 2598.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.893787349193822
Path 226 | total_timesteps 2611.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.893573844419391
Path 227 | total_timesteps 2622.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.893247660917597
Path 228 | total_timesteps 2630.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.892921550946799
Path 229 | total_timesteps 2640.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.893046320297533
Path 230 | total_timesteps 2655.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.893509127789047
Path 231 | total_timesteps 2672.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.893521126760563
Path 232 | total_timesteps 2687.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.893082469580893
Path 233 | total_timesteps 2695.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.892643911231271
Path 234 | total_timesteps 2704.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.892543365622888
Path 235 | total_timesteps 2717.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.891879716184254
Path 236 | total_timesteps 2725.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.891554054054055
Path 237 | total_timesteps 2732.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.89134106519536
Path 238 | total_timesteps 2742.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.892141409592433
Path 239 | total_timesteps 2764.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.891703253405382
Path 240 | total_timesteps 2773.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.891715443493922
Path 241 | total_timesteps 2787.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.891840180078784
Path 242 | total_timesteps 2805.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.893427864055818
Path 243 | total_timesteps 2832.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.894452571171374
Path 244 | total_timesteps 2855.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.895139513951396
Path 245 | total_timesteps 2873.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.89503881201485
Path 246 | total_timesteps 2885.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.894263217097862
Path 247 | total_timesteps 2893.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.894275109661455
Path 248 | total_timesteps 2907.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.89451192082771
Path 249 | total_timesteps 2923.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.893961542786462
Path 250 | total_timesteps 2930.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.894310771306499
Path 251 | total_timesteps 2947.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.894210230466554
Path 252 | total_timesteps 2957.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.893772482014388
Path 253 | total_timesteps 2964.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.893222434528493
Path 254 | total_timesteps 2971.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.893346819510002
Path 255 | total_timesteps 2985.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.893358804360041
Path 256 | total_timesteps 2997.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.893483146067416
Path 257 | total_timesteps 3010.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.892933378272105
Path 258 | total_timesteps 3019.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.892271399685464
Path 259 | total_timesteps 3025.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.892620465011793
Path 260 | total_timesteps 3041.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.892744833782569
Path 261 | total_timesteps 3056.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.893542953396969
Path 262 | total_timesteps 3074.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.89344262295082
Path 263 | total_timesteps 3086.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.893566857527787
Path 264 | total_timesteps 3098.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.893466546924113
Path 265 | total_timesteps 3111.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.893702996969356
Path 266 | total_timesteps 3125.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.893939393939394
Path 267 | total_timesteps 3139.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.89327797104702
Path 268 | total_timesteps 3145.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.893177737881508
Path 269 | total_timesteps 3157.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.892740940199708
Path 270 | total_timesteps 3165.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.893089522100068
Path 271 | total_timesteps 3182.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.893438025799215
Path 272 | total_timesteps 3199.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.893337819650068
Path 273 | total_timesteps 3209.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.893237635976226
Path 274 | total_timesteps 3220.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.893137474770128
Path 275 | total_timesteps 3232.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.892700975445678
Path 276 | total_timesteps 3242.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.892264573991032
Path 277 | total_timesteps 3252.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.8921645555431
Path 278 | total_timesteps 3262.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.891840394530375
Path 279 | total_timesteps 3271.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.891516306175053
Path 280 | total_timesteps 3280.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.891192290452711
Path 281 | total_timesteps 3288.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.890756302521009
Path 282 | total_timesteps 3296.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.892000896258123
Path 283 | total_timesteps 3317.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.891676935140584
Path 284 | total_timesteps 3326.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.892137096774194
Path 285 | total_timesteps 3345.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.892261171463769
Path 286 | total_timesteps 3357.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.892049272116461
Path 287 | total_timesteps 3366.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.891501511588848
Path 288 | total_timesteps 3374.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.891625615763546
Path 289 | total_timesteps 3392.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.891637747677152
Path 290 | total_timesteps 3406.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.891090217147974
Path 291 | total_timesteps 3413.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.891773922775602
Path 292 | total_timesteps 3432.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.891450313339302
Path 293 | total_timesteps 3442.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.89213382566857
Path 294 | total_timesteps 3460.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.891810248377713
Path 295 | total_timesteps 3469.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.891822351493456
Path 296 | total_timesteps 3482.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.891163310961968
Path 297 | total_timesteps 3488.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.891622860977519
Path 298 | total_timesteps 3505.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.89197047640349
Path 299 | total_timesteps 3520.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.892765291289276
Path 300 | total_timesteps 3539.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.89288908765653
Path 301 | total_timesteps 3551.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.893012856344326
Path 302 | total_timesteps 3563.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.89280125195618
Path 303 | total_timesteps 3572.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.892477925561641
Path 304 | total_timesteps 3582.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.892154671434957
Path 305 | total_timesteps 3590.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.89339591015756
Path 306 | total_timesteps 3616.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.893743016759776
Path 307 | total_timesteps 3629.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.893754887722043
Path 308 | total_timesteps 3641.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.894436997319035
Path 309 | total_timesteps 3663.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.894225399307494
Path 310 | total_timesteps 3671.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.894683940138485
Path 311 | total_timesteps 3692.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.89424902289224
Path 312 | total_timesteps 3701.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.894037516748549
Path 313 | total_timesteps 3710.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.893602768784191
Path 314 | total_timesteps 3721.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.893614646126368
Path 315 | total_timesteps 3735.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.893068422815047
Path 316 | total_timesteps 3743.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.893303571428572
Path 317 | total_timesteps 3756.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.893203883495145
Path 318 | total_timesteps 3769.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.893773711225172
Path 319 | total_timesteps 3787.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.89412027223028
Path 320 | total_timesteps 3801.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.893462739848282
Path 321 | total_timesteps 3809.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.89313998884551
Path 322 | total_timesteps 3819.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.892817309837163
Path 323 | total_timesteps 3829.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.892606222816996
Path 324 | total_timesteps 3841.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.892283675289919
Path 325 | total_timesteps 3850.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.891849704537853
Path 326 | total_timesteps 3858.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.891973244147158
Path 327 | total_timesteps 3870.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.891427934455468
Path 328 | total_timesteps 3877.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.890994204190816
Path 329 | total_timesteps 3887.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.890894906943052
Path 330 | total_timesteps 3898.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.890907064854023
Path 331 | total_timesteps 3912.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.890807799442896
Path 332 | total_timesteps 3925.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.890819964349376
Path 333 | total_timesteps 3938.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.89038654338866
Path 334 | total_timesteps 3950.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.890510135887725
Path 335 | total_timesteps 3964.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.890967813787727
Path 336 | total_timesteps 3981.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.89086859688196
Path 337 | total_timesteps 3992.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.891214786772075
Path 338 | total_timesteps 4008.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.890892896904921
Path 339 | total_timesteps 4016.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.891684292552599
Path 340 | total_timesteps 4034.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.892475512021372
Path 341 | total_timesteps 4052.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.892042292710073
Path 342 | total_timesteps 4058.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.891275317160027
Path 343 | total_timesteps 4065.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.891176143318127
Path 344 | total_timesteps 4078.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.89074321317312
Path 345 | total_timesteps 4087.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.890977861831127
Path 346 | total_timesteps 4101.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.890878754171302
Path 347 | total_timesteps 4111.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.890334779223668
Path 348 | total_timesteps 4118.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.889902135231317
Path 349 | total_timesteps 4128.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.88935838985878
Path 350 | total_timesteps 4136.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.889148321102958
Path 351 | total_timesteps 4147.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.888715953307393
Path 352 | total_timesteps 4156.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.888172521120499
Path 353 | total_timesteps 4166.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.888184950539069
Path 354 | total_timesteps 4177.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.887752833963104
Path 355 | total_timesteps 4185.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.887209689965552
Path 356 | total_timesteps 4195.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.887
Path 357 | total_timesteps 4203.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.886901455393845
Path 358 | total_timesteps 4214.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.886691846256387
Path 359 | total_timesteps 4224.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.88714872820171
Path 360 | total_timesteps 4243.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.886828076410485
Path 361 | total_timesteps 4252.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.886285397001666
Path 362 | total_timesteps 4263.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.885853875194314
Path 363 | total_timesteps 4271.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.885422449206173
Path 364 | total_timesteps 4279.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.885102131438721
Path 365 | total_timesteps 4289.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.884781884781885
Path 366 | total_timesteps 4299.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.8842397336293
Path 367 | total_timesteps 4308.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.88358672733326
Path 368 | total_timesteps 4316.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.883488681757656
Path 369 | total_timesteps 4328.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.883168756240986
Path 370 | total_timesteps 4339.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.88329265586865
Path 371 | total_timesteps 4358.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.88330560177482
Path 372 | total_timesteps 4370.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.88276397515528
Path 373 | total_timesteps 4377.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.882444271930797
Path 374 | total_timesteps 4386.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.88212463960967
Path 375 | total_timesteps 4395.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.88180507816831
Path 376 | total_timesteps 4405.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.881263858093126
Path 377 | total_timesteps 4412.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.881055315375235
Path 378 | total_timesteps 4425.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.880735978718688
Path 379 | total_timesteps 4434.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.880527540729247
Path 380 | total_timesteps 4445.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.880208333333334
Path 381 | total_timesteps 4453.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.8797783933518
Path 382 | total_timesteps 4462.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.879459339685354
Path 383 | total_timesteps 4471.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.879140356707655
Path 384 | total_timesteps 4479.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.879042977403634
Path 385 | total_timesteps 4490.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.878834865433603
Path 386 | total_timesteps 4502.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878516057585825
Path 387 | total_timesteps 4514.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.878750968884951
Path 388 | total_timesteps 4526.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.878875110717448
Path 389 | total_timesteps 4539.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.878667109487434
Path 390 | total_timesteps 4549.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.878569847243746
Path 391 | total_timesteps 4558.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.87836192584394
Path 392 | total_timesteps 4567.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878043382027446
Path 393 | total_timesteps 4576.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.877724908708641
Path 394 | total_timesteps 4584.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.877849081655233
Path 395 | total_timesteps 4596.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.87819449054099
Path 396 | total_timesteps 4609.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.877654867256638
Path 397 | total_timesteps 4615.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.877668399513329
Path 398 | total_timesteps 4627.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.87712895377129
Path 399 | total_timesteps 4634.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.877142541192082
Path 400 | total_timesteps 4647.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.876934984520124
Path 401 | total_timesteps 4657.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.877501381978995
Path 402 | total_timesteps 4677.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.87696219323458
Path 403 | total_timesteps 4683.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.876533657566045
Path 404 | total_timesteps 4692.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.876989389920425
Path 405 | total_timesteps 4706.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.8775555309979
Path 406 | total_timesteps 4726.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.876906077348066
Path 407 | total_timesteps 4735.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.87725113247155
Path 408 | total_timesteps 4752.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.876822801590809
Path 409 | total_timesteps 4758.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.876505025958245
Path 410 | total_timesteps 4767.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.876408217362492
Path 411 | total_timesteps 4778.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.876311430149089
Path 412 | total_timesteps 4794.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.876435512367491
Path 413 | total_timesteps 4806.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.876449155349453
Path 414 | total_timesteps 4820.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.877235592846104
Path 415 | total_timesteps 4842.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.877249144497185
Path 416 | total_timesteps 4859.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.878256070640177
Path 417 | total_timesteps 4882.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.87849023286613
Path 418 | total_timesteps 4895.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.877951887000663
Path 419 | total_timesteps 4902.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.87851704733532
Path 420 | total_timesteps 4923.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.878089143865843
Path 421 | total_timesteps 4932.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.878212906784336
Path 422 | total_timesteps 4945.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.877895433487756
Path 423 | total_timesteps 4954.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.877578030219476
Path 424 | total_timesteps 4964.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.877922364358183
Path 425 | total_timesteps 4979.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.877384496636894
Path 426 | total_timesteps 4986.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.877839029768467
Path 427 | total_timesteps 5003.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.878293462683276
Path 428 | total_timesteps 5023.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.877755731922399
Path 429 | total_timesteps 5031.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.878540725228701
Path 430 | total_timesteps 5051.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.878333700683271
Path 431 | total_timesteps 5061.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.877906336088154
Path 432 | total_timesteps 5072.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.878691053327458
Path 433 | total_timesteps 5093.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.878924754874959
Path 434 | total_timesteps 5106.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.87871777924653
Path 435 | total_timesteps 5114.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.878731137790506
Path 436 | total_timesteps 5127.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.87863436123348
Path 437 | total_timesteps 5139.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.8797489263297
Path 438 | total_timesteps 5162.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.879321735300595
Path 439 | total_timesteps 5170.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.879004734118682
Path 440 | total_timesteps 5182.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.879128137384413
Path 441 | total_timesteps 5193.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.879141441937259
Path 442 | total_timesteps 5204.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878824565265242
Path 443 | total_timesteps 5213.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.880048420820954
Path 444 | total_timesteps 5237.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.879951584507042
Path 445 | total_timesteps 5247.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.880844977445264
Path 446 | total_timesteps 5269.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.880748074807482
Path 447 | total_timesteps 5281.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.880431195688043
Path 448 | total_timesteps 5288.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.880224373075231
Path 449 | total_timesteps 5300.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.880457494776202
Path 450 | total_timesteps 5315.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.879920826918848
Path 451 | total_timesteps 5324.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.879934029686641
Path 452 | total_timesteps 5336.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.879727352682497
Path 453 | total_timesteps 5347.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.879081015719468
Path 454 | total_timesteps 5354.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.879424049241592
Path 455 | total_timesteps 5368.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.879437300802286
Path 456 | total_timesteps 5380.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.87978021978022
Path 457 | total_timesteps 5396.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.879683551258104
Path 458 | total_timesteps 5405.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.879696769940672
Path 459 | total_timesteps 5420.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.879600131824674
Path 460 | total_timesteps 5429.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.87994288224956
Path 461 | total_timesteps 5444.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.880175727622186
Path 462 | total_timesteps 5457.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.879969251043269
Path 463 | total_timesteps 5465.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.879982431096959
Path 464 | total_timesteps 5478.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.87955643390426
Path 465 | total_timesteps 5485.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.879350093314304
Path 466 | total_timesteps 5494.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.879912184412733
Path 467 | total_timesteps 5512.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.879925364943475
Path 468 | total_timesteps 5522.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.880597014925373
Path 469 | total_timesteps 5543.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.88082958411061
Path 470 | total_timesteps 5556.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.880732938336624
Path 471 | total_timesteps 5568.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.880416895227647
Path 472 | total_timesteps 5578.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.87999122422115
Path 473 | total_timesteps 5585.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.88022375781507
Path 474 | total_timesteps 5601.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.879688528186005
Path 475 | total_timesteps 5608.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.879263077091787
Path 476 | total_timesteps 5617.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.87905701754386
Path 477 | total_timesteps 5626.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.879289551584256
Path 478 | total_timesteps 5642.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.879412409559308
Path 479 | total_timesteps 5656.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.87909678833717
Path 480 | total_timesteps 5666.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.878562034195529
Path 481 | total_timesteps 5673.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.879123287671232
Path 482 | total_timesteps 5692.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.879136532982686
Path 483 | total_timesteps 5702.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.879478470472225
Path 484 | total_timesteps 5719.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.879382120946538
Path 485 | total_timesteps 5730.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.879395333552415
Path 486 | total_timesteps 5745.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.88039430449069
Path 487 | total_timesteps 5766.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.880735954440915
Path 488 | total_timesteps 5780.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.88042049934297
Path 489 | total_timesteps 5787.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.88065257856126
Path 490 | total_timesteps 5801.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.880337201664112
Path 491 | total_timesteps 5809.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.880021893814996
Path 492 | total_timesteps 5817.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.879706654991244
Path 493 | total_timesteps 5825.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.87982926562329
Path 494 | total_timesteps 5839.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.879295250601881
Path 495 | total_timesteps 5848.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.878870773607616
Path 496 | total_timesteps 5858.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.878336980306345
Path 497 | total_timesteps 5865.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.878131495460016
Path 498 | total_timesteps 5878.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.87836359658718
Path 499 | total_timesteps 5893.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.878158153778847
Path 500 | total_timesteps 5904.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.87849956255468
Path 501 | total_timesteps 5922.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.87840349917988
Path 502 | total_timesteps 5938.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878088781981194
Path 503 | total_timesteps 5947.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.878211435443315
Path 504 | total_timesteps 5959.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.878224748578925
Path 505 | total_timesteps 5969.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.877910154115204
Path 506 | total_timesteps 5978.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.877814207650273
Path 507 | total_timesteps 5990.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.877281171456671
Path 508 | total_timesteps 5998.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.878277972027972
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.71    |
| Iteration     | 18       |
| MaximumReturn | 3.76     |
| MinimumReturn | -18.5    |
| TotalSamples  | 80103    |
----------------------------
itr #19 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.012405896559357643
Validation loss = 0.011794949881732464
Validation loss = 0.011796178296208382
Validation loss = 0.011523144319653511
Validation loss = 0.011651886627078056
Validation loss = 0.011313472874462605
Validation loss = 0.011875729076564312
Validation loss = 0.011889444664120674
Validation loss = 0.011464128270745277
Validation loss = 0.01160958968102932
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.01215492282062769
Validation loss = 0.011709138751029968
Validation loss = 0.012116311118006706
Validation loss = 0.011987890116870403
Validation loss = 0.011296386830508709
Validation loss = 0.011454070918262005
Validation loss = 0.011194074526429176
Validation loss = 0.01144249178469181
Validation loss = 0.01121622882783413
Validation loss = 0.011148953810334206
Validation loss = 0.011968700215220451
Validation loss = 0.012102609500288963
Validation loss = 0.01089652068912983
Validation loss = 0.012230305932462215
Validation loss = 0.011114242486655712
Validation loss = 0.011637544259428978
Validation loss = 0.011407794430851936
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.877854255435377
Path 1 | total_timesteps 8.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.87743063141796
Path 2 | total_timesteps 17.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.877771709448389
Path 3 | total_timesteps 34.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.877566622979467
Path 4 | total_timesteps 46.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.877143169160206
Path 5 | total_timesteps 55.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.876829001965495
Path 6 | total_timesteps 66.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.876514903373732
Path 7 | total_timesteps 73.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.876528384279476
Path 8 | total_timesteps 84.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.87686933740858
Path 9 | total_timesteps 98.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.876882776686314
Path 10 | total_timesteps 108.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.876677943904834
Path 11 | total_timesteps 118.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.876800523788738
Path 12 | total_timesteps 132.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.87746863066012
Path 13 | total_timesteps 154.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.877045603316605
Path 14 | total_timesteps 161.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.876840842151195
Path 15 | total_timesteps 176.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.87630890052356
Path 16 | total_timesteps 183.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.87610426436907
Path 17 | total_timesteps 194.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.875790621592149
Path 18 | total_timesteps 203.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.876131283393304
Path 19 | total_timesteps 216.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.876035761011774
Path 20 | total_timesteps 225.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.875831243867873
Path 21 | total_timesteps 235.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.876498800959233
Path 22 | total_timesteps 257.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.876512261580382
Path 23 | total_timesteps 270.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.876198779424586
Path 24 | total_timesteps 277.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.876212269804947
Path 25 | total_timesteps 287.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.876770538243626
Path 26 | total_timesteps 302.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.87656607473581
Path 27 | total_timesteps 311.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.876252723311547
Path 28 | total_timesteps 322.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.876048360745017
Path 29 | total_timesteps 331.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.875844042692224
Path 30 | total_timesteps 342.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.875639769138626
Path 31 | total_timesteps 355.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.875871080139373
Path 32 | total_timesteps 371.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.876428960261295
Path 33 | total_timesteps 389.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.876768996298715
Path 34 | total_timesteps 405.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.876455861543485
Path 35 | total_timesteps 417.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.875816282107095
Path 36 | total_timesteps 427.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.87539449341604
Path 37 | total_timesteps 436.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.87519042437432
Path 38 | total_timesteps 447.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.874551191382874
Path 39 | total_timesteps 455.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.874129677980854
Path 40 | total_timesteps 466.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.873817034700316
Path 41 | total_timesteps 475.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.874483358712203
Path 42 | total_timesteps 492.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.874388254486133
Path 43 | total_timesteps 502.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.874293170943888
Path 44 | total_timesteps 512.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.874524301402632
Path 45 | total_timesteps 527.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.87432050445749
Path 46 | total_timesteps 538.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.874008044352648
Path 47 | total_timesteps 545.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.873913043478261
Path 48 | total_timesteps 560.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.873926747092707
Path 49 | total_timesteps 571.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.873723103673115
Path 50 | total_timesteps 580.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.874062805606867
Path 51 | total_timesteps 594.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.874293785310735
Path 52 | total_timesteps 610.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.87398153177621
Path 53 | total_timesteps 619.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.873669346078644
Path 54 | total_timesteps 629.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.873357228195937
Path 55 | total_timesteps 640.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.873696785403997
Path 56 | total_timesteps 655.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.873710500597241
Path 57 | total_timesteps 665.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.874049945711183
Path 58 | total_timesteps 680.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.874715014656388
Path 59 | total_timesteps 701.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.874185844550587
Path 60 | total_timesteps 708.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.873765331596656
Path 61 | total_timesteps 715.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.874213153896244
Path 62 | total_timesteps 732.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.874009766684754
Path 63 | total_timesteps 742.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.873697916666666
Path 64 | total_timesteps 751.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.873494629488988
Path 65 | total_timesteps 762.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.873833803428075
Path 66 | total_timesteps 777.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.873847488881658
Path 67 | total_timesteps 787.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.873427331887202
Path 68 | total_timesteps 794.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.873983298991433
Path 69 | total_timesteps 810.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.873563218390805
Path 70 | total_timesteps 818.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.873685351837796
Path 71 | total_timesteps 832.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.873265394622724
Path 72 | total_timesteps 840.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.873062330623306
Path 73 | total_timesteps 850.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.87340125731628
Path 74 | total_timesteps 864.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.874281998482713
Path 75 | total_timesteps 885.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.87397052449068
Path 76 | total_timesteps 894.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.87420088850363
Path 77 | total_timesteps 909.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.874431202600217
Path 78 | total_timesteps 926.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.874444805546528
Path 79 | total_timesteps 937.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.875
Path 80 | total_timesteps 954.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.875555074190403
Path 81 | total_timesteps 974.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.875135369287417
Path 82 | total_timesteps 982.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.875257173795344
Path 83 | total_timesteps 999.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.874945864010394
Path 84 | total_timesteps 1008.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.874851142145719
Path 85 | total_timesteps 1018.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.87432344663347
Path 86 | total_timesteps 1028.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.87390410217556
Path 87 | total_timesteps 1036.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.874675324675325
Path 88 | total_timesteps 1057.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.874580673087328
Path 89 | total_timesteps 1069.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.874486041982255
Path 90 | total_timesteps 1080.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.874607811316672
Path 91 | total_timesteps 1095.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.874945910861099
Path 92 | total_timesteps 1112.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.874418604651163
Path 93 | total_timesteps 1121.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.874648496647199
Path 94 | total_timesteps 1138.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.874445766194441
Path 95 | total_timesteps 1147.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.874351211072664
Path 96 | total_timesteps 1157.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.874040436803979
Path 97 | total_timesteps 1167.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.874594594594594
Path 98 | total_timesteps 1186.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.87460815047022
Path 99 | total_timesteps 1204.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.875054042369218
Path 100 | total_timesteps 1219.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.87495947260348
Path 101 | total_timesteps 1228.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.874432677760968
Path 102 | total_timesteps 1237.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.874230145867099
Path 103 | total_timesteps 1247.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.87413569576491
Path 104 | total_timesteps 1261.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.874149292427353
Path 105 | total_timesteps 1272.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.874162886152517
Path 106 | total_timesteps 1283.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.87406847391727
Path 107 | total_timesteps 1292.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.874082073434126
Path 108 | total_timesteps 1304.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.873879710614405
Path 109 | total_timesteps 1317.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.873461455409199
Path 110 | total_timesteps 1325.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.873475116053115
Path 111 | total_timesteps 1336.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.87316493955095
Path 112 | total_timesteps 1343.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.873070696168375
Path 113 | total_timesteps 1354.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.873516080293546
Path 114 | total_timesteps 1372.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.873098089996763
Path 115 | total_timesteps 1379.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.872895986189038
Path 116 | total_timesteps 1389.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.872909698996656
Path 117 | total_timesteps 1402.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.873247033441208
Path 118 | total_timesteps 1416.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.87304497896667
Path 119 | total_timesteps 1427.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.872735116479724
Path 120 | total_timesteps 1435.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.872209640892915
Path 121 | total_timesteps 1442.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.872223420314858
Path 122 | total_timesteps 1452.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.872021563342319
Path 123 | total_timesteps 1463.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.872250970245796
Path 124 | total_timesteps 1477.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.872911501563005
Path 125 | total_timesteps 1497.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.872278508299203
Path 126 | total_timesteps 1505.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.872615583575817
Path 127 | total_timesteps 1519.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.872629310344827
Path 128 | total_timesteps 1530.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.872427540135762
Path 129 | total_timesteps 1539.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.873303167420815
Path 130 | total_timesteps 1560.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.872562749111278
Path 131 | total_timesteps 1567.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.872253339077984
Path 132 | total_timesteps 1575.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.871943995691977
Path 133 | total_timesteps 1582.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.871850096920095
Path 134 | total_timesteps 1591.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.871863895768278
Path 135 | total_timesteps 1602.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.871770025839794
Path 136 | total_timesteps 1614.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.871999138766283
Path 137 | total_timesteps 1629.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.871367061356297
Path 138 | total_timesteps 1636.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.871165644171779
Path 139 | total_timesteps 1646.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.871071889797676
Path 140 | total_timesteps 1658.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.87097815560099
Path 141 | total_timesteps 1668.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.870561652679148
Path 142 | total_timesteps 1676.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.871005917159763
Path 143 | total_timesteps 1695.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.871019793459553
Path 144 | total_timesteps 1708.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.87135635151124
Path 145 | total_timesteps 1722.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.87072488707249
Path 146 | total_timesteps 1730.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.870738789117109
Path 147 | total_timesteps 1741.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.870430107526882
Path 148 | total_timesteps 1749.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.870013976991721
Path 149 | total_timesteps 1757.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.87035046226618
Path 150 | total_timesteps 1774.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.870686875201548
Path 151 | total_timesteps 1789.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.870593293207223
Path 152 | total_timesteps 1800.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.870822138635143
Path 153 | total_timesteps 1813.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.870943477326456
Path 154 | total_timesteps 1828.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.870420113892768
Path 155 | total_timesteps 1835.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.87086377309841
Path 156 | total_timesteps 1852.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.870877645289506
Path 157 | total_timesteps 1864.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.870676691729324
Path 158 | total_timesteps 1873.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.871120180431747
Path 159 | total_timesteps 1890.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.870919243986254
Path 160 | total_timesteps 1900.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.871255234618275
Path 161 | total_timesteps 1916.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.871054326819841
Path 162 | total_timesteps 1930.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.871068169618894
Path 163 | total_timesteps 1944.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.87065264061829
Path 164 | total_timesteps 1951.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.8704518621874
Path 165 | total_timesteps 1959.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.870251126851256
Path 166 | total_timesteps 1969.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.870157742247022
Path 167 | total_timesteps 1984.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.869957081545065
Path 168 | total_timesteps 1997.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.869863748524837
Path 169 | total_timesteps 2008.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.86934134305943
Path 170 | total_timesteps 2017.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.869355357717472
Path 171 | total_timesteps 2031.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.868833118833118
Path 172 | total_timesteps 2038.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.86906166219839
Path 173 | total_timesteps 2052.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.868754021016512
Path 174 | total_timesteps 2061.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.868768092634287
Path 175 | total_timesteps 2074.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.869318181818182
Path 176 | total_timesteps 2090.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86901061206989
Path 177 | total_timesteps 2098.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.870203644158629
Path 178 | total_timesteps 2124.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.870110384739043
Path 179 | total_timesteps 2135.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.870552936133734
Path 180 | total_timesteps 2151.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.870245365905925
Path 181 | total_timesteps 2161.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.870152131990572
Path 182 | total_timesteps 2172.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.869630423138725
Path 183 | total_timesteps 2180.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.869215938303341
Path 184 | total_timesteps 2188.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.86955124772411
Path 185 | total_timesteps 2204.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.869243949453844
Path 186 | total_timesteps 2216.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.869150872684441
Path 187 | total_timesteps 2227.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.86916488222698
Path 188 | total_timesteps 2241.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.868857724012418
Path 189 | total_timesteps 2251.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.868550631556412
Path 190 | total_timesteps 2261.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.869099860858396
Path 191 | total_timesteps 2276.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.868792808219178
Path 192 | total_timesteps 2285.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.868592830390583
Path 193 | total_timesteps 2297.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.868606890648406
Path 194 | total_timesteps 2309.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.8681930031026
Path 195 | total_timesteps 2316.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.867993153615746
Path 196 | total_timesteps 2328.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.868114236816773
Path 197 | total_timesteps 2340.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.867700534759358
Path 198 | total_timesteps 2351.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.86846326596086
Path 199 | total_timesteps 2368.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.867835757057314
Path 200 | total_timesteps 2375.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.867422217470331
Path 201 | total_timesteps 2383.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.867008766303186
Path 202 | total_timesteps 2393.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.867343666488509
Path 203 | total_timesteps 2409.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.86767849508337
Path 204 | total_timesteps 2425.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.868120123971359
Path 205 | total_timesteps 2441.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.868134216712972
Path 206 | total_timesteps 2453.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.868148306442997
Path 207 | total_timesteps 2466.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.868269230769231
Path 208 | total_timesteps 2479.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.867962824484563
Path 209 | total_timesteps 2492.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.8684041871395
Path 210 | total_timesteps 2513.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.868204635266475
Path 211 | total_timesteps 2522.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.868005126014523
Path 212 | total_timesteps 2533.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.867805659369994
Path 213 | total_timesteps 2545.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.867392696989109
Path 214 | total_timesteps 2553.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.867086580548735
Path 215 | total_timesteps 2561.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.867634500426986
Path 216 | total_timesteps 2582.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.867968833386701
Path 217 | total_timesteps 2596.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.867769477054429
Path 218 | total_timesteps 2605.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.867463451072458
Path 219 | total_timesteps 2614.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.867050789586001
Path 220 | total_timesteps 2621.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866958284434013
Path 221 | total_timesteps 2631.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.866759120972905
Path 222 | total_timesteps 2641.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866666666666667
Path 223 | total_timesteps 2654.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.866254266211604
Path 224 | total_timesteps 2661.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.867121680708115
Path 225 | total_timesteps 2682.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.866922584772873
Path 226 | total_timesteps 2691.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.866403667768418
Path 227 | total_timesteps 2698.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.866204690831557
Path 228 | total_timesteps 2711.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865899157872295
Path 229 | total_timesteps 2719.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.86548710296312
Path 230 | total_timesteps 2728.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.865501438772247
Path 231 | total_timesteps 2744.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865409207161125
Path 232 | total_timesteps 2759.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86510388918487
Path 233 | total_timesteps 2767.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86479863626678
Path 234 | total_timesteps 2778.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.864599978693938
Path 235 | total_timesteps 2786.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.864507882403068
Path 236 | total_timesteps 2800.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86420279049952
Path 237 | total_timesteps 2807.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.86496272630458
Path 238 | total_timesteps 2828.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86465765094239
Path 239 | total_timesteps 2839.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864352640545144
Path 240 | total_timesteps 2848.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86404769509209
Path 241 | total_timesteps 2857.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.863955716414733
Path 242 | total_timesteps 2867.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.865034592868547
Path 243 | total_timesteps 2900.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864729672200937
Path 244 | total_timesteps 2910.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864424816430775
Path 245 | total_timesteps 2922.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.864864864864865
Path 246 | total_timesteps 2938.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864560059580807
Path 247 | total_timesteps 2946.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.86436170212766
Path 248 | total_timesteps 2956.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.864269758536325
Path 249 | total_timesteps 2967.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.863646032758988
Path 250 | total_timesteps 2973.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.863128788684463
Path 251 | total_timesteps 2980.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.863143343258187
Path 252 | total_timesteps 2992.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.863157894736842
Path 253 | total_timesteps 3008.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.863172443121412
Path 254 | total_timesteps 3022.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.863824811310726
Path 255 | total_timesteps 3040.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.863945578231293
Path 256 | total_timesteps 3052.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.86385375704113
Path 257 | total_timesteps 3061.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.864399574920297
Path 258 | total_timesteps 3078.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.8638826904686
Path 259 | total_timesteps 3087.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.864003399915003
Path 260 | total_timesteps 3102.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.864442791883565
Path 261 | total_timesteps 3117.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.865519439133205
Path 262 | total_timesteps 3143.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865215082315453
Path 263 | total_timesteps 3151.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.865972812234494
Path 264 | total_timesteps 3171.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865668471912498
Path 265 | total_timesteps 3180.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865364196220003
Path 266 | total_timesteps 3189.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.865484658668649
Path 267 | total_timesteps 3201.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.866454352441613
Path 268 | total_timesteps 3224.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.866150090223968
Path 269 | total_timesteps 3233.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.866164296327744
Path 270 | total_timesteps 3244.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.865966252785737
Path 271 | total_timesteps 3254.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865662139219015
Path 272 | total_timesteps 3261.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.865145888594164
Path 273 | total_timesteps 3270.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.865478463823466
Path 274 | total_timesteps 3284.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.8651744987801
Path 275 | total_timesteps 3293.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864870598218074
Path 276 | total_timesteps 3303.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.86615759889702
Path 277 | total_timesteps 3329.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866065747613998
Path 278 | total_timesteps 3339.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.86607994910402
Path 279 | total_timesteps 3349.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.866412213740459
Path 280 | total_timesteps 3365.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.867698505247535
Path 281 | total_timesteps 3389.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.867394530421878
Path 282 | total_timesteps 3397.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.867620561738208
Path 283 | total_timesteps 3410.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.867316659601526
Path 284 | total_timesteps 3421.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.86690685599237
Path 285 | total_timesteps 3430.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.867132867132867
Path 286 | total_timesteps 3444.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.867358830384575
Path 287 | total_timesteps 3459.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.867055084745763
Path 288 | total_timesteps 3467.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.867281008367758
Path 289 | total_timesteps 3480.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.866765515780555
Path 290 | total_timesteps 3489.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.866567828020756
Path 291 | total_timesteps 3502.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.866581956797967
Path 292 | total_timesteps 3516.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.86638433033351
Path 293 | total_timesteps 3525.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.866080880796105
Path 294 | total_timesteps 3535.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865777495501217
Path 295 | total_timesteps 3545.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865474174428451
Path 296 | total_timesteps 3556.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865170917557414
Path 297 | total_timesteps 3564.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.864973544973545
Path 298 | total_timesteps 3578.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.865622685430113
Path 299 | total_timesteps 3597.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.865636902242912
Path 300 | total_timesteps 3608.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865545329525018
Path 301 | total_timesteps 3619.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.865348000846202
Path 302 | total_timesteps 3630.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.865679534637758
Path 303 | total_timesteps 3648.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865376480541455
Path 304 | total_timesteps 3657.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.865390715871841
Path 305 | total_timesteps 3671.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865299217593572
Path 306 | total_timesteps 3682.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.865630616344223
Path 307 | total_timesteps 3696.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.865433403805497
Path 308 | total_timesteps 3706.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.865024838811966
Path 309 | total_timesteps 3713.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.86556753329106
Path 310 | total_timesteps 3731.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865476064672936
Path 311 | total_timesteps 3744.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.865278951817414
Path 312 | total_timesteps 3754.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.866032752245113
Path 313 | total_timesteps 3773.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.865624339742235
Path 314 | total_timesteps 3781.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.866061054188233
Path 315 | total_timesteps 3798.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.865547106041403
Path 316 | total_timesteps 3807.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.865666913084803
Path 317 | total_timesteps 3821.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.865258711721225
Path 318 | total_timesteps 3831.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.86537852391511
Path 319 | total_timesteps 3846.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.86570945945946
Path 320 | total_timesteps 3861.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865406946057215
Path 321 | total_timesteps 3871.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.865948912814018
Path 322 | total_timesteps 3888.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865646437994723
Path 323 | total_timesteps 3898.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.865977205571971
Path 324 | total_timesteps 3913.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.86556927297668
Path 325 | total_timesteps 3920.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.865583456425407
Path 326 | total_timesteps 3933.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.865808629602279
Path 327 | total_timesteps 3951.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865506329113924
Path 328 | total_timesteps 3960.
number of affinization with epsilon = 3 is 27
average number of affinization = 8.867419048623564
Path 329 | total_timesteps 3990.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.867222105041131
Path 330 | total_timesteps 3999.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.867236106717284
Path 331 | total_timesteps 4012.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.867039223956137
Path 332 | total_timesteps 4027.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.867264101212442
Path 333 | total_timesteps 4043.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.867067257010332
Path 334 | total_timesteps 4053.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.86708126910509
Path 335 | total_timesteps 4065.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.867306070826308
Path 336 | total_timesteps 4080.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.866898514068922
Path 337 | total_timesteps 4089.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.867439409905163
Path 338 | total_timesteps 4105.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.868296280686966
Path 339 | total_timesteps 4124.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.869363674673409
Path 340 | total_timesteps 4149.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.869377436005477
Path 341 | total_timesteps 4161.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.868969875710976
Path 342 | total_timesteps 4170.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.868878357030015
Path 343 | total_timesteps 4180.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.870261162594776
Path 344 | total_timesteps 4206.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.869853637990945
Path 345 | total_timesteps 4216.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.869340913876606
Path 346 | total_timesteps 4225.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.868723023476155
Path 347 | total_timesteps 4232.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.868526315789474
Path 348 | total_timesteps 4241.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.868855909904221
Path 349 | total_timesteps 4257.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.868553988633971
Path 350 | total_timesteps 4264.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.86898874039777
Path 351 | total_timesteps 4279.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.868686868686869
Path 352 | total_timesteps 4288.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.868174644923725
Path 353 | total_timesteps 4295.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.868083315800547
Path 354 | total_timesteps 4306.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.868097191543074
Path 355 | total_timesteps 4318.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.868531762726125
Path 356 | total_timesteps 4333.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.867914607214217
Path 357 | total_timesteps 4340.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.867718191377497
Path 358 | total_timesteps 4350.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.867626958258858
Path 359 | total_timesteps 4359.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.867325483599664
Path 360 | total_timesteps 4367.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.867339430253338
Path 361 | total_timesteps 4378.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.866827832667648
Path 362 | total_timesteps 4387.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.86736731476616
Path 363 | total_timesteps 4408.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.866855821773855
Path 364 | total_timesteps 4416.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866764736786802
Path 365 | total_timesteps 4427.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.866253414582896
Path 366 | total_timesteps 4440.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.866477571173442
Path 367 | total_timesteps 4455.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.86670168067227
Path 368 | total_timesteps 4470.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.86619052620523
Path 369 | total_timesteps 4477.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865889519008611
Path 370 | total_timesteps 4485.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.866533655360705
Path 371 | total_timesteps 4503.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.86654766904662
Path 372 | total_timesteps 4514.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866456692913387
Path 373 | total_timesteps 4524.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866575687591855
Path 374 | total_timesteps 4537.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866694657289807
Path 375 | total_timesteps 4551.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.866393786733838
Path 376 | total_timesteps 4563.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.865883093713926
Path 377 | total_timesteps 4573.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.865372507869884
Path 378 | total_timesteps 4580.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.864966949952786
Path 379 | total_timesteps 4587.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.864456567352077
Path 380 | total_timesteps 4595.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864156089373754
Path 381 | total_timesteps 4604.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864170337738619
Path 382 | total_timesteps 4615.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.864604090194023
Path 383 | total_timesteps 4634.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.864093959731544
Path 384 | total_timesteps 4642.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864108210128972
Path 385 | total_timesteps 4655.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.864332145103795
Path 386 | total_timesteps 4671.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863927036376978
Path 387 | total_timesteps 4682.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.864465408805032
Path 388 | total_timesteps 4699.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.865213290011528
Path 389 | total_timesteps 4718.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.865751414797737
Path 390 | total_timesteps 4736.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.866079849104056
Path 391 | total_timesteps 4752.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.866303436714166
Path 392 | total_timesteps 4766.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.866317443687795
Path 393 | total_timesteps 4776.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.867169495076471
Path 394 | total_timesteps 4800.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.866659683670262
Path 395 | total_timesteps 4808.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866778382907416
Path 396 | total_timesteps 4822.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.866268719237617
Path 397 | total_timesteps 4829.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.866073298429319
Path 398 | total_timesteps 4840.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.86587791854256
Path 399 | total_timesteps 4849.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865577889447236
Path 400 | total_timesteps 4857.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.865696639799015
Path 401 | total_timesteps 4871.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.865292024283022
Path 402 | total_timesteps 4877.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.866248037676609
Path 403 | total_timesteps 4901.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865948095437421
Path 404 | total_timesteps 4908.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.865438945275715
Path 405 | total_timesteps 4917.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.865557648043524
Path 406 | total_timesteps 4932.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.865885552882101
Path 407 | total_timesteps 4949.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865585774058577
Path 408 | total_timesteps 4960.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.866122790503086
Path 409 | total_timesteps 4978.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.86613679146622
Path 410 | total_timesteps 4991.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.865941650109798
Path 411 | total_timesteps 5002.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86564199079883
Path 412 | total_timesteps 5012.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.865028750653424
Path 413 | total_timesteps 5020.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864729249425046
Path 414 | total_timesteps 5029.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.865161492630918
Path 415 | total_timesteps 5046.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86486204013378
Path 416 | total_timesteps 5054.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.864667154352597
Path 417 | total_timesteps 5063.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.864890282131661
Path 418 | total_timesteps 5078.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.864486469543412
Path 419 | total_timesteps 5086.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.864709569577936
Path 420 | total_timesteps 5100.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.864305860231902
Path 421 | total_timesteps 5109.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.864633382076457
Path 422 | total_timesteps 5126.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.864229765013055
Path 423 | total_timesteps 5137.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.864452798663326
Path 424 | total_timesteps 5153.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.863944867912707
Path 425 | total_timesteps 5163.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.863228231363541
Path 426 | total_timesteps 5172.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.86324250965654
Path 427 | total_timesteps 5184.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.863152400835073
Path 428 | total_timesteps 5195.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.862957937584802
Path 429 | total_timesteps 5204.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.863285326654143
Path 430 | total_timesteps 5220.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.862569132839402
Path 431 | total_timesteps 5228.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.862374791318866
Path 432 | total_timesteps 5239.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.861658841940532
Path 433 | total_timesteps 5246.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.862090548716878
Path 434 | total_timesteps 5260.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.861687702096589
Path 435 | total_timesteps 5267.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.861910721735503
Path 436 | total_timesteps 5285.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.861820836375013
Path 437 | total_timesteps 5295.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.861522419186652
Path 438 | total_timesteps 5303.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.862370972786987
Path 439 | total_timesteps 5323.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.862489574645538
Path 440 | total_timesteps 5337.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86219118106953
Path 441 | total_timesteps 5348.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.862101313320826
Path 442 | total_timesteps 5360.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.861803022407504
Path 443 | total_timesteps 5369.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.861296373488953
Path 444 | total_timesteps 5380.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.861102427842035
Path 445 | total_timesteps 5389.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.861533652844342
Path 446 | total_timesteps 5409.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.861860610480258
Path 447 | total_timesteps 5426.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.861666666666666
Path 448 | total_timesteps 5436.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.862097698156441
Path 449 | total_timesteps 5455.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.8623203499271
Path 450 | total_timesteps 5472.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.862334687076956
Path 451 | total_timesteps 5484.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.862140774677219
Path 452 | total_timesteps 5493.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.862051015096304
Path 453 | total_timesteps 5506.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.862169477409951
Path 454 | total_timesteps 5519.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.861871551993339
Path 455 | total_timesteps 5530.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.861677768526228
Path 456 | total_timesteps 5542.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.861275887189093
Path 457 | total_timesteps 5551.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.86108220603538
Path 458 | total_timesteps 5564.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.860576422848819
Path 459 | total_timesteps 5572.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.860486891385769
Path 460 | total_timesteps 5583.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.860293352751482
Path 461 | total_timesteps 5592.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.860203869357187
Path 462 | total_timesteps 5602.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.85990639625585
Path 463 | total_timesteps 5613.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.860232945091514
Path 464 | total_timesteps 5633.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.8607673910783
Path 465 | total_timesteps 5650.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.86098981077147
Path 466 | total_timesteps 5665.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.862459715147105
Path 467 | total_timesteps 5693.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.862474012474012
Path 468 | total_timesteps 5705.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.862384367529362
Path 469 | total_timesteps 5719.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.863230097692787
Path 470 | total_timesteps 5740.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.863971734386366
Path 471 | total_timesteps 5758.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.864609310058189
Path 472 | total_timesteps 5775.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864623376623376
Path 473 | total_timesteps 5788.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.86484521088718
Path 474 | total_timesteps 5806.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.864755375506387
Path 475 | total_timesteps 5819.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864457831325302
Path 476 | total_timesteps 5826.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.864368054834355
Path 477 | total_timesteps 5838.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.864278296988576
Path 478 | total_timesteps 5847.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864292389160005
Path 479 | total_timesteps 5857.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.864721760797343
Path 480 | total_timesteps 5877.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.864528184366241
Path 481 | total_timesteps 5886.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.865061241436578
Path 482 | total_timesteps 5904.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.865490399584846
Path 483 | total_timesteps 5920.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.865608136156082
Path 484 | total_timesteps 5934.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.866244681954965
Path 485 | total_timesteps 5952.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866362315833161
Path 486 | total_timesteps 5966.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.865857454092748
Path 487 | total_timesteps 5972.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865560165975104
Path 488 | total_timesteps 5982.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865470386889326
Path 489 | total_timesteps 5995.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865173200580792
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.09    |
| Iteration     | 19       |
| MaximumReturn | 7.58     |
| MinimumReturn | -18.9    |
| TotalSamples  | 84105    |
----------------------------
itr #20 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.012129618786275387
Validation loss = 0.011989130638539791
Validation loss = 0.012298600748181343
Validation loss = 0.011499233543872833
Validation loss = 0.011410688981413841
Validation loss = 0.011669053696095943
Validation loss = 0.01181382779031992
Validation loss = 0.012235881760716438
Validation loss = 0.011541081592440605
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.01148061640560627
Validation loss = 0.011322741396725178
Validation loss = 0.011309139430522919
Validation loss = 0.011699847877025604
Validation loss = 0.011291304603219032
Validation loss = 0.011372445151209831
Validation loss = 0.011323791928589344
Validation loss = 0.010939792729914188
Validation loss = 0.011665678583085537
Validation loss = 0.011774403974413872
Validation loss = 0.01112411916255951
Validation loss = 0.011631607078015804
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864876075909986
Path 1 | total_timesteps 10.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864579012857735
Path 2 | total_timesteps 21.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.865007776049767
Path 3 | total_timesteps 38.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.865851130002074
Path 4 | total_timesteps 60.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.866279672437027
Path 5 | total_timesteps 76.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.86629353233831
Path 6 | total_timesteps 86.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.867032853145403
Path 7 | total_timesteps 105.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.867253886010364
Path 8 | total_timesteps 117.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.8668531758367
Path 9 | total_timesteps 126.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.867281392457521
Path 10 | total_timesteps 144.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.867398736144203
Path 11 | total_timesteps 155.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.868033975554175
Path 12 | total_timesteps 174.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.868254790264112
Path 13 | total_timesteps 194.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.868061309030654
Path 14 | total_timesteps 205.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.8675572123848
Path 15 | total_timesteps 212.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.867674466763305
Path 16 | total_timesteps 225.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.867377575318356
Path 17 | total_timesteps 236.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.866977225672878
Path 18 | total_timesteps 244.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.866990994721043
Path 19 | total_timesteps 255.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.867418753881184
Path 20 | total_timesteps 272.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.867742936976095
Path 21 | total_timesteps 289.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86744619205298
Path 22 | total_timesteps 298.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.867563372995344
Path 23 | total_timesteps 309.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.867266708048831
Path 24 | total_timesteps 318.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.866970104479156
Path 25 | total_timesteps 327.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866880430285478
Path 26 | total_timesteps 337.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.867204467887062
Path 27 | total_timesteps 354.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.867114788004136
Path 28 | total_timesteps 368.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.86692172474408
Path 29 | total_timesteps 380.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.867038875103392
Path 30 | total_timesteps 394.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.86684585960922
Path 31 | total_timesteps 404.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.86706636344842
Path 32 | total_timesteps 417.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.866666666666667
Path 33 | total_timesteps 424.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.86657709797437
Path 34 | total_timesteps 438.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.866074196548517
Path 35 | total_timesteps 447.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.86598470758421
Path 36 | total_timesteps 458.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.866618452319454
Path 37 | total_timesteps 475.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.866219008264462
Path 38 | total_timesteps 483.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.86581964673071
Path 39 | total_timesteps 491.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865730221028713
Path 40 | total_timesteps 506.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865434266239802
Path 41 | total_timesteps 515.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.865035109458901
Path 42 | total_timesteps 523.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.864842540010326
Path 43 | total_timesteps 533.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864856493908734
Path 44 | total_timesteps 549.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.864354289253638
Path 45 | total_timesteps 555.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.864265070189926
Path 46 | total_timesteps 565.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.864072659717205
Path 47 | total_timesteps 574.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863673890608876
Path 48 | total_timesteps 583.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.863584769373645
Path 49 | total_timesteps 593.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.864114733801072
Path 50 | total_timesteps 615.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86381925100588
Path 51 | total_timesteps 623.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.864658551681453
Path 52 | total_timesteps 649.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.865085095410006
Path 53 | total_timesteps 665.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.865099009900991
Path 54 | total_timesteps 676.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.865525420233062
Path 55 | total_timesteps 695.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865436172406682
Path 56 | total_timesteps 705.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865140736158367
Path 57 | total_timesteps 714.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.865154639175257
Path 58 | total_timesteps 725.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.864653128543448
Path 59 | total_timesteps 733.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864667078952793
Path 60 | total_timesteps 747.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864371843759661
Path 61 | total_timesteps 757.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.864488870568838
Path 62 | total_timesteps 771.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.863987635239567
Path 63 | total_timesteps 780.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.863898619410675
Path 64 | total_timesteps 789.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.86442773256413
Path 65 | total_timesteps 809.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864441697569015
Path 66 | total_timesteps 822.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.864764651354413
Path 67 | total_timesteps 836.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.865808444902163
Path 68 | total_timesteps 858.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.866234167438988
Path 69 | total_timesteps 879.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865939044481054
Path 70 | total_timesteps 889.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865643982291774
Path 71 | total_timesteps 901.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865348980852378
Path 72 | total_timesteps 909.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.866289243437983
Path 73 | total_timesteps 934.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.866920543433512
Path 74 | total_timesteps 956.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.867140063805701
Path 75 | total_timesteps 970.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.866845029841532
Path 76 | total_timesteps 980.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.866858730322049
Path 77 | total_timesteps 991.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866975308641976
Path 78 | total_timesteps 1009.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.866577512601584
Path 79 | total_timesteps 1017.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866488376877186
Path 80 | total_timesteps 1028.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.86609071274298
Path 81 | total_timesteps 1036.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.86641299876594
Path 82 | total_timesteps 1052.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.866426735218509
Path 83 | total_timesteps 1067.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.866234834464322
Path 84 | total_timesteps 1077.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866351393029712
Path 85 | total_timesteps 1090.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.866056743421053
Path 86 | total_timesteps 1101.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.866070510843869
Path 87 | total_timesteps 1116.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865775950668038
Path 88 | total_timesteps 1127.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.866611859007296
Path 89 | total_timesteps 1152.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.86652281134402
Path 90 | total_timesteps 1162.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.86674201171273
Path 91 | total_timesteps 1178.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.86624203821656
Path 92 | total_timesteps 1185.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.865844889573703
Path 93 | total_timesteps 1193.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.86544782251438
Path 94 | total_timesteps 1202.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865153538050734
Path 95 | total_timesteps 1212.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865064695009242
Path 96 | total_timesteps 1222.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.864462470479515
Path 97 | total_timesteps 1229.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.863860369609856
Path 98 | total_timesteps 1238.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.86428498100811
Path 99 | total_timesteps 1257.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.86409361527407
Path 100 | total_timesteps 1268.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.86400492661398
Path 101 | total_timesteps 1282.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.863813628899836
Path 102 | total_timesteps 1293.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.86341713699333
Path 103 | total_timesteps 1301.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.863225938846707
Path 104 | total_timesteps 1311.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.863137375602749
Path 105 | total_timesteps 1322.
number of affinization with epsilon = 3 is 25
average number of affinization = 8.864792778005745
Path 106 | total_timesteps 1350.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.864601497589497
Path 107 | total_timesteps 1361.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.863897435897435
Path 108 | total_timesteps 1367.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.864116500871706
Path 109 | total_timesteps 1381.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.863822805578343
Path 110 | total_timesteps 1389.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.863939300727981
Path 111 | total_timesteps 1402.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.864670904244413
Path 112 | total_timesteps 1420.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.864787288569964
Path 113 | total_timesteps 1433.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.864391143911439
Path 114 | total_timesteps 1440.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.864712514092446
Path 115 | total_timesteps 1457.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.864521418323427
Path 116 | total_timesteps 1470.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864535300748027
Path 117 | total_timesteps 1483.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.864139344262295
Path 118 | total_timesteps 1491.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.863948365946111
Path 119 | total_timesteps 1500.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.863757426756813
Path 120 | total_timesteps 1510.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.863873809279934
Path 121 | total_timesteps 1525.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.864092585006144
Path 122 | total_timesteps 1541.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.86410650281618
Path 123 | total_timesteps 1553.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863710833503994
Path 124 | total_timesteps 1562.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.863724787549913
Path 125 | total_timesteps 1573.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.863841113841113
Path 126 | total_timesteps 1584.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.864981062544784
Path 127 | total_timesteps 1611.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.864585465711361
Path 128 | total_timesteps 1619.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.86439463719169
Path 129 | total_timesteps 1630.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.864203847728204
Path 130 | total_timesteps 1643.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.864320065486545
Path 131 | total_timesteps 1658.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.864743196234908
Path 132 | total_timesteps 1677.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.864961636828644
Path 133 | total_timesteps 1690.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864975450081833
Path 134 | total_timesteps 1700.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.864375575329856
Path 135 | total_timesteps 1708.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.865514420126816
Path 136 | total_timesteps 1732.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.865528172614788
Path 137 | total_timesteps 1742.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.866155419222904
Path 138 | total_timesteps 1761.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.866169103363664
Path 139 | total_timesteps 1771.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866080556123492
Path 140 | total_timesteps 1783.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.866605335786568
Path 141 | total_timesteps 1803.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866721177432543
Path 142 | total_timesteps 1814.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866836995401124
Path 143 | total_timesteps 1826.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.866237482117311
Path 144 | total_timesteps 1834.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.865842444058444
Path 145 | total_timesteps 1845.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.86646914589293
Path 146 | total_timesteps 1865.
number of affinization with epsilon = 3 is 1
average number of affinization = 8.86566554295638
Path 147 | total_timesteps 1872.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.866292134831461
Path 148 | total_timesteps 1895.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.865897252578899
Path 149 | total_timesteps 1902.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866013071895425
Path 150 | total_timesteps 1916.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.866026753803737
Path 151 | total_timesteps 1929.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.865836226260976
Path 152 | total_timesteps 1939.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.866156202143952
Path 153 | total_timesteps 1955.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866067782768477
Path 154 | total_timesteps 1967.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.866081453506176
Path 155 | total_timesteps 1979.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865993059808124
Path 156 | total_timesteps 1994.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.865802632921726
Path 157 | total_timesteps 2004.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865510204081632
Path 158 | total_timesteps 2014.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865217834914805
Path 159 | total_timesteps 2026.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865129565394817
Path 160 | total_timesteps 2036.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.865245333061308
Path 161 | total_timesteps 2049.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864953080375358
Path 162 | total_timesteps 2062.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.864660887302398
Path 163 | total_timesteps 2071.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86436875382419
Path 164 | total_timesteps 2080.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.86397471194045
Path 165 | total_timesteps 2088.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.86358075040783
Path 166 | total_timesteps 2095.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.863594657967173
Path 167 | total_timesteps 2107.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.8638124362895
Path 168 | total_timesteps 2121.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.86392824380797
Path 169 | total_timesteps 2134.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863534447615166
Path 170 | total_timesteps 2143.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863140731682462
Path 171 | total_timesteps 2153.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.863154676992052
Path 172 | total_timesteps 2164.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.86286296484972
Path 173 | total_timesteps 2176.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.862775061124694
Path 174 | total_timesteps 2187.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.863603952327596
Path 175 | total_timesteps 2209.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.863719698512936
Path 176 | total_timesteps 2223.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.863937264487218
Path 177 | total_timesteps 2238.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.863849287169042
Path 178 | total_timesteps 2250.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.86376132776703
Path 179 | total_timesteps 2264.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.863978823050296
Path 180 | total_timesteps 2280.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863585462689606
Path 181 | total_timesteps 2292.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.863293973941367
Path 182 | total_timesteps 2302.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.863002544529262
Path 183 | total_timesteps 2310.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.86352534093222
Path 184 | total_timesteps 2326.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.863742749567518
Path 185 | total_timesteps 2346.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.864163614163614
Path 186 | total_timesteps 2362.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.864279173873232
Path 187 | total_timesteps 2373.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864292980671413
Path 188 | total_timesteps 2383.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.865323975180551
Path 189 | total_timesteps 2405.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.865642799023597
Path 190 | total_timesteps 2420.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865351367842978
Path 191 | total_timesteps 2428.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.865365059995932
Path 192 | total_timesteps 2439.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.86568378240976
Path 193 | total_timesteps 2455.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.86569743798292
Path 194 | total_timesteps 2469.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.865406119751956
Path 195 | total_timesteps 2479.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.865928034153283
Path 196 | total_timesteps 2500.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866043297083037
Path 197 | total_timesteps 2516.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.865650406504065
Path 198 | total_timesteps 2524.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865562442841174
Path 199 | total_timesteps 2534.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.865372891688681
Path 200 | total_timesteps 2545.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.865183379051102
Path 201 | total_timesteps 2554.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.8649939049167
Path 202 | total_timesteps 2567.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.864499746063991
Path 203 | total_timesteps 2575.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.864411943936624
Path 204 | total_timesteps 2587.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.86391794455164
Path 205 | total_timesteps 2594.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.863830219333876
Path 206 | total_timesteps 2603.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.863539445628998
Path 207 | total_timesteps 2611.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.863451776649747
Path 208 | total_timesteps 2621.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.863871688153488
Path 209 | total_timesteps 2638.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863479496548925
Path 210 | total_timesteps 2647.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.863696336141277
Path 211 | total_timesteps 2660.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.863811650091334
Path 212 | total_timesteps 2671.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.863521055301877
Path 213 | total_timesteps 2681.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863129058441558
Path 214 | total_timesteps 2692.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.862635690372324
Path 215 | total_timesteps 2699.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.863461148305944
Path 216 | total_timesteps 2722.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.863474997464246
Path 217 | total_timesteps 2735.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.863387423935091
Path 218 | total_timesteps 2748.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.863908325727614
Path 219 | total_timesteps 2766.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.863719326708578
Path 220 | total_timesteps 2774.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.864240089222346
Path 221 | total_timesteps 2791.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863848337388484
Path 222 | total_timesteps 2800.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.864166244298023
Path 223 | total_timesteps 2815.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.863673221163593
Path 224 | total_timesteps 2822.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863281645890341
Path 225 | total_timesteps 2832.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.862991487636807
Path 226 | total_timesteps 2844.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.863005370351607
Path 227 | total_timesteps 2857.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.862512664640324
Path 228 | total_timesteps 2866.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.862729206767298
Path 229 | total_timesteps 2881.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.863756077795786
Path 230 | total_timesteps 2904.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.86397245011648
Path 231 | total_timesteps 2920.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.864087502531902
Path 232 | total_timesteps 2933.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.863898734177216
Path 233 | total_timesteps 2943.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.863406237343053
Path 234 | total_timesteps 2951.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863015085552293
Path 235 | total_timesteps 2959.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.862927718161572
Path 236 | total_timesteps 2969.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.862941593278672
Path 237 | total_timesteps 2981.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.862854251012147
Path 238 | total_timesteps 2993.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.862969335087541
Path 239 | total_timesteps 3004.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.863590366322606
Path 240 | total_timesteps 3024.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.863199433370434
Path 241 | total_timesteps 3033.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.862808579522461
Path 242 | total_timesteps 3042.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.86332827516439
Path 243 | total_timesteps 3058.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.863342099939308
Path 244 | total_timesteps 3068.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.86325477900273
Path 245 | total_timesteps 3080.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.86377427184466
Path 246 | total_timesteps 3099.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.863484679947417
Path 247 | total_timesteps 3110.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.863700707785641
Path 248 | total_timesteps 3124.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.86351228389445
Path 249 | total_timesteps 3133.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.863829357056208
Path 250 | total_timesteps 3147.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.864651773981603
Path 251 | total_timesteps 3169.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.86466545381039
Path 252 | total_timesteps 3179.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.864274886306216
Path 253 | total_timesteps 3187.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.864086499595796
Path 254 | total_timesteps 3197.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.865009598868344
Path 255 | total_timesteps 3220.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.865124267528794
Path 256 | total_timesteps 3233.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.865036872411356
Path 257 | total_timesteps 3245.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.866060606060605
Path 258 | total_timesteps 3267.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.865872134127866
Path 259 | total_timesteps 3280.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.86679458695213
Path 260 | total_timesteps 3303.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.866404119963647
Path 261 | total_timesteps 3312.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866316639741518
Path 262 | total_timesteps 3322.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.8663301362948
Path 263 | total_timesteps 3333.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866444579043005
Path 264 | total_timesteps 3349.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.866155243767034
Path 265 | total_timesteps 3358.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.866572466693581
Path 266 | total_timesteps 3374.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.867191442123323
Path 267 | total_timesteps 3395.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.866902119071645
Path 268 | total_timesteps 3404.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.866814650388458
Path 269 | total_timesteps 3415.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.866928974979823
Path 270 | total_timesteps 3427.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.866740643599314
Path 271 | total_timesteps 3437.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.86655235021182
Path 272 | total_timesteps 3445.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.866263237518911
Path 273 | total_timesteps 3454.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.867083501411859
Path 274 | total_timesteps 3475.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.867298578199053
Path 275 | total_timesteps 3490.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.867211131276466
Path 276 | total_timesteps 3501.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.8675269684444
Path 277 | total_timesteps 3515.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.868346774193549
Path 278 | total_timesteps 3538.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.86916641467594
Path 279 | total_timesteps 3559.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.868776456359605
Path 280 | total_timesteps 3568.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.868688904565152
Path 281 | total_timesteps 3581.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.868601370415155
Path 282 | total_timesteps 3596.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.868513853904282
Path 283 | total_timesteps 3608.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.868224863993552
Path 284 | total_timesteps 3618.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.867835196937644
Path 285 | total_timesteps 3626.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.867647058823529
Path 286 | total_timesteps 3636.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.867962533991339
Path 287 | total_timesteps 3653.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.868882175226586
Path 288 | total_timesteps 3681.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.868895378108952
Path 289 | total_timesteps 3694.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.869210632299637
Path 290 | total_timesteps 3711.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.870532568206986
Path 291 | total_timesteps 3738.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.870545600966379
Path 292 | total_timesteps 3752.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.87075993960745
Path 293 | total_timesteps 3767.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.870873590982287
Path 294 | total_timesteps 3784.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.8721948274127
Path 295 | total_timesteps 3810.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.872107063795532
Path 296 | total_timesteps 3819.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.872522386558003
Path 297 | total_timesteps 3835.
number of affinization with epsilon = 3 is 26
average number of affinization = 8.874245472837021
Path 298 | total_timesteps 3869.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.874761090433559
Path 299 | total_timesteps 3888.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.875176020921344
Path 300 | total_timesteps 3906.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.876294880820678
Path 301 | total_timesteps 3931.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.876810136765888
Path 302 | total_timesteps 3949.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.877023629964807
Path 303 | total_timesteps 3968.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.876533279710436
Path 304 | total_timesteps 3976.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.87634462652056
Path 305 | total_timesteps 3985.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.876156011258544
Path 306 | total_timesteps 3995.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.876671022213287
Path 307 | total_timesteps 4014.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.876884422110553
Path 308 | total_timesteps 4027.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.876796301879208
Path 309 | total_timesteps 4038.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.8766077170418
Path 310 | total_timesteps 4047.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.877725308952074
Path 311 | total_timesteps 4075.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.877436206550131
Path 312 | total_timesteps 4086.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.877147162230035
Path 313 | total_timesteps 4096.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.876657292085175
Path 314 | total_timesteps 4106.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.877171838907302
Path 315 | total_timesteps 4126.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.876983329985942
Path 316 | total_timesteps 4136.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.877397329049101
Path 317 | total_timesteps 4155.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.87710843373494
Path 318 | total_timesteps 4163.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.877020379479973
Path 319 | total_timesteps 4175.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.876932342903032
Path 320 | total_timesteps 4185.
number of affinization with epsilon = 3 is 31
average number of affinization = 8.87915286560273
Path 321 | total_timesteps 4222.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878863910076275
Path 322 | total_timesteps 4231.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878575012543903
Path 323 | total_timesteps 4239.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.878888219947823
Path 324 | total_timesteps 4253.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.879301695595466
Path 325 | total_timesteps 4272.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.879213483146067
Path 326 | total_timesteps 4285.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.878824355502056
Path 327 | total_timesteps 4293.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.878836509528586
Path 328 | total_timesteps 4305.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878547788586902
Path 329 | total_timesteps 4314.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.878158844765343
Path 330 | total_timesteps 4325.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.878070791136068
Path 331 | total_timesteps 4338.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.878083015841186
Path 332 | total_timesteps 4348.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.877593984962406
Path 333 | total_timesteps 4356.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.877506014434642
Path 334 | total_timesteps 4368.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.878620827904179
Path 335 | total_timesteps 4398.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.878532772098618
Path 336 | total_timesteps 4411.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.878745365267061
Path 337 | total_timesteps 4432.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.879058116232464
Path 338 | total_timesteps 4449.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878769662358481
Path 339 | total_timesteps 4459.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878481266279303
Path 340 | total_timesteps 4474.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.878393268556547
Path 341 | total_timesteps 4485.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.878405448717949
Path 342 | total_timesteps 4500.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.878317476214322
Path 343 | total_timesteps 4510.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878029240937312
Path 344 | total_timesteps 4518.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.878041453890058
Path 345 | total_timesteps 4532.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.877753303964758
Path 346 | total_timesteps 4541.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.877465211732906
Path 347 | total_timesteps 4553.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.877577577577577
Path 348 | total_timesteps 4567.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.877089380442397
Path 349 | total_timesteps 4574.
number of affinization with epsilon = 3 is 25
average number of affinization = 8.878702962369896
Path 350 | total_timesteps 4610.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.878214750325228
Path 351 | total_timesteps 4618.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.878226936161697
Path 352 | total_timesteps 4630.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.87783891945973
Path 353 | total_timesteps 4638.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.877651060424169
Path 354 | total_timesteps 4649.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.877463238971691
Path 355 | total_timesteps 4657.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.877175435087018
Path 356 | total_timesteps 4665.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.876887688768877
Path 357 | total_timesteps 4675.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.8767
Path 358 | total_timesteps 4684.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.876412358764124
Path 359 | total_timesteps 4693.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.876224755048991
Path 360 | total_timesteps 4704.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.876037188843346
Path 361 | total_timesteps 4715.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.875949620151939
Path 362 | total_timesteps 4724.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.875862068965517
Path 363 | total_timesteps 4734.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.876174295422746
Path 364 | total_timesteps 4748.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.876486459478365
Path 365 | total_timesteps 4763.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.876298960831335
Path 366 | total_timesteps 4775.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.876311319812169
Path 367 | total_timesteps 4787.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.876123876123875
Path 368 | total_timesteps 4800.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.876136250124862
Path 369 | total_timesteps 4812.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.876847782660807
Path 370 | total_timesteps 4833.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.876360731049635
Path 371 | total_timesteps 4841.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.876273217495505
Path 372 | total_timesteps 4851.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.876684972541188
Path 373 | total_timesteps 4871.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.877396166134185
Path 374 | total_timesteps 4891.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.877208745133274
Path 375 | total_timesteps 4903.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.87801956478339
Path 376 | total_timesteps 4922.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.878031739694581
Path 377 | total_timesteps 4934.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.878542914171657
Path 378 | total_timesteps 4952.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878255663107474
Path 379 | total_timesteps 4961.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.877868688884455
Path 380 | total_timesteps 4968.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.877880873989824
Path 381 | total_timesteps 4982.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.878491620111731
Path 382 | total_timesteps 5000.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.878503740648378
Path 383 | total_timesteps 5011.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.878715340115699
Path 384 | total_timesteps 5024.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878428243741897
Path 385 | total_timesteps 5032.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.878938970881531
Path 386 | total_timesteps 5050.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878651909462558
Path 387 | total_timesteps 5061.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.878265204386839
Path 388 | total_timesteps 5071.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.87817764928721
Path 389 | total_timesteps 5080.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.878389154704944
Path 390 | total_timesteps 5095.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.87800259144822
Path 391 | total_timesteps 5102.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.878712377915088
Path 392 | total_timesteps 5127.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.878525161933233
Path 393 | total_timesteps 5137.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.878537265842965
Path 394 | total_timesteps 5149.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.878350104612933
Path 395 | total_timesteps 5158.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.878461844989042
Path 396 | total_timesteps 5171.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878175117043531
Path 397 | total_timesteps 5180.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.878585657370518
Path 398 | total_timesteps 5195.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.878298974205757
Path 399 | total_timesteps 5203.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.87980481975702
Path 400 | total_timesteps 5231.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.879717215971324
Path 401 | total_timesteps 5241.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.879729191557148
Path 402 | total_timesteps 5253.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.879840716774515
Path 403 | total_timesteps 5267.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.881246267171013
Path 404 | total_timesteps 5297.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.881357619189808
Path 405 | total_timesteps 5311.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.881070859872612
Path 406 | total_timesteps 5320.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.881082694795502
Path 407 | total_timesteps 5332.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.881194029850747
Path 408 | total_timesteps 5344.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.881703313103174
Path 409 | total_timesteps 5365.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.882212495025865
Path 410 | total_timesteps 5382.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.881925793295533
Path 411 | total_timesteps 5393.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.881539685697234
Path 412 | total_timesteps 5402.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.881849825957236
Path 413 | total_timesteps 5419.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.881762132060462
Path 414 | total_timesteps 5429.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.881873322064234
Path 415 | total_timesteps 5441.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.882382183336647
Path 416 | total_timesteps 5458.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.881996222288498
Path 417 | total_timesteps 5465.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.882405566600397
Path 418 | total_timesteps 5480.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.882616042142928
Path 419 | total_timesteps 5495.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.883224011130988
Path 420 | total_timesteps 5515.
number of affinization with epsilon = 3 is 1
average number of affinization = 8.88244062406837
Path 421 | total_timesteps 5523.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.88275039745628
Path 422 | total_timesteps 5539.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.882662692498759
Path 423 | total_timesteps 5549.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.882475660639777
Path 424 | total_timesteps 5561.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.882288665938214
Path 425 | total_timesteps 5572.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.882300357568534
Path 426 | total_timesteps 5589.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.882411361604927
Path 427 | total_timesteps 5603.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.882720953326713
Path 428 | total_timesteps 5616.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.88243471353391
Path 429 | total_timesteps 5624.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.882247815726767
Path 430 | total_timesteps 5633.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.882458056189815
Path 431 | total_timesteps 5646.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.882271193170538
Path 432 | total_timesteps 5657.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.88258064516129
Path 433 | total_timesteps 5670.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.882294561333863
Path 434 | total_timesteps 5679.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.882703185471867
Path 435 | total_timesteps 5694.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.882814050406827
Path 436 | total_timesteps 5707.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.88242881238218
Path 437 | total_timesteps 5715.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.88234126984127
Path 438 | total_timesteps 5727.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.881757762126773
Path 439 | total_timesteps 5736.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.881273556833962
Path 440 | total_timesteps 5744.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.88158286224338
Path 441 | total_timesteps 5761.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.881396271320904
Path 442 | total_timesteps 5771.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.881804660386713
Path 443 | total_timesteps 5788.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.88151893714059
Path 444 | total_timesteps 5798.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.881629820561118
Path 445 | total_timesteps 5810.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.881443298969073
Path 446 | total_timesteps 5822.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.88095946079889
Path 447 | total_timesteps 5830.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.880673934588701
Path 448 | total_timesteps 5838.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.880487563175107
Path 449 | total_timesteps 5849.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.88059849385652
Path 450 | total_timesteps 5862.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.881006638264143
Path 451 | total_timesteps 5880.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.880820289280761
Path 452 | total_timesteps 5891.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.880633977216444
Path 453 | total_timesteps 5899.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.881041996830428
Path 454 | total_timesteps 5919.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.880657621075567
Path 455 | total_timesteps 5929.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.880867498514558
Path 456 | total_timesteps 5946.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.880483216160016
Path 457 | total_timesteps 5956.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.88029702970297
Path 458 | total_timesteps 5966.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.879813879813879
Path 459 | total_timesteps 5974.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.879528806176994
Path 460 | total_timesteps 5985.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.879441749975255
Path 461 | total_timesteps 5996.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.880443388756929
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -5.97    |
| Iteration     | 20       |
| MaximumReturn | 15.3     |
| MinimumReturn | -22.9    |
| TotalSamples  | 88117    |
----------------------------
itr #21 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.011294730938971043
Validation loss = 0.011620888486504555
Validation loss = 0.011395481415092945
Validation loss = 0.011814719066023827
Validation loss = 0.011417722329497337
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.012070313096046448
Validation loss = 0.011078701354563236
Validation loss = 0.01095306221395731
Validation loss = 0.011149010621011257
Validation loss = 0.011182837188243866
Validation loss = 0.011072251945734024
Validation loss = 0.011307982727885246
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.881048985650668
Path 1 | total_timesteps 22.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.880664951513952
Path 2 | total_timesteps 31.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.881468289304442
Path 3 | total_timesteps 59.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.881480015829046
Path 4 | total_timesteps 72.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.881293896527847
Path 5 | total_timesteps 82.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.88160237388724
Path 6 | total_timesteps 100.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.881910790228464
Path 7 | total_timesteps 117.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.882120253164556
Path 8 | total_timesteps 133.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.881736378918225
Path 9 | total_timesteps 142.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.88184694482895
Path 10 | total_timesteps 156.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.882352941176471
Path 11 | total_timesteps 174.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.88196915776987
Path 12 | total_timesteps 183.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.882178511416427
Path 13 | total_timesteps 199.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.882585491203795
Path 14 | total_timesteps 213.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.882695918569029
Path 15 | total_timesteps 228.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.882608695652173
Path 16 | total_timesteps 237.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.882323881039422
Path 17 | total_timesteps 248.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.882137917407627
Path 18 | total_timesteps 259.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.882050775461819
Path 19 | total_timesteps 271.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.883346503358357
Path 20 | total_timesteps 302.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.883654320987654
Path 21 | total_timesteps 318.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.883962077819474
Path 22 | total_timesteps 331.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.883776044238175
Path 23 | total_timesteps 341.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.883886255924171
Path 24 | total_timesteps 354.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.884884983710139
Path 25 | total_timesteps 383.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.884896347482725
Path 26 | total_timesteps 400.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.88549995064653
Path 27 | total_timesteps 418.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.885906040268456
Path 28 | total_timesteps 440.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.885522550083884
Path 29 | total_timesteps 447.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.886224590487467
Path 30 | total_timesteps 468.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.886827824370991
Path 31 | total_timesteps 490.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.887430939226519
Path 32 | total_timesteps 507.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.887343395481897
Path 33 | total_timesteps 517.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.887058591438153
Path 34 | total_timesteps 525.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.887168359798796
Path 35 | total_timesteps 536.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.887376725838264
Path 36 | total_timesteps 549.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.887585050783946
Path 37 | total_timesteps 561.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.88818773417472
Path 38 | total_timesteps 579.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.887804397121167
Path 39 | total_timesteps 585.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.887421135646688
Path 40 | total_timesteps 593.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.887037949728931
Path 41 | total_timesteps 600.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.886654839345555
Path 42 | total_timesteps 609.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.886567458362077
Path 43 | total_timesteps 620.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.886480094599921
Path 44 | total_timesteps 632.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.886392748053995
Path 45 | total_timesteps 642.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.887093596059113
Path 46 | total_timesteps 665.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.88769579351788
Path 47 | total_timesteps 687.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.888396375098504
Path 48 | total_timesteps 705.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.887914901999409
Path 49 | total_timesteps 714.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.887433523734488
Path 50 | total_timesteps 721.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.888330871491876
Path 51 | total_timesteps 746.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.889424970460812
Path 52 | total_timesteps 770.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.889140494240426
Path 53 | total_timesteps 778.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.889151407757433
Path 54 | total_timesteps 792.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.889162319125898
Path 55 | total_timesteps 805.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.889173228346456
Path 56 | total_timesteps 819.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.889282550930027
Path 57 | total_timesteps 831.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.888899822869513
Path 58 | total_timesteps 840.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.889009150841288
Path 59 | total_timesteps 851.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.888724911452185
Path 60 | total_timesteps 859.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.88903098868667
Path 61 | total_timesteps 873.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.888648435963013
Path 62 | total_timesteps 885.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.88964296252582
Path 63 | total_timesteps 912.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.889555468135326
Path 64 | total_timesteps 926.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.889467990952896
Path 65 | total_timesteps 938.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.889478859390364
Path 66 | total_timesteps 948.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.890472913184544
Path 67 | total_timesteps 970.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.8899921352733
Path 68 | total_timesteps 977.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.889806350142534
Path 69 | total_timesteps 987.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.889424022016906
Path 70 | total_timesteps 998.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.88943488943489
Path 71 | total_timesteps 1009.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.889642295597485
Path 72 | total_timesteps 1024.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.889260096295569
Path 73 | total_timesteps 1032.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.888779720966792
Path 74 | total_timesteps 1042.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.88888888888889
Path 75 | total_timesteps 1054.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.888703339882122
Path 76 | total_timesteps 1063.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.888223160789707
Path 77 | total_timesteps 1073.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.887939501080337
Path 78 | total_timesteps 1081.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.887950505744868
Path 79 | total_timesteps 1094.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.887470542026708
Path 80 | total_timesteps 1101.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.887481590574374
Path 81 | total_timesteps 1111.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.887394462988416
Path 82 | total_timesteps 1123.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.888288995778934
Path 83 | total_timesteps 1144.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.88800549666274
Path 84 | total_timesteps 1154.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.887525763077829
Path 85 | total_timesteps 1161.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.887536800785083
Path 86 | total_timesteps 1174.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.887842213717986
Path 87 | total_timesteps 1193.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.887853218210362
Path 88 | total_timesteps 1205.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.887864220543511
Path 89 | total_timesteps 1217.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.8875809299588
Path 90 | total_timesteps 1228.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.888180480627758
Path 91 | total_timesteps 1248.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.88828952530404
Path 92 | total_timesteps 1260.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.888398548592724
Path 93 | total_timesteps 1274.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.888017258285938
Path 94 | total_timesteps 1281.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.887734091577606
Path 95 | total_timesteps 1293.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.887647058823529
Path 96 | total_timesteps 1304.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.888442309577492
Path 97 | total_timesteps 1325.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.88835522446579
Path 98 | total_timesteps 1338.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.888464177202783
Path 99 | total_timesteps 1353.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.888377107016856
Path 100 | total_timesteps 1365.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.889073983341499
Path 101 | total_timesteps 1386.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.888790907309426
Path 102 | total_timesteps 1394.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.888409914764377
Path 103 | total_timesteps 1403.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.888322884012538
Path 104 | total_timesteps 1417.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.888431775884024
Path 105 | total_timesteps 1433.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.888442703232124
Path 106 | total_timesteps 1445.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.88894329644501
Path 107 | total_timesteps 1463.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.88963963963964
Path 108 | total_timesteps 1485.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.889160873396651
Path 109 | total_timesteps 1491.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.889367534756216
Path 110 | total_timesteps 1508.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.88918257464513
Path 111 | total_timesteps 1516.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.889389193422083
Path 112 | total_timesteps 1530.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.889008515219732
Path 113 | total_timesteps 1540.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.889117244079076
Path 114 | total_timesteps 1555.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.889225951658675
Path 115 | total_timesteps 1571.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.888649706457926
Path 116 | total_timesteps 1579.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.888464925154095
Path 117 | total_timesteps 1591.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.888475836431226
Path 118 | total_timesteps 1604.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.888975838794874
Path 119 | total_timesteps 1623.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.889182316118935
Path 120 | total_timesteps 1638.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.889682151589241
Path 121 | total_timesteps 1660.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.890377469196167
Path 122 | total_timesteps 1679.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.89077930967048
Path 123 | total_timesteps 1695.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.891083300743059
Path 124 | total_timesteps 1712.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.890800664776615
Path 125 | total_timesteps 1723.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.890322580645162
Path 126 | total_timesteps 1732.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.889746847815463
Path 127 | total_timesteps 1740.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.89034401876466
Path 128 | total_timesteps 1763.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.890159288576175
Path 129 | total_timesteps 1772.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.89046316200899
Path 130 | total_timesteps 1786.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.890376160234489
Path 131 | total_timesteps 1796.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.890484564282923
Path 132 | total_timesteps 1807.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.89020220767803
Path 133 | total_timesteps 1814.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.889822230904473
Path 134 | total_timesteps 1823.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.889539994140053
Path 135 | total_timesteps 1830.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.8900390625
Path 136 | total_timesteps 1851.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.890928620251929
Path 137 | total_timesteps 1875.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.890548720952939
Path 138 | total_timesteps 1883.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.89046177877575
Path 139 | total_timesteps 1896.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.891058180398282
Path 140 | total_timesteps 1918.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.890678379697414
Path 141 | total_timesteps 1929.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.890591450322077
Path 142 | total_timesteps 1940.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.890016590221528
Path 143 | total_timesteps 1948.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.889637002341921
Path 144 | total_timesteps 1955.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.88935505903015
Path 145 | total_timesteps 1963.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.889170731707317
Path 146 | total_timesteps 1971.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.889669300556044
Path 147 | total_timesteps 1987.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.889387436597737
Path 148 | total_timesteps 1995.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.88900809519165
Path 149 | total_timesteps 2007.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.889116442363955
Path 150 | total_timesteps 2020.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.889029741589468
Path 151 | total_timesteps 2035.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.888748049921997
Path 152 | total_timesteps 2046.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.888271424393098
Path 153 | total_timesteps 2053.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.888379801130824
Path 154 | total_timesteps 2065.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.88819573057803
Path 155 | total_timesteps 2076.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.888109161793372
Path 156 | total_timesteps 2087.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.888022609882078
Path 157 | total_timesteps 2098.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.88832586240499
Path 158 | total_timesteps 2113.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.888823930624573
Path 159 | total_timesteps 2130.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.888542478565862
Path 160 | total_timesteps 2140.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.888650754992694
Path 161 | total_timesteps 2155.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.889051237093318
Path 162 | total_timesteps 2175.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.888867244569981
Path 163 | total_timesteps 2186.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.88868328788469
Path 164 | total_timesteps 2202.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.888304606096018
Path 165 | total_timesteps 2212.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.888607594936708
Path 166 | total_timesteps 2230.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.889007886281764
Path 167 | total_timesteps 2250.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.889116043613708
Path 168 | total_timesteps 2264.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.889613550082741
Path 169 | total_timesteps 2281.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.889429628187658
Path 170 | total_timesteps 2292.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.889051094890512
Path 171 | total_timesteps 2301.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.8891592059167
Path 172 | total_timesteps 2314.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.8888780772599
Path 173 | total_timesteps 2322.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.888597003308037
Path 174 | total_timesteps 2330.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.888705126957875
Path 175 | total_timesteps 2345.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.888618677042802
Path 176 | total_timesteps 2358.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.888629510747982
Path 177 | total_timesteps 2373.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.888445827659988
Path 178 | total_timesteps 2382.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.887970436643004
Path 179 | total_timesteps 2390.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.888370283936212
Path 180 | total_timesteps 2411.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.888089450656295
Path 181 | total_timesteps 2420.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.887711452459653
Path 182 | total_timesteps 2428.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.888500048605035
Path 183 | total_timesteps 2453.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.888705287713842
Path 184 | total_timesteps 2471.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.888521722227622
Path 185 | total_timesteps 2481.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.888338192419825
Path 186 | total_timesteps 2489.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.888446215139442
Path 187 | total_timesteps 2501.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.888457054022542
Path 188 | total_timesteps 2516.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.888370737394345
Path 189 | total_timesteps 2533.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.888867301340587
Path 190 | total_timesteps 2552.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.888683827100534
Path 191 | total_timesteps 2564.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.888791763791764
Path 192 | total_timesteps 2580.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.889191026512577
Path 193 | total_timesteps 2597.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.88929889298893
Path 194 | total_timesteps 2612.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.888921254490727
Path 195 | total_timesteps 2621.
number of affinization with epsilon = 3 is 25
average number of affinization = 8.890485436893204
Path 196 | total_timesteps 2653.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.890690224250072
Path 197 | total_timesteps 2668.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.890992040380508
Path 198 | total_timesteps 2684.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.891002620595943
Path 199 | total_timesteps 2698.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.890916149068323
Path 200 | total_timesteps 2711.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.890635613779718
Path 201 | total_timesteps 2718.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.89025810207646
Path 202 | total_timesteps 2726.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.890171727951877
Path 203 | total_timesteps 2738.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.890764454792395
Path 204 | total_timesteps 2757.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.890581045688233
Path 205 | total_timesteps 2768.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.891658583899128
Path 206 | total_timesteps 2791.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.892347977887693
Path 207 | total_timesteps 2813.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.89245539177657
Path 208 | total_timesteps 2827.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.892271889847764
Path 209 | total_timesteps 2837.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.892573201473725
Path 210 | total_timesteps 2852.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.893068347067377
Path 211 | total_timesteps 2872.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.892884839084916
Path 212 | total_timesteps 2884.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.892604439274983
Path 213 | total_timesteps 2892.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.893196355882923
Path 214 | total_timesteps 2908.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.893400523306521
Path 215 | total_timesteps 2923.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.893023255813954
Path 216 | total_timesteps 2931.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.893033620773181
Path 217 | total_timesteps 2945.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.892753342375508
Path 218 | total_timesteps 2955.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.892085634021118
Path 219 | total_timesteps 2963.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.892386671832623
Path 220 | total_timesteps 2977.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.893075060532688
Path 221 | total_timesteps 2997.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.892601200852218
Path 222 | total_timesteps 3005.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.89241793357219
Path 223 | total_timesteps 3014.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.892234701781565
Path 224 | total_timesteps 3023.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.893116468196341
Path 225 | total_timesteps 3048.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.892836398838336
Path 226 | total_timesteps 3056.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.89294356790243
Path 227 | total_timesteps 3069.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.892857142857142
Path 228 | total_timesteps 3080.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.89286751185522
Path 229 | total_timesteps 3094.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.892877878846527
Path 230 | total_timesteps 3105.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.892985002418964
Path 231 | total_timesteps 3118.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.892608359133128
Path 232 | total_timesteps 3128.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.892135048853632
Path 233 | total_timesteps 3137.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.893016057264461
Path 234 | total_timesteps 3162.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.892736241415998
Path 235 | total_timesteps 3171.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.892940038684719
Path 236 | total_timesteps 3186.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.89295039164491
Path 237 | total_timesteps 3206.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.892864049506866
Path 238 | total_timesteps 3217.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.89258435656966
Path 239 | total_timesteps 3226.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.893368136117557
Path 240 | total_timesteps 3248.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.893765103914935
Path 241 | total_timesteps 3264.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.89367871641214
Path 242 | total_timesteps 3275.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.893978931091137
Path 243 | total_timesteps 3293.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.893602628527251
Path 244 | total_timesteps 3301.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.893902792540342
Path 245 | total_timesteps 3317.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.895072463768116
Path 246 | total_timesteps 3345.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.89450294657521
Path 247 | total_timesteps 3353.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.894416537867079
Path 248 | total_timesteps 3367.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.895006278373419
Path 249 | total_timesteps 3384.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.894726675680896
Path 250 | total_timesteps 3399.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.89570255915017
Path 251 | total_timesteps 3422.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.896195442255697
Path 252 | total_timesteps 3441.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.896591677126581
Path 253 | total_timesteps 3455.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.897856729098281
Path 254 | total_timesteps 3485.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.898059658268172
Path 255 | total_timesteps 3501.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.897972972972973
Path 256 | total_timesteps 3512.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.898754946433742
Path 257 | total_timesteps 3535.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.898668210770122
Path 258 | total_timesteps 3549.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.899063977612661
Path 259 | total_timesteps 3568.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.898977228869162
Path 260 | total_timesteps 3578.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.898697539797395
Path 261 | total_timesteps 3586.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.898514373914722
Path 262 | total_timesteps 3595.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.898524163210187
Path 263 | total_timesteps 3609.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.898244598765432
Path 264 | total_timesteps 3618.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.89864017745202
Path 265 | total_timesteps 3634.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.89884281581485
Path 266 | total_timesteps 3647.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.89952752868576
Path 267 | total_timesteps 3665.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.89944080215966
Path 268 | total_timesteps 3676.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.899354092355154
Path 269 | total_timesteps 3688.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.899171004434162
Path 270 | total_timesteps 3696.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.899855421686746
Path 271 | total_timesteps 3716.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.899575944487278
Path 272 | total_timesteps 3726.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.899200154187145
Path 273 | total_timesteps 3736.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.89863172094816
Path 274 | total_timesteps 3743.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.899604971577224
Path 275 | total_timesteps 3769.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.899614643545279
Path 276 | total_timesteps 3780.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.89923899431654
Path 277 | total_timesteps 3787.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.899152379117703
Path 278 | total_timesteps 3796.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.899354714437061
Path 279 | total_timesteps 3811.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.900808936825886
Path 280 | total_timesteps 3838.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.901011073663938
Path 281 | total_timesteps 3852.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.900828037743116
Path 282 | total_timesteps 3863.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.900548762876673
Path 283 | total_timesteps 3872.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.900558336542163
Path 284 | total_timesteps 3884.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.900471652709596
Path 285 | total_timesteps 3899.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.90028873917228
Path 286 | total_timesteps 3908.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.900490809354249
Path 287 | total_timesteps 3921.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.900981524249422
Path 288 | total_timesteps 3938.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.901472144712788
Path 289 | total_timesteps 3956.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.901577833365403
Path 290 | total_timesteps 3972.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.901394901394902
Path 291 | total_timesteps 3982.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.901885340515584
Path 292 | total_timesteps 3998.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.901894777339617
Path 293 | total_timesteps 4009.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.902096557030198
Path 294 | total_timesteps 4028.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.90172131935763
Path 295 | total_timesteps 4036.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.902403846153845
Path 296 | total_timesteps 4055.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.902028651091241
Path 297 | total_timesteps 4064.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.901749663526244
Path 298 | total_timesteps 4072.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.901951360184562
Path 299 | total_timesteps 4087.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.901768550557478
Path 300 | total_timesteps 4098.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.901681883709754
Path 301 | total_timesteps 4114.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.90197962713819
Path 302 | total_timesteps 4131.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.902277313346787
Path 303 | total_timesteps 4149.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.902478862413528
Path 304 | total_timesteps 4167.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.90296858487847
Path 305 | total_timesteps 4184.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.903170028818444
Path 306 | total_timesteps 4200.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.903371434060128
Path 307 | total_timesteps 4216.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.903572800614675
Path 308 | total_timesteps 4233.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.903966196101027
Path 309 | total_timesteps 4249.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.903975417706933
Path 310 | total_timesteps 4262.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.904272683629381
Path 311 | total_timesteps 4283.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.90552995391705
Path 312 | total_timesteps 4307.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.90563501967937
Path 313 | total_timesteps 4322.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.905356114417355
Path 314 | total_timesteps 4330.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.9059410692005
Path 315 | total_timesteps 4352.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.906333973128598
Path 316 | total_timesteps 4370.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.90576720084445
Path 317 | total_timesteps 4378.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.905872193436961
Path 318 | total_timesteps 4393.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.905689340880745
Path 319 | total_timesteps 4404.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.90550652340752
Path 320 | total_timesteps 4415.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.905611510791367
Path 321 | total_timesteps 4430.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.905140993669672
Path 322 | total_timesteps 4439.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.905821425146256
Path 323 | total_timesteps 4461.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.90554276946682
Path 324 | total_timesteps 4470.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.90555182663726
Path 325 | total_timesteps 4480.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.906040268456376
Path 326 | total_timesteps 4501.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.906336880452498
Path 327 | total_timesteps 4519.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.90625
Path 328 | total_timesteps 4530.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.907217482986677
Path 329 | total_timesteps 4553.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.907034694268736
Path 330 | total_timesteps 4566.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.907331097268807
Path 331 | total_timesteps 4584.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.907052510540437
Path 332 | total_timesteps 4592.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.907061416115742
Path 333 | total_timesteps 4606.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.907453535159993
Path 334 | total_timesteps 4626.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.907558195229429
Path 335 | total_timesteps 4639.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.907471264367816
Path 336 | total_timesteps 4650.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.907288573891389
Path 337 | total_timesteps 4658.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.907393219689714
Path 338 | total_timesteps 4670.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.906923297902901
Path 339 | total_timesteps 4677.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.90674071237074
Path 340 | total_timesteps 4688.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.906653901388225
Path 341 | total_timesteps 4698.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.906662837449742
Path 342 | total_timesteps 4714.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.90628888676175
Path 343 | total_timesteps 4722.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.905915007656969
Path 344 | total_timesteps 4729.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.905445497176764
Path 345 | total_timesteps 4737.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.905454545454546
Path 346 | total_timesteps 4750.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.905176538130322
Path 347 | total_timesteps 4759.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.90547263681592
Path 348 | total_timesteps 4776.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.905003348321056
Path 349 | total_timesteps 4784.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.905490721255022
Path 350 | total_timesteps 4803.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.905786704925873
Path 351 | total_timesteps 4818.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.905891354246366
Path 352 | total_timesteps 4834.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.905709094386536
Path 353 | total_timesteps 4843.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.906291834002678
Path 354 | total_timesteps 4871.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.90601395926953
Path 355 | total_timesteps 4882.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.905927342256215
Path 356 | total_timesteps 4895.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.905840741802887
Path 357 | total_timesteps 4906.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.905754157904799
Path 358 | total_timesteps 4917.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.9056675905572
Path 359 | total_timesteps 4927.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.905294342507645
Path 360 | total_timesteps 4936.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.905303392259913
Path 361 | total_timesteps 4947.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.905407987769921
Path 362 | total_timesteps 4959.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.905321486576861
Path 363 | total_timesteps 4974.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.905235001910585
Path 364 | total_timesteps 4984.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.906485815264114
Path 365 | total_timesteps 5012.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.906494746895893
Path 366 | total_timesteps 5026.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.90621717123484
Path 367 | total_timesteps 5033.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.906894576012222
Path 368 | total_timesteps 5052.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.906807982431014
Path 369 | total_timesteps 5064.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.906434981859844
Path 370 | total_timesteps 5071.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.905966587112172
Path 371 | total_timesteps 5082.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.906071019473082
Path 372 | total_timesteps 5096.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.905698196048487
Path 373 | total_timesteps 5103.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.905707196029777
Path 374 | total_timesteps 5114.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.905907052199638
Path 375 | total_timesteps 5128.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.90543893129771
Path 376 | total_timesteps 5136.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.905352542696308
Path 377 | total_timesteps 5145.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.904884564014502
Path 378 | total_timesteps 5153.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.905179814938473
Path 379 | total_timesteps 5169.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.90623807706982
Path 380 | total_timesteps 5194.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.906151645207439
Path 381 | total_timesteps 5205.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.90606522983025
Path 382 | total_timesteps 5215.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.905692762467817
Path 383 | total_timesteps 5226.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.905701754385966
Path 384 | total_timesteps 5238.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.905520068643341
Path 385 | total_timesteps 5250.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.906577693040992
Path 386 | total_timesteps 5276.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.906300638642646
Path 387 | total_timesteps 5285.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.906023637056805
Path 388 | total_timesteps 5294.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.907080911083579
Path 389 | total_timesteps 5319.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.9073756432247
Path 390 | total_timesteps 5333.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.908432586946164
Path 391 | total_timesteps 5358.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.908250762195122
Path 392 | total_timesteps 5372.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.907878441459465
Path 393 | total_timesteps 5379.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.907315679176985
Path 394 | total_timesteps 5388.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.907038765596724
Path 395 | total_timesteps 5397.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.906952380952381
Path 396 | total_timesteps 5408.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.906961241786497
Path 397 | total_timesteps 5421.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.907255760807466
Path 398 | total_timesteps 5443.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.90745501285347
Path 399 | total_timesteps 5458.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.907463823305408
Path 400 | total_timesteps 5471.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.90813898143741
Path 401 | total_timesteps 5491.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.908052541404912
Path 402 | total_timesteps 5505.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.907870943180736
Path 403 | total_timesteps 5520.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.90807004187286
Path 404 | total_timesteps 5535.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.909030354933867
Path 405 | total_timesteps 5560.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.909134157944814
Path 406 | total_timesteps 5571.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.909237941204452
Path 407 | total_timesteps 5585.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.90886605783866
Path 408 | total_timesteps 5593.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.91011129078284
Path 409 | total_timesteps 5617.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.909834506372455
Path 410 | total_timesteps 5625.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.910033285782216
Path 411 | total_timesteps 5639.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.909661468238873
Path 412 | total_timesteps 5646.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.909574973851859
Path 413 | total_timesteps 5658.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.909393420802434
Path 414 | total_timesteps 5671.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.909116836201159
Path 415 | total_timesteps 5680.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.90912547528517
Path 416 | total_timesteps 5695.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.908848968729208
Path 417 | total_timesteps 5704.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.90857251473104
Path 418 | total_timesteps 5715.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.908201083341252
Path 419 | total_timesteps 5723.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.908019764348156
Path 420 | total_timesteps 5733.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.908028503562946
Path 421 | total_timesteps 5746.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.908702261067832
Path 422 | total_timesteps 5766.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.908710933789303
Path 423 | total_timesteps 5779.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.908719604863222
Path 424 | total_timesteps 5791.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.90910817741476
Path 425 | total_timesteps 5808.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.90968660968661
Path 426 | total_timesteps 5829.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.909600227898585
Path 427 | total_timesteps 5838.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.910083554880364
Path 428 | total_timesteps 5856.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.909617392955473
Path 429 | total_timesteps 5866.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.909341180937915
Path 430 | total_timesteps 5877.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.909919316563835
Path 431 | total_timesteps 5895.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.910592255125284
Path 432 | total_timesteps 5920.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.910790547594193
Path 433 | total_timesteps 5933.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.910799013095463
Path 434 | total_timesteps 5946.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.910712591327451
Path 435 | total_timesteps 5960.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.910910815939278
Path 436 | total_timesteps 5973.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.910634664642823
Path 437 | total_timesteps 5983.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.910738000379435
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.32    |
| Iteration     | 21       |
| MaximumReturn | 6.34     |
| MinimumReturn | -20.4    |
| TotalSamples  | 92117    |
----------------------------
itr #22 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.011711242608726025
Validation loss = 0.011368724517524242
Validation loss = 0.011070361360907555
Validation loss = 0.011157147586345673
Validation loss = 0.011326409876346588
Validation loss = 0.011435175314545631
Validation loss = 0.011389115825295448
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.011409247294068336
Validation loss = 0.011333574540913105
Validation loss = 0.010746094398200512
Validation loss = 0.011126765981316566
Validation loss = 0.010939409956336021
Validation loss = 0.01066905353218317
Validation loss = 0.011097930371761322
Validation loss = 0.011007510125637054
Validation loss = 0.011241758242249489
Validation loss = 0.011325608007609844
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.910367068196908
Path 1 | total_timesteps 11.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.910375569044007
Path 2 | total_timesteps 23.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.91000474158369
Path 3 | total_timesteps 31.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.909728807130666
Path 4 | total_timesteps 45.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.91040106191334
Path 5 | total_timesteps 66.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.910219946909367
Path 6 | total_timesteps 76.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.910038866243246
Path 7 | total_timesteps 85.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.91042654028436
Path 8 | total_timesteps 104.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.91024547436262
Path 9 | total_timesteps 113.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.909969673995452
Path 10 | total_timesteps 123.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.910546763953379
Path 11 | total_timesteps 146.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.910744741330301
Path 12 | total_timesteps 162.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.910658455708194
Path 13 | total_timesteps 175.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.910287987874195
Path 14 | total_timesteps 183.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.910391209623945
Path 15 | total_timesteps 196.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.91021026709604
Path 16 | total_timesteps 206.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.910408182593049
Path 17 | total_timesteps 219.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.91032196969697
Path 18 | total_timesteps 230.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.911277341160876
Path 19 | total_timesteps 251.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.910907025184624
Path 20 | total_timesteps 261.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.911104799772792
Path 21 | total_timesteps 276.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.911113214691404
Path 22 | total_timesteps 293.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.910743019403691
Path 23 | total_timesteps 301.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.91150861253076
Path 24 | total_timesteps 326.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.911516986845841
Path 25 | total_timesteps 344.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.91218773656321
Path 26 | total_timesteps 366.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.911912196045037
Path 27 | total_timesteps 376.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.912582781456953
Path 28 | total_timesteps 395.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.912496452558887
Path 29 | total_timesteps 405.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.912504729474083
Path 30 | total_timesteps 423.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.912418424288282
Path 31 | total_timesteps 435.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.91214299224513
Path 32 | total_timesteps 448.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.912624113475177
Path 33 | total_timesteps 468.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.913105143721634
Path 34 | total_timesteps 486.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.912829724874728
Path 35 | total_timesteps 494.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.912365286443562
Path 36 | total_timesteps 503.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.912279043387844
Path 37 | total_timesteps 516.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.913610586011343
Path 38 | total_timesteps 545.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.91361875059068
Path 39 | total_timesteps 557.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.913343413343414
Path 40 | total_timesteps 568.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.913162619295097
Path 41 | total_timesteps 578.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.914021164021165
Path 42 | total_timesteps 599.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.914312706660368
Path 43 | total_timesteps 616.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.914698658605706
Path 44 | total_timesteps 633.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.915178993104751
Path 45 | total_timesteps 649.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.915470343785417
Path 46 | total_timesteps 663.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.915195013693456
Path 47 | total_timesteps 672.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.915203021718602
Path 48 | total_timesteps 686.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.915683127183458
Path 49 | total_timesteps 706.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.915691087613293
Path 50 | total_timesteps 718.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.915415840649485
Path 51 | total_timesteps 730.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.914857466490467
Path 52 | total_timesteps 740.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.91524303916942
Path 53 | total_timesteps 756.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.915251038127595
Path 54 | total_timesteps 770.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.915259035576106
Path 55 | total_timesteps 784.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.91545574636724
Path 56 | total_timesteps 800.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.915935465609964
Path 57 | total_timesteps 820.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.915849056603774
Path 58 | total_timesteps 832.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.915385341005566
Path 59 | total_timesteps 841.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.915016034710431
Path 60 | total_timesteps 848.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.914929736866924
Path 61 | total_timesteps 858.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.915032063372312
Path 62 | total_timesteps 869.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.915794436586516
Path 63 | total_timesteps 887.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.915802376013577
Path 64 | total_timesteps 898.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.915527481851607
Path 65 | total_timesteps 908.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.914969834087481
Path 66 | total_timesteps 917.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.914789329814308
Path 67 | total_timesteps 926.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.914608859566446
Path 68 | total_timesteps 935.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.914522665158797
Path 69 | total_timesteps 951.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.914530719939691
Path 70 | total_timesteps 968.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.915575237915764
Path 71 | total_timesteps 995.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.91511211607311
Path 72 | total_timesteps 1005.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.914837494112106
Path 73 | total_timesteps 1019.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.915316503391107
Path 74 | total_timesteps 1036.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.91607798813224
Path 75 | total_timesteps 1056.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.916462610661142
Path 76 | total_timesteps 1074.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.91731801487899
Path 77 | total_timesteps 1097.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.918079096045197
Path 78 | total_timesteps 1121.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.918369268430467
Path 79 | total_timesteps 1134.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.918565241950668
Path 80 | total_timesteps 1151.
number of affinization with epsilon = 3 is 36
average number of affinization = 8.921114562741222
Path 81 | total_timesteps 1192.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.921875
Path 82 | total_timesteps 1220.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.921882352941177
Path 83 | total_timesteps 1232.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.921701486918879
Path 84 | total_timesteps 1241.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.921708854803802
Path 85 | total_timesteps 1253.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.92237485886338
Path 86 | total_timesteps 1273.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.922099915325996
Path 87 | total_timesteps 1284.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.922107243650046
Path 88 | total_timesteps 1298.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.92183237701063
Path 89 | total_timesteps 1309.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.921651617757712
Path 90 | total_timesteps 1321.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.921282798833818
Path 91 | total_timesteps 1330.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.921478277223999
Path 92 | total_timesteps 1345.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.921109543958627
Path 93 | total_timesteps 1353.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.92092892064686
Path 94 | total_timesteps 1362.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.920842342765818
Path 95 | total_timesteps 1376.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.9206617785298
Path 96 | total_timesteps 1390.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.920669235830434
Path 97 | total_timesteps 1401.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.921522556390977
Path 98 | total_timesteps 1422.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.9213419791373
Path 99 | total_timesteps 1432.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.921161435820334
Path 100 | total_timesteps 1443.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.921732594193367
Path 101 | total_timesteps 1463.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.922397594889139
Path 102 | total_timesteps 1485.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.922498825739783
Path 103 | total_timesteps 1496.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.92222430959985
Path 104 | total_timesteps 1506.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.923264769418616
Path 105 | total_timesteps 1533.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.92439894815928
Path 106 | total_timesteps 1559.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.92459385857827
Path 107 | total_timesteps 1574.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.924507042253522
Path 108 | total_timesteps 1589.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.924420242230777
Path 109 | total_timesteps 1601.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.924521216672925
Path 110 | total_timesteps 1614.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.924434431615508
Path 111 | total_timesteps 1627.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.924535385770602
Path 112 | total_timesteps 1639.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.924448615673393
Path 113 | total_timesteps 1650.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.9253003003003
Path 114 | total_timesteps 1671.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.924838134559444
Path 115 | total_timesteps 1679.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.924751360480391
Path 116 | total_timesteps 1693.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.924758420114458
Path 117 | total_timesteps 1704.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.924765478424016
Path 118 | total_timesteps 1716.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.924584935747117
Path 119 | total_timesteps 1725.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.924310635903208
Path 120 | total_timesteps 1734.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.924786645409359
Path 121 | total_timesteps 1753.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.924606151537885
Path 122 | total_timesteps 1767.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.924519456165026
Path 123 | total_timesteps 1778.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.924339021188825
Path 124 | total_timesteps 1787.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.925002343676761
Path 125 | total_timesteps 1811.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.9251968503937
Path 126 | total_timesteps 1826.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.924922673165245
Path 127 | total_timesteps 1835.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.925585754451733
Path 128 | total_timesteps 1859.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.925686439883798
Path 129 | total_timesteps 1873.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.925880809595203
Path 130 | total_timesteps 1888.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.92560667103907
Path 131 | total_timesteps 1896.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.92664418212479
Path 132 | total_timesteps 1919.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.926651053864168
Path 133 | total_timesteps 1930.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.926938928437616
Path 134 | total_timesteps 1946.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.927695045424745
Path 135 | total_timesteps 1969.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.92807641880502
Path 136 | total_timesteps 1987.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.92817679558011
Path 137 | total_timesteps 2002.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.928183520599251
Path 138 | total_timesteps 2014.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.928377492744126
Path 139 | total_timesteps 2039.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.928196966860138
Path 140 | total_timesteps 2052.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.928671721426566
Path 141 | total_timesteps 2068.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.928959191314114
Path 142 | total_timesteps 2083.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.929059429106223
Path 143 | total_timesteps 2101.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.92915964813775
Path 144 | total_timesteps 2117.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.929072705155797
Path 145 | total_timesteps 2128.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.92936002994012
Path 146 | total_timesteps 2144.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.928992422116194
Path 147 | total_timesteps 2152.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.929840972871842
Path 148 | total_timesteps 2173.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.929847535310074
Path 149 | total_timesteps 2186.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.929760568649458
Path 150 | total_timesteps 2196.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.930047694753577
Path 151 | total_timesteps 2211.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.929867215260893
Path 152 | total_timesteps 2223.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.92940626460963
Path 153 | total_timesteps 2231.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.92922587883321
Path 154 | total_timesteps 2244.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.929793400018697
Path 155 | total_timesteps 2263.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.929986913441764
Path 156 | total_timesteps 2277.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.929713057295075
Path 157 | total_timesteps 2287.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.929252336448599
Path 158 | total_timesteps 2297.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.929352396972245
Path 159 | total_timesteps 2313.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.92917211736124
Path 160 | total_timesteps 2324.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.928618144445483
Path 161 | total_timesteps 2334.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.9281576980568
Path 162 | total_timesteps 2343.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.928257823446987
Path 163 | total_timesteps 2356.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.928731552400523
Path 164 | total_timesteps 2372.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.929578780237229
Path 165 | total_timesteps 2393.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.929025028016436
Path 166 | total_timesteps 2404.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.928658138014754
Path 167 | total_timesteps 2412.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.92875816993464
Path 168 | total_timesteps 2430.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.928671459247502
Path 169 | total_timesteps 2442.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.928304705003734
Path 170 | total_timesteps 2449.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.928218052833007
Path 171 | total_timesteps 2460.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.928038081015494
Path 172 | total_timesteps 2471.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.927764815678955
Path 173 | total_timesteps 2484.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.92889137737962
Path 174 | total_timesteps 2512.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.929084631893254
Path 175 | total_timesteps 2530.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.928997947378242
Path 176 | total_timesteps 2542.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.929471032745592
Path 177 | total_timesteps 2559.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.92901119402985
Path 178 | total_timesteps 2567.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.928644715977986
Path 179 | total_timesteps 2576.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.928558104831188
Path 180 | total_timesteps 2589.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.928751282290404
Path 181 | total_timesteps 2604.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.928757926146961
Path 182 | total_timesteps 2618.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.929417249417249
Path 183 | total_timesteps 2638.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.929050904344583
Path 184 | total_timesteps 2647.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.929150741120537
Path 185 | total_timesteps 2662.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.92962341536167
Path 186 | total_timesteps 2678.
number of affinization with epsilon = 3 is 26
average number of affinization = 8.931214465467425
Path 187 | total_timesteps 2709.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.931686859273066
Path 188 | total_timesteps 2728.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.931786413195415
Path 189 | total_timesteps 2740.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.931606410734252
Path 190 | total_timesteps 2750.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.931892294791764
Path 191 | total_timesteps 2766.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.93143283025899
Path 192 | total_timesteps 2775.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.931252911038658
Path 193 | total_timesteps 2786.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.931166169895677
Path 194 | total_timesteps 2799.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.93173139610692
Path 195 | total_timesteps 2816.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.932110262618737
Path 196 | total_timesteps 2832.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.932116584411956
Path 197 | total_timesteps 2845.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.931843575418995
Path 198 | total_timesteps 2854.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.931477516059957
Path 199 | total_timesteps 2866.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.931670080059579
Path 200 | total_timesteps 2881.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.931490272735735
Path 201 | total_timesteps 2892.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.931403574087863
Path 202 | total_timesteps 2904.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.931503024662634
Path 203 | total_timesteps 2918.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.930951051554066
Path 204 | total_timesteps 2926.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.93105052572811
Path 205 | total_timesteps 2941.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.930870859694826
Path 206 | total_timesteps 2950.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.930412131361058
Path 207 | total_timesteps 2957.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.930697674418605
Path 208 | total_timesteps 2978.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.931076178960097
Path 209 | total_timesteps 2997.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.930896577380953
Path 210 | total_timesteps 3010.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.93136799032828
Path 211 | total_timesteps 3028.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.93100241770504
Path 212 | total_timesteps 3041.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.930822873082287
Path 213 | total_timesteps 3049.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.930643361844552
Path 214 | total_timesteps 3058.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.930835734870318
Path 215 | total_timesteps 3073.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.930470347648262
Path 216 | total_timesteps 3081.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.9313133190817
Path 217 | total_timesteps 3103.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.932620817843866
Path 218 | total_timesteps 3136.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.932348294768143
Path 219 | total_timesteps 3147.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.932354580932913
Path 220 | total_timesteps 3161.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.93198922233578
Path 221 | total_timesteps 3171.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.932181345224823
Path 222 | total_timesteps 3186.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.93237343241988
Path 223 | total_timesteps 3202.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.931822403864016
Path 224 | total_timesteps 3211.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.931364354044767
Path 225 | total_timesteps 3218.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.931184992570579
Path 226 | total_timesteps 3229.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.931562819203268
Path 227 | total_timesteps 3245.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.931197771587744
Path 228 | total_timesteps 3253.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.931575526877728
Path 229 | total_timesteps 3270.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.93148904567397
Path 230 | total_timesteps 3279.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.931402580525388
Path 231 | total_timesteps 3292.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.931501763504734
Path 232 | total_timesteps 3308.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.93122969837587
Path 233 | total_timesteps 3317.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.930957683741648
Path 234 | total_timesteps 3329.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.93124246079614
Path 235 | total_timesteps 3347.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.931991092967156
Path 236 | total_timesteps 3366.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.931904629371926
Path 237 | total_timesteps 3377.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.931632653061225
Path 238 | total_timesteps 3390.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.931731750301456
Path 239 | total_timesteps 3402.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.931830829159711
Path 240 | total_timesteps 3416.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.932671798200872
Path 241 | total_timesteps 3437.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.932956231454005
Path 242 | total_timesteps 3453.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.933611497450162
Path 243 | total_timesteps 3474.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.933339514185056
Path 244 | total_timesteps 3482.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.933531102252712
Path 245 | total_timesteps 3498.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.933722654801631
Path 246 | total_timesteps 3514.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.933636110853648
Path 247 | total_timesteps 3527.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.93327154772938
Path 248 | total_timesteps 3536.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.933092391807989
Path 249 | total_timesteps 3550.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.932820607857673
Path 250 | total_timesteps 3559.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.934031316594089
Path 251 | total_timesteps 3583.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.934037428200853
Path 252 | total_timesteps 3597.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.933672996757759
Path 253 | total_timesteps 3605.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.93367914042238
Path 254 | total_timesteps 3620.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.93350004630916
Path 255 | total_timesteps 3629.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.933506204852751
Path 256 | total_timesteps 3641.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.933882766922864
Path 257 | total_timesteps 3656.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.934351851851853
Path 258 | total_timesteps 3674.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.934728265901306
Path 259 | total_timesteps 3691.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.934456582114423
Path 260 | total_timesteps 3701.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.934184948625381
Path 261 | total_timesteps 3710.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.934376156978896
Path 262 | total_timesteps 3724.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.933919481721425
Path 263 | total_timesteps 3732.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.933740514528965
Path 264 | total_timesteps 3746.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.933654113074859
Path 265 | total_timesteps 3756.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.934030347890452
Path 266 | total_timesteps 3776.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.934221482098252
Path 267 | total_timesteps 3789.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.933857539315449
Path 268 | total_timesteps 3797.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.933771159004717
Path 269 | total_timesteps 3807.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.933407325194228
Path 270 | total_timesteps 3817.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.934430777767503
Path 271 | total_timesteps 3844.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.935823931940078
Path 272 | total_timesteps 3872.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.936384650947758
Path 273 | total_timesteps 3891.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.936852810650887
Path 274 | total_timesteps 3908.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.936951095497827
Path 275 | total_timesteps 3920.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.936956923645775
Path 276 | total_timesteps 3932.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.936500600794897
Path 277 | total_timesteps 3941.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.937153419593345
Path 278 | total_timesteps 3960.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.93725164032899
Path 279 | total_timesteps 3973.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.937442247274072
Path 280 | total_timesteps 3988.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.937170839878037
Path 281 | total_timesteps 3998.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.9380081300813
Path 282 | total_timesteps 4021.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.937736720554273
Path 283 | total_timesteps 4031.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.93746536116756
Path 284 | total_timesteps 4040.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.937563498660756
Path 285 | total_timesteps 4054.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.937199852234947
Path 286 | total_timesteps 4061.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.937020962231045
Path 287 | total_timesteps 4073.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.936565096952908
Path 288 | total_timesteps 4080.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.936570953743884
Path 289 | total_timesteps 4090.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.936576809453472
Path 290 | total_timesteps 4101.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.936398043016709
Path 291 | total_timesteps 4110.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.936311611593133
Path 292 | total_timesteps 4120.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.936225196123674
Path 293 | total_timesteps 4131.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.936231081579919
Path 294 | total_timesteps 4142.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.935960136569161
Path 295 | total_timesteps 4150.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.936519653072523
Path 296 | total_timesteps 4169.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.936064212565736
Path 297 | total_timesteps 4177.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.935977859778598
Path 298 | total_timesteps 4192.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.935614795683055
Path 299 | total_timesteps 4200.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.935712968087069
Path 300 | total_timesteps 4212.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.936641150972978
Path 301 | total_timesteps 4241.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.936739210623386
Path 302 | total_timesteps 4255.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.93683725218995
Path 303 | total_timesteps 4267.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.936843075788309
Path 304 | total_timesteps 4278.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.936572324144924
Path 305 | total_timesteps 4286.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.936854719764012
Path 306 | total_timesteps 4302.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.936676191354042
Path 307 | total_timesteps 4315.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.93668202764977
Path 308 | total_timesteps 4327.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.936595705464935
Path 309 | total_timesteps 4341.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.93752303722816
Path 310 | total_timesteps 4367.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.937713074725883
Path 311 | total_timesteps 4382.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.937626681407776
Path 312 | total_timesteps 4394.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.937448180561953
Path 313 | total_timesteps 4404.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.937453942520266
Path 314 | total_timesteps 4420.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.937183383991895
Path 315 | total_timesteps 4429.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.936636581322528
Path 316 | total_timesteps 4438.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.936366147895754
Path 317 | total_timesteps 4448.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.936556169429098
Path 318 | total_timesteps 4461.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.936377865758217
Path 319 | total_timesteps 4470.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.936383723071257
Path 320 | total_timesteps 4488.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.937126024118568
Path 321 | total_timesteps 4508.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.93713181148748
Path 322 | total_timesteps 4518.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.93676944316613
Path 323 | total_timesteps 4527.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.936407141542427
Path 324 | total_timesteps 4536.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.936505015183583
Path 325 | total_timesteps 4549.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.936786897313214
Path 326 | total_timesteps 4566.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.936884718005336
Path 327 | total_timesteps 4582.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.937810487580498
Path 328 | total_timesteps 4604.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.937908196118112
Path 329 | total_timesteps 4618.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.938281824871229
Path 330 | total_timesteps 4635.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.939207210521475
Path 331 | total_timesteps 4657.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.940040463490895
Path 332 | total_timesteps 4683.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.940597701149425
Path 333 | total_timesteps 4707.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.940603162927546
Path 334 | total_timesteps 4719.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.941160246391469
Path 335 | total_timesteps 4740.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.941993013421586
Path 336 | total_timesteps 4765.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.941446824156632
Path 337 | total_timesteps 4772.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.941360294117647
Path 338 | total_timesteps 4782.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.941273779983458
Path 339 | total_timesteps 4793.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.941003492005146
Path 340 | total_timesteps 4800.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.940917026555178
Path 341 | total_timesteps 4810.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.940738699007717
Path 342 | total_timesteps 4825.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.940376665135508
Path 343 | total_timesteps 4835.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.940749586625023
Path 344 | total_timesteps 4852.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.94158170294847
Path 345 | total_timesteps 4874.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.94250551065393
Path 346 | total_timesteps 4898.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.942235283313435
Path 347 | total_timesteps 4910.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.941873278236915
Path 348 | total_timesteps 4921.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.94187861537049
Path 349 | total_timesteps 4931.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.941975762027177
Path 350 | total_timesteps 4942.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.942440099146241
Path 351 | total_timesteps 4957.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.94272076372315
Path 352 | total_timesteps 4972.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.942726021110602
Path 353 | total_timesteps 4987.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.942823054331864
Path 354 | total_timesteps 5003.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.943103606497202
Path 355 | total_timesteps 5020.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.943475867131584
Path 356 | total_timesteps 5036.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.943297550233966
Path 357 | total_timesteps 5047.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.943119266055046
Path 358 | total_timesteps 5058.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.94284927988258
Path 359 | total_timesteps 5070.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.94276279581728
Path 360 | total_timesteps 5086.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.942401173988811
Path 361 | total_timesteps 5095.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.943415260454879
Path 362 | total_timesteps 5125.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.943053645116919
Path 363 | total_timesteps 5134.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.942783788740144
Path 364 | total_timesteps 5146.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.943064087283396
Path 365 | total_timesteps 5162.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.943986065273194
Path 366 | total_timesteps 5188.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.944082867357228
Path 367 | total_timesteps 5203.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.94390467461045
Path 368 | total_timesteps 5216.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.944368068921271
Path 369 | total_timesteps 5235.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.944648093841643
Path 370 | total_timesteps 5250.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.944561532117659
Path 371 | total_timesteps 5260.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.944474986256184
Path 372 | total_timesteps 5272.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.944205222171323
Path 373 | total_timesteps 5283.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.94466837669476
Path 374 | total_timesteps 5307.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.944673445085646
Path 375 | total_timesteps 5321.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.944586920681443
Path 376 | total_timesteps 5332.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.944591995603993
Path 377 | total_timesteps 5344.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.944322344322345
Path 378 | total_timesteps 5352.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.944419009248238
Path 379 | total_timesteps 5365.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.944424098150522
Path 380 | total_timesteps 5376.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.94442918612103
Path 381 | total_timesteps 5386.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.943885023800805
Path 382 | total_timesteps 5393.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.943432494279175
Path 383 | total_timesteps 5400.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.94307157239612
Path 384 | total_timesteps 5407.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.943625880845612
Path 385 | total_timesteps 5426.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.943722547584187
Path 386 | total_timesteps 5441.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.943453197913808
Path 387 | total_timesteps 5453.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.94391582799634
Path 388 | total_timesteps 5470.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.943555026987466
Path 389 | total_timesteps 5480.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.943560190267105
Path 390 | total_timesteps 5492.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.9432909539925
Path 391 | total_timesteps 5501.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.943113224803366
Path 392 | total_timesteps 5511.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.943118427069045
Path 393 | total_timesteps 5522.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.943215069495245
Path 394 | total_timesteps 5536.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.943951723507361
Path 395 | total_timesteps 5558.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.943591150118852
Path 396 | total_timesteps 5565.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.943687722826583
Path 397 | total_timesteps 5579.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.943784277879342
Path 398 | total_timesteps 5594.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.943515217987386
Path 399 | total_timesteps 5605.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.944617071833303
Path 400 | total_timesteps 5631.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.945718724298638
Path 401 | total_timesteps 5655.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.945540935672515
Path 402 | total_timesteps 5665.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.945545911375056
Path 403 | total_timesteps 5678.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.945916316462634
Path 404 | total_timesteps 5695.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.946195304649676
Path 405 | total_timesteps 5711.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.946108878333943
Path 406 | total_timesteps 5722.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.946113800347064
Path 407 | total_timesteps 5736.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.946118721461188
Path 408 | total_timesteps 5749.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.945758378230298
Path 409 | total_timesteps 5756.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.945763330898465
Path 410 | total_timesteps 5769.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.946863872911532
Path 411 | total_timesteps 5794.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.946686142048566
Path 412 | total_timesteps 5803.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.947968963943405
Path 413 | total_timesteps 5833.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.947791164658634
Path 414 | total_timesteps 5849.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.9478871954002
Path 415 | total_timesteps 5865.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.947709436028472
Path 416 | total_timesteps 5874.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.947987955105393
Path 417 | total_timesteps 5891.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.949087591240875
Path 418 | total_timesteps 5923.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.948818538454521
Path 419 | total_timesteps 5934.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.94836708629812
Path 420 | total_timesteps 5943.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.948554227857338
Path 421 | total_timesteps 5960.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.948832542867567
Path 422 | total_timesteps 5976.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.948928408572732
Path 423 | total_timesteps 5987.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.948750683932154
Path 424 | total_timesteps 5996.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.949393635451809
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.21    |
| Iteration     | 22       |
| MaximumReturn | 3.87     |
| MinimumReturn | -20.5    |
| TotalSamples  | 96127    |
----------------------------
itr #23 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.011564604938030243
Validation loss = 0.010919413529336452
Validation loss = 0.010948516428470612
Validation loss = 0.01134490966796875
Validation loss = 0.010888430289924145
Validation loss = 0.010961913503706455
Validation loss = 0.011272820644080639
Validation loss = 0.011134699918329716
Validation loss = 0.01096289325505495
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.010951357893645763
Validation loss = 0.010855719447135925
Validation loss = 0.011044475249946117
Validation loss = 0.010630046017467976
Validation loss = 0.0109909288585186
Validation loss = 0.011022963561117649
Validation loss = 0.010921895503997803
Validation loss = 0.011110675521194935
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.949033552151715
Path 1 | total_timesteps 9.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.948855866532957
Path 2 | total_timesteps 18.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.948587055606199
Path 3 | total_timesteps 26.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.94822714428949
Path 4 | total_timesteps 35.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.948231862923807
Path 5 | total_timesteps 49.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.947963182356693
Path 6 | total_timesteps 58.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.948423546564607
Path 7 | total_timesteps 78.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.948246013667426
Path 8 | total_timesteps 87.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.948706268221574
Path 9 | total_timesteps 106.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.948710941058577
Path 10 | total_timesteps 120.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.949079978138094
Path 11 | total_timesteps 140.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.949266782038437
Path 12 | total_timesteps 154.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.949180327868852
Path 13 | total_timesteps 167.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.949276022220198
Path 14 | total_timesteps 180.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.950191221999635
Path 15 | total_timesteps 203.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.950286806883366
Path 16 | total_timesteps 221.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.950018208302986
Path 17 | total_timesteps 233.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.951024123805189
Path 18 | total_timesteps 258.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.951574731476425
Path 19 | total_timesteps 277.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.951397105670338
Path 20 | total_timesteps 287.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.951674554058973
Path 21 | total_timesteps 306.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.951496951496951
Path 22 | total_timesteps 318.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.951319381255686
Path 23 | total_timesteps 328.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.9514147939223
Path 24 | total_timesteps 340.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.951419213973798
Path 25 | total_timesteps 352.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.951696534158101
Path 26 | total_timesteps 367.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.952792432235764
Path 27 | total_timesteps 394.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.952796725784447
Path 28 | total_timesteps 406.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.9528010185522
Path 29 | total_timesteps 417.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.95298717832136
Path 30 | total_timesteps 437.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.953355155482814
Path 31 | total_timesteps 459.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.953723065733248
Path 32 | total_timesteps 476.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.953454545454546
Path 33 | total_timesteps 485.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.953913280610854
Path 34 | total_timesteps 506.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.954735502635884
Path 35 | total_timesteps 533.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.954194310642553
Path 36 | total_timesteps 541.
number of affinization with epsilon = 3 is 26
average number of affinization = 8.95574336604871
Path 37 | total_timesteps 571.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.955474784189004
Path 38 | total_timesteps 580.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.955933127385062
Path 39 | total_timesteps 596.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.955846279640229
Path 40 | total_timesteps 610.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.95703125
Path 41 | total_timesteps 640.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.957307657371242
Path 42 | total_timesteps 657.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.957493188010899
Path 43 | total_timesteps 671.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.957769503224048
Path 44 | total_timesteps 690.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.957954958227388
Path 45 | total_timesteps 707.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.958685190229728
Path 46 | total_timesteps 728.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.958961321953877
Path 47 | total_timesteps 742.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.959146618247845
Path 48 | total_timesteps 758.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.95942265795207
Path 49 | total_timesteps 776.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.959244803485522
Path 50 | total_timesteps 784.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.95997458703939
Path 51 | total_timesteps 806.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.960613485797259
Path 52 | total_timesteps 826.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.960344827586207
Path 53 | total_timesteps 835.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.960439161600581
Path 54 | total_timesteps 846.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.960170567954998
Path 55 | total_timesteps 853.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.959992742447609
Path 56 | total_timesteps 861.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.960903483309144
Path 57 | total_timesteps 887.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.960816326530612
Path 58 | total_timesteps 902.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.961726827498639
Path 59 | total_timesteps 924.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.962274417339259
Path 60 | total_timesteps 944.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.962005803409504
Path 61 | total_timesteps 953.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.96246259860368
Path 62 | total_timesteps 970.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.962647325475974
Path 63 | total_timesteps 986.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.963285286918683
Path 64 | total_timesteps 1007.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.96346990572879
Path 65 | total_timesteps 1020.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.964107676969093
Path 66 | total_timesteps 1040.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.964201558818198
Path 67 | total_timesteps 1053.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.965473493429995
Path 68 | total_timesteps 1081.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.965657847046032
Path 69 | total_timesteps 1098.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.965660958593821
Path 70 | total_timesteps 1112.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.965845261822794
Path 71 | total_timesteps 1130.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.965757767913761
Path 72 | total_timesteps 1140.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.965760869565218
Path 73 | total_timesteps 1153.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.966307399692058
Path 74 | total_timesteps 1170.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.966401014309001
Path 75 | total_timesteps 1184.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.966222946663045
Path 76 | total_timesteps 1193.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.966135458167331
Path 77 | total_timesteps 1207.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.9662290629244
Path 78 | total_timesteps 1223.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.96650371175086
Path 79 | total_timesteps 1237.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.966959355481126
Path 80 | total_timesteps 1253.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.967324402606806
Path 81 | total_timesteps 1272.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.96768938365463
Path 82 | total_timesteps 1293.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.967782805429865
Path 83 | total_timesteps 1307.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.967514252103882
Path 84 | total_timesteps 1316.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.96742671009772
Path 85 | total_timesteps 1329.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.967882022980186
Path 86 | total_timesteps 1347.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.968156323502804
Path 87 | total_timesteps 1365.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.968068747173225
Path 88 | total_timesteps 1378.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.968342981186685
Path 89 | total_timesteps 1394.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.96879804648639
Path 90 | total_timesteps 1416.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.969343461747151
Path 91 | total_timesteps 1434.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.969255809747716
Path 92 | total_timesteps 1446.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.969258589511755
Path 93 | total_timesteps 1459.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.969080553295361
Path 94 | total_timesteps 1470.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.968902549267764
Path 95 | total_timesteps 1481.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.9698092741571
Path 96 | total_timesteps 1509.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.970535068691252
Path 97 | total_timesteps 1527.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.970537731586083
Path 98 | total_timesteps 1540.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.971082595337068
Path 99 | total_timesteps 1560.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.97108520827686
Path 100 | total_timesteps 1572.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.971268521864836
Path 101 | total_timesteps 1584.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.971180775137773
Path 102 | total_timesteps 1595.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.9710027100271
Path 103 | total_timesteps 1608.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.971185981392829
Path 104 | total_timesteps 1620.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.971640173410405
Path 105 | total_timesteps 1640.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.972455522441976
Path 106 | total_timesteps 1665.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.973090121004153
Path 107 | total_timesteps 1686.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.973544018058691
Path 108 | total_timesteps 1707.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.97363669194655
Path 109 | total_timesteps 1719.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.973729349101742
Path 110 | total_timesteps 1730.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.973641451525546
Path 111 | total_timesteps 1740.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.97400487408611
Path 112 | total_timesteps 1760.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.974187725631769
Path 113 | total_timesteps 1774.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.973919321360889
Path 114 | total_timesteps 1784.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.973741201949107
Path 115 | total_timesteps 1797.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.974284940900478
Path 116 | total_timesteps 1821.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.974377481053772
Path 117 | total_timesteps 1834.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.974109156517818
Path 118 | total_timesteps 1842.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.974291899693307
Path 119 | total_timesteps 1857.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.974655001352936
Path 120 | total_timesteps 1874.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.974657287157287
Path 121 | total_timesteps 1890.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.975651546577689
Path 122 | total_timesteps 1918.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.975383228133454
Path 123 | total_timesteps 1930.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.975385447660265
Path 124 | total_timesteps 1944.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.97628921745402
Path 125 | total_timesteps 1965.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.976020914089966
Path 126 | total_timesteps 1973.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.97557238146746
Path 127 | total_timesteps 1980.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.97602523659306
Path 128 | total_timesteps 1999.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.97557678442682
Path 129 | total_timesteps 2006.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.975488870866
Path 130 | total_timesteps 2016.
number of affinization with epsilon = 3 is 2
average number of affinization = 8.974860335195531
Path 131 | total_timesteps 2023.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.975763582304712
Path 132 | total_timesteps 2048.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.975765765765766
Path 133 | total_timesteps 2066.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.975497702909648
Path 134 | total_timesteps 2074.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.975319762205007
Path 135 | total_timesteps 2083.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.974961722057103
Path 136 | total_timesteps 2092.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.975414265129682
Path 137 | total_timesteps 2108.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.975596578117965
Path 138 | total_timesteps 2125.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.97586889969386
Path 139 | total_timesteps 2140.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.975961105609075
Path 140 | total_timesteps 2153.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.976683471371985
Path 141 | total_timesteps 2177.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.977855792600595
Path 142 | total_timesteps 2202.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.977497749774978
Path 143 | total_timesteps 2210.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.978669786697868
Path 144 | total_timesteps 2240.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.97840172786177
Path 145 | total_timesteps 2252.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.978403671375865
Path 146 | total_timesteps 2263.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.978225661328056
Path 147 | total_timesteps 2275.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.978137651821863
Path 148 | total_timesteps 2286.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.978319539402662
Path 149 | total_timesteps 2301.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.978681298911576
Path 150 | total_timesteps 2319.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.978593272171254
Path 151 | total_timesteps 2334.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.978954941991185
Path 152 | total_timesteps 2349.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.978507194244605
Path 153 | total_timesteps 2356.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.978239366963402
Path 154 | total_timesteps 2367.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.97914044236648
Path 155 | total_timesteps 2391.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.978782702508315
Path 156 | total_timesteps 2401.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.978604818410643
Path 157 | total_timesteps 2413.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.97932584269663
Path 158 | total_timesteps 2432.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.978968182635269
Path 159 | total_timesteps 2440.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.978970072795901
Path 160 | total_timesteps 2451.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.978522645578721
Path 161 | total_timesteps 2457.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.978973852098122
Path 162 | total_timesteps 2477.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.978975741239893
Path 163 | total_timesteps 2492.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.978797951666516
Path 164 | total_timesteps 2502.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.979159180740208
Path 165 | total_timesteps 2518.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.978891583580348
Path 166 | total_timesteps 2529.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.978624034488952
Path 167 | total_timesteps 2539.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.978176919622811
Path 168 | total_timesteps 2550.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.97808908045977
Path 169 | total_timesteps 2562.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.977821675496093
Path 170 | total_timesteps 2574.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.978093014903932
Path 171 | total_timesteps 2589.
number of affinization with epsilon = 3 is 25
average number of affinization = 8.979531376245623
Path 172 | total_timesteps 2621.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.979174147217234
Path 173 | total_timesteps 2635.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.978996499416569
Path 174 | total_timesteps 2645.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.979267635971999
Path 175 | total_timesteps 2660.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.98043614825451
Path 176 | total_timesteps 2690.
number of affinization with epsilon = 3 is 29
average number of affinization = 8.982232591529074
Path 177 | total_timesteps 2727.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.982054733064155
Path 178 | total_timesteps 2738.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.981966624798133
Path 179 | total_timesteps 2751.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.981788822104603
Path 180 | total_timesteps 2764.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.98232866881952
Path 181 | total_timesteps 2785.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.98250964212037
Path 182 | total_timesteps 2802.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.98286995515695
Path 183 | total_timesteps 2820.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.983588915792305
Path 184 | total_timesteps 2843.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.98332137733142
Path 185 | total_timesteps 2855.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.983143548820944
Path 186 | total_timesteps 2864.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.982876098260714
Path 187 | total_timesteps 2874.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.982608695652173
Path 188 | total_timesteps 2882.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.98287916816063
Path 189 | total_timesteps 2901.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.98279107286905
Path 190 | total_timesteps 2910.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.98306148055207
Path 191 | total_timesteps 2928.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.982883770947218
Path 192 | total_timesteps 2938.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.98279569892473
Path 193 | total_timesteps 2948.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.983066033509543
Path 194 | total_timesteps 2966.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.98288837125963
Path 195 | total_timesteps 2976.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.982710740840275
Path 196 | total_timesteps 2987.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.982801863131494
Path 197 | total_timesteps 3001.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.982445141065831
Path 198 | total_timesteps 3008.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.982625828407667
Path 199 | total_timesteps 3024.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.982358735560133
Path 200 | total_timesteps 3035.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.98218123209169
Path 201 | total_timesteps 3046.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.982630495120423
Path 202 | total_timesteps 3064.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.983079677708147
Path 203 | total_timesteps 3081.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.983976367379823
Path 204 | total_timesteps 3105.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.983530254206945
Path 205 | total_timesteps 3114.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.983263223843194
Path 206 | total_timesteps 3123.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.983264721675317
Path 207 | total_timesteps 3133.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.983266219239374
Path 208 | total_timesteps 3146.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.983625626342162
Path 209 | total_timesteps 3164.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.983984969133042
Path 210 | total_timesteps 3184.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.98389694041868
Path 211 | total_timesteps 3201.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.98363002057429
Path 212 | total_timesteps 3212.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.98381037567084
Path 213 | total_timesteps 3225.
number of affinization with epsilon = 3 is 25
average number of affinization = 8.98524282264556
Path 214 | total_timesteps 3254.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.986049007333214
Path 215 | total_timesteps 3279.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.98587141196459
Path 216 | total_timesteps 3290.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.985693848354792
Path 217 | total_timesteps 3301.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.98596334376397
Path 218 | total_timesteps 3319.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.986143393527623
Path 219 | total_timesteps 3334.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.986591579511934
Path 220 | total_timesteps 3354.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.986145870575617
Path 221 | total_timesteps 3362.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.986236482259361
Path 222 | total_timesteps 3380.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.98668453976765
Path 223 | total_timesteps 3399.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.987311232240193
Path 224 | total_timesteps 3421.
number of affinization with epsilon = 3 is 19
average number of affinization = 8.98820586132952
Path 225 | total_timesteps 3444.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.988206915036184
Path 226 | total_timesteps 3456.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.988386635697696
Path 227 | total_timesteps 3470.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.988476998660117
Path 228 | total_timesteps 3486.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.98829939264023
Path 229 | total_timesteps 3501.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.98794319907118
Path 230 | total_timesteps 3509.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.988301482407573
Path 231 | total_timesteps 3528.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.988034645950531
Path 232 | total_timesteps 3536.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.988482142857142
Path 233 | total_timesteps 3553.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.988393893402375
Path 234 | total_timesteps 3563.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.988127120157115
Path 235 | total_timesteps 3576.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.988485227171294
Path 236 | total_timesteps 3593.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.988664762584792
Path 237 | total_timesteps 3606.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.988398036590807
Path 238 | total_timesteps 3615.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.98830983401749
Path 239 | total_timesteps 3627.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.988846256803784
Path 240 | total_timesteps 3648.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.988579586009992
Path 241 | total_timesteps 3659.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.988312962797751
Path 242 | total_timesteps 3668.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.988314005352365
Path 243 | total_timesteps 3678.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.988315047720988
Path 244 | total_timesteps 3690.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.988316089903675
Path 245 | total_timesteps 3704.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.988317131900473
Path 246 | total_timesteps 3717.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.988050650972
Path 247 | total_timesteps 3727.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.987962550156041
Path 248 | total_timesteps 3736.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.988498573466476
Path 249 | total_timesteps 3755.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.988232147633058
Path 250 | total_timesteps 3764.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.988233196648244
Path 251 | total_timesteps 3775.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.988947321508157
Path 252 | total_timesteps 3796.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.988591800356506
Path 253 | total_timesteps 3806.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.989038410123875
Path 254 | total_timesteps 3826.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.988861165567634
Path 255 | total_timesteps 3835.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.988862158068253
Path 256 | total_timesteps 3848.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.988774055595153
Path 257 | total_timesteps 3861.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.988953229398664
Path 258 | total_timesteps 3875.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.988776055585248
Path 259 | total_timesteps 3884.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.988687984323505
Path 260 | total_timesteps 3894.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.989045244032775
Path 261 | total_timesteps 3911.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.989224329860184
Path 262 | total_timesteps 3925.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.988869100623331
Path 263 | total_timesteps 3933.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.988959130976761
Path 264 | total_timesteps 3946.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.988960113960115
Path 265 | total_timesteps 3965.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.989139143594766
Path 266 | total_timesteps 3980.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.98887306391312
Path 267 | total_timesteps 3988.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.989230084557187
Path 268 | total_timesteps 4003.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.989320042719829
Path 269 | total_timesteps 4018.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.988965026252558
Path 270 | total_timesteps 4026.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.989232959601352
Path 271 | total_timesteps 4044.
number of affinization with epsilon = 3 is 25
average number of affinization = 8.99065753180888
Path 272 | total_timesteps 4076.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.990658362989324
Path 273 | total_timesteps 4089.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.990748154078819
Path 274 | total_timesteps 4103.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.990837929194093
Path 275 | total_timesteps 4120.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.990927688339411
Path 276 | total_timesteps 4132.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.991106367840626
Path 277 | total_timesteps 4146.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.990929301911962
Path 278 | total_timesteps 4158.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.991196869998221
Path 279 | total_timesteps 4172.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.991997866097625
Path 280 | total_timesteps 4198.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.99208748221906
Path 281 | total_timesteps 4214.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.991910392034848
Path 282 | total_timesteps 4222.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.992
Path 283 | total_timesteps 4234.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.99217847302462
Path 284 | total_timesteps 4256.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.992445787415571
Path 285 | total_timesteps 4274.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.992801919488137
Path 286 | total_timesteps 4289.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.993335702861206
Path 287 | total_timesteps 4311.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.994047090182141
Path 288 | total_timesteps 4335.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.994047619047619
Path 289 | total_timesteps 4350.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.994225815048415
Path 290 | total_timesteps 4364.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.994403979392432
Path 291 | total_timesteps 4376.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.994226840749622
Path 292 | total_timesteps 4385.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.99404973357016
Path 293 | total_timesteps 4394.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.9943166681467
Path 294 | total_timesteps 4410.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.995027526194281
Path 295 | total_timesteps 4430.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.995471899138773
Path 296 | total_timesteps 4452.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.995294744318182
Path 297 | total_timesteps 4463.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.994851309365291
Path 298 | total_timesteps 4471.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.995561867566128
Path 299 | total_timesteps 4492.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.99582852578326
Path 300 | total_timesteps 4514.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.995651402200924
Path 301 | total_timesteps 4524.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.995651788091223
Path 302 | total_timesteps 4534.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.995563442768411
Path 303 | total_timesteps 4552.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.996007452754858
Path 304 | total_timesteps 4570.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.995741660752307
Path 305 | total_timesteps 4577.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.99547591590526
Path 306 | total_timesteps 4587.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.995387617527053
Path 307 | total_timesteps 4599.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.995831485587583
Path 308 | total_timesteps 4619.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.995654487406881
Path 309 | total_timesteps 4632.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.996009577015164
Path 310 | total_timesteps 4648.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.9960099308388
Path 311 | total_timesteps 4661.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.99592162425747
Path 312 | total_timesteps 4674.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.99645390070922
Path 313 | total_timesteps 4695.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.99627692580445
Path 314 | total_timesteps 4708.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.996099982272646
Path 315 | total_timesteps 4719.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.995834441194718
Path 316 | total_timesteps 4733.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.99556894718185
Path 317 | total_timesteps 4743.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.996278245458573
Path 318 | total_timesteps 4764.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.996278575225944
Path 319 | total_timesteps 4776.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.996633294941082
Path 320 | total_timesteps 4792.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.996279234585401
Path 321 | total_timesteps 4803.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.996279564177518
Path 322 | total_timesteps 4817.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.996634189548272
Path 323 | total_timesteps 4838.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.99628022318661
Path 324 | total_timesteps 4846.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.99654622741764
Path 325 | total_timesteps 4862.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.997609138404322
Path 326 | total_timesteps 4888.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.997166637152471
Path 327 | total_timesteps 4898.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.99734395750332
Path 328 | total_timesteps 4913.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.99796388101983
Path 329 | total_timesteps 4932.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.9979640612552
Path 330 | total_timesteps 4944.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.998052752699593
Path 331 | total_timesteps 4957.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.99769891140809
Path 332 | total_timesteps 4966.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.997522123893805
Path 333 | total_timesteps 4975.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.998141757366605
Path 334 | total_timesteps 4996.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.9976110422934
Path 335 | total_timesteps 5004.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.99769972573653
Path 336 | total_timesteps 5017.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.997699929228592
Path 337 | total_timesteps 5028.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.99796550199027
Path 338 | total_timesteps 5045.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.998142579161508
Path 339 | total_timesteps 5065.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.998319625011055
Path 340 | total_timesteps 5078.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.998761938450654
Path 341 | total_timesteps 5101.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.998231497037757
Path 342 | total_timesteps 5109.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.997966401414677
Path 343 | total_timesteps 5120.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.997966581204137
Path 344 | total_timesteps 5131.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.99761315417256
Path 345 | total_timesteps 5139.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.997348183505702
Path 346 | total_timesteps 5150.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.997260031818985
Path 347 | total_timesteps 5164.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.997171895713654
Path 348 | total_timesteps 5180.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.99673029338989
Path 349 | total_timesteps 5189.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.997084032870902
Path 350 | total_timesteps 5209.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.996907580844672
Path 351 | total_timesteps 5220.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.996996201077835
Path 352 | total_timesteps 5236.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.996643109540637
Path 353 | total_timesteps 5247.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.99655507464005
Path 354 | total_timesteps 5259.
number of affinization with epsilon = 3 is 31
average number of affinization = 8.998498498498499
Path 355 | total_timesteps 5298.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.999470105095822
Path 356 | total_timesteps 5323.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.000088308018368
Path 357 | total_timesteps 5344.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.999911699779249
Path 358 | total_timesteps 5358.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.0
Path 359 | total_timesteps 5373.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.999911715370354
Path 360 | total_timesteps 5386.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.999823446327683
Path 361 | total_timesteps 5396.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.999382116691676
Path 362 | total_timesteps 5403.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.999117387466901
Path 363 | total_timesteps 5414.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.999029211896566
Path 364 | total_timesteps 5429.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.99911754324038
Path 365 | total_timesteps 5445.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.999911762110651
Path 366 | total_timesteps 5465.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.0
Path 367 | total_timesteps 5479.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.000088222320247
Path 368 | total_timesteps 5496.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.000088214537756
Path 369 | total_timesteps 5508.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.000088206756638
Path 370 | total_timesteps 5522.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.000264596930675
Path 371 | total_timesteps 5538.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.0
Path 372 | total_timesteps 5548.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.9994708994709
Path 373 | total_timesteps 5559.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.000705405167093
Path 374 | total_timesteps 5586.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.000440839358138
Path 375 | total_timesteps 5597.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.000705280789914
Path 376 | total_timesteps 5612.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.000264456981665
Path 377 | total_timesteps 5621.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.999823710885853
Path 378 | total_timesteps 5630.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.999735589635113
Path 379 | total_timesteps 5641.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.0
Path 380 | total_timesteps 5655.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.000616848783928
Path 381 | total_timesteps 5674.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.000440567450877
Path 382 | total_timesteps 5682.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.000264317180617
Path 383 | total_timesteps 5691.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.000440489824685
Path 384 | total_timesteps 5705.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.000264270613108
Path 385 | total_timesteps 5714.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.000616577116181
Path 386 | total_timesteps 5731.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.001673419059362
Path 387 | total_timesteps 5758.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.00237780713342
Path 388 | total_timesteps 5779.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.003346248679112
Path 389 | total_timesteps 5807.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.003434005459189
Path 390 | total_timesteps 5820.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.003081528438106
Path 391 | total_timesteps 5829.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.002993221234263
Path 392 | total_timesteps 5839.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.003080985915492
Path 393 | total_timesteps 5852.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.003080714725817
Path 394 | total_timesteps 5864.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.003344481605351
Path 395 | total_timesteps 5880.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.002992167561384
Path 396 | total_timesteps 5888.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.002903907074973
Path 397 | total_timesteps 5898.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.002727672679278
Path 398 | total_timesteps 5908.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.00369523139187
Path 399 | total_timesteps 5933.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.003870854227149
Path 400 | total_timesteps 5949.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.003870513722731
Path 401 | total_timesteps 5961.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.003958131761808
Path 402 | total_timesteps 5976.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.004045734388741
Path 403 | total_timesteps 5998.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.003957435581743
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.23    |
| Iteration     | 23       |
| MaximumReturn | 4.41     |
| MinimumReturn | -18.1    |
| TotalSamples  | 100133   |
----------------------------
itr #24 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.0110751548781991
Validation loss = 0.011152995750308037
Validation loss = 0.011109230108559132
Validation loss = 0.01103319600224495
Validation loss = 0.010846782475709915
Validation loss = 0.010669657029211521
Validation loss = 0.010231275111436844
Validation loss = 0.01070700865238905
Validation loss = 0.010964369401335716
Validation loss = 0.010570541955530643
Validation loss = 0.010915067978203297
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.011151112616062164
Validation loss = 0.011028995737433434
Validation loss = 0.010785205289721489
Validation loss = 0.010696408338844776
Validation loss = 0.010724007152020931
Validation loss = 0.010722874663770199
Validation loss = 0.01087769865989685
Validation loss = 0.010561220347881317
Validation loss = 0.011171141639351845
Validation loss = 0.010787896811962128
Validation loss = 0.010861546732485294
Validation loss = 0.010898837819695473
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.003605346465001
Path 1 | total_timesteps 10.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.00386881209883
Path 2 | total_timesteps 27.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.003428872867945
Path 3 | total_timesteps 37.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.003868131868131
Path 4 | total_timesteps 56.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.003955696202532
Path 5 | total_timesteps 72.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.004043245143711
Path 6 | total_timesteps 87.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.00377922306205
Path 7 | total_timesteps 95.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.003515247385534
Path 8 | total_timesteps 104.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.004657293497363
Path 9 | total_timesteps 129.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.005447675951146
Path 10 | total_timesteps 152.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.005271481286242
Path 11 | total_timesteps 161.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.00518316788193
Path 12 | total_timesteps 171.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.0055340829234
Path 13 | total_timesteps 187.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.005709266578831
Path 14 | total_timesteps 203.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.005445283681714
Path 15 | total_timesteps 211.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.005356986036709
Path 16 | total_timesteps 220.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.005707762557078
Path 17 | total_timesteps 239.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.006058477478268
Path 18 | total_timesteps 258.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.006145741878841
Path 19 | total_timesteps 274.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.005706259327539
Path 20 | total_timesteps 283.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.005091292134832
Path 21 | total_timesteps 293.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.005003072061792
Path 22 | total_timesteps 304.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.005002632964718
Path 23 | total_timesteps 317.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.00517770952172
Path 24 | total_timesteps 335.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.005352755352755
Path 25 | total_timesteps 349.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.005264543300868
Path 26 | total_timesteps 361.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.0050886120372
Path 27 | total_timesteps 374.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.005789981577331
Path 28 | total_timesteps 396.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.005701754385965
Path 29 | total_timesteps 412.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.006139812297167
Path 30 | total_timesteps 432.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.006226977723207
Path 31 | total_timesteps 447.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.006138735420503
Path 32 | total_timesteps 460.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.006225885654157
Path 33 | total_timesteps 476.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.006313020604997
Path 34 | total_timesteps 492.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.006312467122568
Path 35 | total_timesteps 506.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.006574910142895
Path 36 | total_timesteps 522.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.006223702664796
Path 37 | total_timesteps 532.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.00657375755982
Path 38 | total_timesteps 556.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.007361963190185
Path 39 | total_timesteps 581.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.007098413811235
Path 40 | total_timesteps 589.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.00701016473887
Path 41 | total_timesteps 598.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.00771050556383
Path 42 | total_timesteps 621.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.00788505344314
Path 43 | total_timesteps 645.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.00797196671047
Path 44 | total_timesteps 664.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.007971268395234
Path 45 | total_timesteps 676.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.007882981518788
Path 46 | total_timesteps 690.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.00753196706954
Path 47 | total_timesteps 700.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.007881600840705
Path 48 | total_timesteps 718.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.007793345008757
Path 49 | total_timesteps 731.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.00717975658874
Path 50 | total_timesteps 739.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.007704430047276
Path 51 | total_timesteps 761.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.007441127549681
Path 52 | total_timesteps 769.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.007265406162466
Path 53 | total_timesteps 777.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.00875273522976
Path 54 | total_timesteps 810.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.008489410117276
Path 55 | total_timesteps 817.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.008576179224644
Path 56 | total_timesteps 833.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.008837941897095
Path 57 | total_timesteps 850.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.008574678449557
Path 58 | total_timesteps 858.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.008748906386701
Path 59 | total_timesteps 875.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.008398215379232
Path 60 | total_timesteps 883.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.008135059482155
Path 61 | total_timesteps 892.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.007871949619522
Path 62 | total_timesteps 902.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.007696344236487
Path 63 | total_timesteps 911.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.008832531700918
Path 64 | total_timesteps 939.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.008744316194473
Path 65 | total_timesteps 951.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.008568680598058
Path 66 | total_timesteps 960.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.008305647840531
Path 67 | total_timesteps 967.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.0087420229041
Path 68 | total_timesteps 984.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.009178321678322
Path 69 | total_timesteps 1001.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.00926492439472
Path 70 | total_timesteps 1014.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.009089320048943
Path 71 | total_timesteps 1026.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.00935069474788
Path 72 | total_timesteps 1043.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.009349877665151
Path 73 | total_timesteps 1059.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.010135430318917
Path 74 | total_timesteps 1084.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.010047178053469
Path 75 | total_timesteps 1093.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.010570455141085
Path 76 | total_timesteps 1110.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.010132774283719
Path 77 | total_timesteps 1118.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.009957201502315
Path 78 | total_timesteps 1131.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.009868995633187
Path 79 | total_timesteps 1142.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.010479434110557
Path 80 | total_timesteps 1164.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.010827803003842
Path 81 | total_timesteps 1183.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.01126342443028
Path 82 | total_timesteps 1200.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.011611664047495
Path 83 | total_timesteps 1216.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.011610650371017
Path 84 | total_timesteps 1228.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.011609636871508
Path 85 | total_timesteps 1239.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.011695906432749
Path 86 | total_timesteps 1252.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.01178216093559
Path 87 | total_timesteps 1264.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.011781132734095
Path 88 | total_timesteps 1279.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.011692844677137
Path 89 | total_timesteps 1290.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.011430067184364
Path 90 | total_timesteps 1303.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.011778049206072
Path 91 | total_timesteps 1321.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.011777021722063
Path 92 | total_timesteps 1331.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.01168876482903
Path 93 | total_timesteps 1343.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.011949411251635
Path 94 | total_timesteps 1356.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.011948369091225
Path 95 | total_timesteps 1371.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.01203453387983
Path 96 | total_timesteps 1385.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.011597488664108
Path 97 | total_timesteps 1393.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.011422094341269
Path 98 | total_timesteps 1402.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.01176983435048
Path 99 | total_timesteps 1420.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.011420102868103
Path 100 | total_timesteps 1435.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.011506276150628
Path 101 | total_timesteps 1454.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.011679595572213
Path 102 | total_timesteps 1474.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.011765731218407
Path 103 | total_timesteps 1488.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.011851851851851
Path 104 | total_timesteps 1504.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.01158940397351
Path 105 | total_timesteps 1517.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.011414132613051
Path 106 | total_timesteps 1526.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.011238891792996
Path 107 | total_timesteps 1540.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.011586375119784
Path 108 | total_timesteps 1556.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.011759581881533
Path 109 | total_timesteps 1571.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.011932758470516
Path 110 | total_timesteps 1588.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.012105904894618
Path 111 | total_timesteps 1604.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.012279021161717
Path 112 | total_timesteps 1620.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.012452107279694
Path 113 | total_timesteps 1637.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.012451023073574
Path 114 | total_timesteps 1650.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.012537001567125
Path 115 | total_timesteps 1665.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.012797074954296
Path 116 | total_timesteps 1678.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.012534818941504
Path 117 | total_timesteps 1685.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.012446688136478
Path 118 | total_timesteps 1696.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.012445604873804
Path 119 | total_timesteps 1712.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.012444521799669
Path 120 | total_timesteps 1726.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.01253045596937
Path 121 | total_timesteps 1741.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.012529365700862
Path 122 | total_timesteps 1758.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.013050287106317
Path 123 | total_timesteps 1778.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.014267072640278
Path 124 | total_timesteps 1807.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.014526791927628
Path 125 | total_timesteps 1823.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.014525528398712
Path 126 | total_timesteps 1837.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.014350321795094
Path 127 | total_timesteps 1846.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.014088181581007
Path 128 | total_timesteps 1856.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.014434782608696
Path 129 | total_timesteps 1873.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.014346578558387
Path 130 | total_timesteps 1884.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.014866979655713
Path 131 | total_timesteps 1902.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.014778753368686
Path 132 | total_timesteps 1915.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.015038247566064
Path 133 | total_timesteps 1934.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.015471534115601
Path 134 | total_timesteps 1955.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.015383278289589
Path 135 | total_timesteps 1965.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.015295037803076
Path 136 | total_timesteps 1976.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.01511991657977
Path 137 | total_timesteps 1985.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.014857937266488
Path 138 | total_timesteps 1994.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.014943527367507
Path 139 | total_timesteps 2010.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.01459473547042
Path 140 | total_timesteps 2017.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.014680333564975
Path 141 | total_timesteps 2031.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.015026491791888
Path 142 | total_timesteps 2049.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.015546291471253
Path 143 | total_timesteps 2068.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.015631784628745
Path 144 | total_timesteps 2082.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.015456755817992
Path 145 | total_timesteps 2096.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.015194929235044
Path 146 | total_timesteps 2106.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.015193610001736
Path 147 | total_timesteps 2119.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.015192290997483
Path 148 | total_timesteps 2131.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.015625
Path 149 | total_timesteps 2149.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.016057633885948
Path 150 | total_timesteps 2170.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.015969449748308
Path 151 | total_timesteps 2182.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.0157944979606
Path 152 | total_timesteps 2197.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.015619576535926
Path 153 | total_timesteps 2205.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.015444685466377
Path 154 | total_timesteps 2218.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.015183064376194
Path 155 | total_timesteps 2226.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.015528758566843
Path 156 | total_timesteps 2242.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.015787647467036
Path 157 | total_timesteps 2259.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.016046491456327
Path 158 | total_timesteps 2276.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.016131830008673
Path 159 | total_timesteps 2288.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.016130431012055
Path 160 | total_timesteps 2301.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.016649323621229
Path 161 | total_timesteps 2323.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.016561172288217
Path 162 | total_timesteps 2336.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.016126235477717
Path 163 | total_timesteps 2349.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.01577806675336
Path 164 | total_timesteps 2360.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.015776699029127
Path 165 | total_timesteps 2373.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.016035364479501
Path 166 | total_timesteps 2388.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.01638065522621
Path 167 | total_timesteps 2406.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.015945922523615
Path 168 | total_timesteps 2416.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.0157712305026
Path 169 | total_timesteps 2427.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.015683216359069
Path 170 | total_timesteps 2438.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.015595217466643
Path 171 | total_timesteps 2450.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.015247336047821
Path 172 | total_timesteps 2460.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.01515939015939
Path 173 | total_timesteps 2472.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.015331312256388
Path 174 | total_timesteps 2493.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.016888965875628
Path 175 | total_timesteps 2525.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.016887503247597
Path 176 | total_timesteps 2542.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.017145826117076
Path 177 | total_timesteps 2558.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.017057753918088
Path 178 | total_timesteps 2569.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.017056277056277
Path 179 | total_timesteps 2581.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.01731451822353
Path 180 | total_timesteps 2601.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.0178324099723
Path 181 | total_timesteps 2621.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.017744308837532
Path 182 | total_timesteps 2632.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.01765622295309
Path 183 | total_timesteps 2644.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.017741237559498
Path 184 | total_timesteps 2655.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.017393561786085
Path 185 | total_timesteps 2664.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.018084277926798
Path 186 | total_timesteps 2684.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.018082713272193
Path 187 | total_timesteps 2698.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.017821610865992
Path 188 | total_timesteps 2707.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.018771626297578
Path 189 | total_timesteps 2731.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.019029495718364
Path 190 | total_timesteps 2746.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.01868188894655
Path 191 | total_timesteps 2754.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.018507307792095
Path 192 | total_timesteps 2764.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.019024558976133
Path 193 | total_timesteps 2784.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.01980112408128
Path 194 | total_timesteps 2808.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.019885872384576
Path 195 | total_timesteps 2820.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.020057058874384
Path 196 | total_timesteps 2836.
number of affinization with epsilon = 3 is 34
average number of affinization = 9.022216459197788
Path 197 | total_timesteps 2876.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.022300976748207
Path 198 | total_timesteps 2887.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.02229904926534
Path 199 | total_timesteps 2902.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.02212427620776
Path 200 | total_timesteps 2913.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.022295195298998
Path 201 | total_timesteps 2932.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.022034044759353
Path 202 | total_timesteps 2940.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.021859339899775
Path 203 | total_timesteps 2951.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.022375809935205
Path 204 | total_timesteps 2970.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.023928818244643
Path 205 | total_timesteps 3005.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.023494860499266
Path 206 | total_timesteps 3012.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.023406460528589
Path 207 | total_timesteps 3024.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.023577165558338
Path 208 | total_timesteps 3039.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.023661485319517
Path 209 | total_timesteps 3052.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.024350228823073
Path 210 | total_timesteps 3074.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.025729580383354
Path 211 | total_timesteps 3108.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.025813692480359
Path 212 | total_timesteps 3124.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.025552486187845
Path 213 | total_timesteps 3133.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.02529132498921
Path 214 | total_timesteps 3143.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.025030208872778
Path 215 | total_timesteps 3152.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.025804781220334
Path 216 | total_timesteps 3175.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.025371073524335
Path 217 | total_timesteps 3184.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.025627750453015
Path 218 | total_timesteps 3202.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.025798101811906
Path 219 | total_timesteps 3217.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.02665861444224
Path 220 | total_timesteps 3242.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.026742581090407
Path 221 | total_timesteps 3254.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.027257827999655
Path 222 | total_timesteps 3277.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.02742797998965
Path 223 | total_timesteps 3291.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.027253126347563
Path 224 | total_timesteps 3302.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.026905829596412
Path 225 | total_timesteps 3313.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.027334655514357
Path 226 | total_timesteps 3328.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.027073633385067
Path 227 | total_timesteps 3336.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.027329942236399
Path 228 | total_timesteps 3352.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.027155172413794
Path 229 | total_timesteps 3361.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.027325230583571
Path 230 | total_timesteps 3376.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.027581451473884
Path 231 | total_timesteps 3391.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.02732052055503
Path 232 | total_timesteps 3404.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.027145811789039
Path 233 | total_timesteps 3413.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.02722964239552
Path 234 | total_timesteps 3428.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.02731345855592
Path 235 | total_timesteps 3440.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.02679417592832
Path 236 | total_timesteps 3448.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.027308752584425
Path 237 | total_timesteps 3470.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.027564820397966
Path 238 | total_timesteps 3485.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.027390180878553
Path 239 | total_timesteps 3494.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.027301696666953
Path 240 | total_timesteps 3509.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.027213227695487
Path 241 | total_timesteps 3520.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.026952553173167
Path 242 | total_timesteps 3532.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.02738074737386
Path 243 | total_timesteps 3548.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.02806715454154
Path 244 | total_timesteps 3569.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.02858126721763
Path 245 | total_timesteps 3589.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.02823448394594
Path 246 | total_timesteps 3597.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.02900671372009
Path 247 | total_timesteps 3617.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.028832085377399
Path 248 | total_timesteps 3626.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.02882960413081
Path 249 | total_timesteps 3638.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.028999225539971
Path 250 | total_timesteps 3652.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.029082774049217
Path 251 | total_timesteps 3665.
number of affinization with epsilon = 3 is 32
average number of affinization = 9.03105910694313
Path 252 | total_timesteps 3704.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.03079834824501
Path 253 | total_timesteps 3713.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.031225806451612
Path 254 | total_timesteps 3731.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.032255289867539
Path 255 | total_timesteps 3760.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.032338522404748
Path 256 | total_timesteps 3776.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.032679738562091
Path 257 | total_timesteps 3794.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.032418952618453
Path 258 | total_timesteps 3803.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.032588134135855
Path 259 | total_timesteps 3817.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.032757286561775
Path 260 | total_timesteps 3832.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.033012379642367
Path 261 | total_timesteps 3847.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.033095504169173
Path 262 | total_timesteps 3863.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.03309265944645
Path 263 | total_timesteps 3877.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.03308981521272
Path 264 | total_timesteps 3888.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.032829150910967
Path 265 | total_timesteps 3897.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.032826329810089
Path 266 | total_timesteps 3908.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.032565732943805
Path 267 | total_timesteps 3915.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.032219262823267
Path 268 | total_timesteps 3924.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.032302405498282
Path 269 | total_timesteps 3938.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.032127824070097
Path 270 | total_timesteps 3948.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.03238275210445
Path 271 | total_timesteps 3966.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.032551747831315
Path 272 | total_timesteps 3982.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.032291308828581
Path 273 | total_timesteps 3990.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.03288965221125
Path 274 | total_timesteps 4007.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.033144427271166
Path 275 | total_timesteps 4021.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.03288400446467
Path 276 | total_timesteps 4029.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.03331043956044
Path 277 | total_timesteps 4046.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.033393424328269
Path 278 | total_timesteps 4064.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.033390557939914
Path 279 | total_timesteps 4077.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.033301862501073
Path 280 | total_timesteps 4087.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.03278407140405
Path 281 | total_timesteps 4095.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.032437998798592
Path 282 | total_timesteps 4102.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.032435215376696
Path 283 | total_timesteps 4114.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.032432432432433
Path 284 | total_timesteps 4125.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.03225806451613
Path 285 | total_timesteps 4137.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.032855794801407
Path 286 | total_timesteps 4158.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.03250986447075
Path 287 | total_timesteps 4168.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.032850158675702
Path 288 | total_timesteps 4184.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.032418524871355
Path 289 | total_timesteps 4194.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.033273304176314
Path 290 | total_timesteps 4216.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.033784942548447
Path 291 | total_timesteps 4236.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.033953528251736
Path 292 | total_timesteps 4248.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.03377914951989
Path 293 | total_timesteps 4256.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.033604800685811
Path 294 | total_timesteps 4266.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.033773358477628
Path 295 | total_timesteps 4280.
number of affinization with epsilon = 3 is 31
average number of affinization = 9.035656124110739
Path 296 | total_timesteps 4320.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.035653068220775
Path 297 | total_timesteps 4335.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.035392921415717
Path 298 | total_timesteps 4345.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.03573264781491
Path 299 | total_timesteps 4362.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.035386856310513
Path 300 | total_timesteps 4371.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.035126799177519
Path 301 | total_timesteps 4382.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.035380793283647
Path 302 | total_timesteps 4400.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.035120781223231
Path 303 | total_timesteps 4408.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.035032119914346
Path 304 | total_timesteps 4417.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.036142514559781
Path 305 | total_timesteps 4445.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.03673888841312
Path 306 | total_timesteps 4467.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.036650111320432
Path 307 | total_timesteps 4482.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.03664697319976
Path 308 | total_timesteps 4499.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.036301369863013
Path 309 | total_timesteps 4508.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.036212653026283
Path 310 | total_timesteps 4520.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.035781544256121
Path 311 | total_timesteps 4527.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.036120859368314
Path 312 | total_timesteps 4546.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.036203355015406
Path 313 | total_timesteps 4559.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.036285836542575
Path 314 | total_timesteps 4572.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.037138456272462
Path 315 | total_timesteps 4596.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.037306408830323
Path 316 | total_timesteps 4616.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.037132101300479
Path 317 | total_timesteps 4626.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.03789887928822
Path 318 | total_timesteps 4649.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.037639007698887
Path 319 | total_timesteps 4658.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.038063467624669
Path 320 | total_timesteps 4679.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.03771809784468
Path 321 | total_timesteps 4690.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.037458308389635
Path 322 | total_timesteps 4701.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.037455105182145
Path 323 | total_timesteps 4716.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.037366395895681
Path 324 | total_timesteps 4726.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.037021203830369
Path 325 | total_timesteps 4734.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.037103530819868
Path 326 | total_timesteps 4746.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.037613267225167
Path 327 | total_timesteps 4769.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.037866484314899
Path 328 | total_timesteps 4787.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.037435897435897
Path 329 | total_timesteps 4796.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.037432698059995
Path 330 | total_timesteps 4808.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.037429499230901
Path 331 | total_timesteps 4819.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.038451679056653
Path 332 | total_timesteps 4849.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.03785030758715
Path 333 | total_timesteps 4856.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.038017941050834
Path 334 | total_timesteps 4875.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.03818554587391
Path 335 | total_timesteps 4889.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.038011446143333
Path 336 | total_timesteps 4903.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.03826443457465
Path 337 | total_timesteps 4922.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.038090357844393
Path 338 | total_timesteps 4931.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.039282664389411
Path 339 | total_timesteps 4966.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.038681581419178
Path 340 | total_timesteps 4973.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.038592896174864
Path 341 | total_timesteps 4989.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.039016477418253
Path 342 | total_timesteps 5008.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.04046440157077
Path 343 | total_timesteps 5046.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.0404609475032
Path 344 | total_timesteps 5060.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.04028678729942
Path 345 | total_timesteps 5070.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.040198002901766
Path 346 | total_timesteps 5080.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.040450588837686
Path 347 | total_timesteps 5096.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.04087379469238
Path 348 | total_timesteps 5113.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.04061433447099
Path 349 | total_timesteps 5126.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.040525552427267
Path 350 | total_timesteps 5137.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.040607404879713
Path 351 | total_timesteps 5152.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.040433336176747
Path 352 | total_timesteps 5163.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.040259297168202
Path 353 | total_timesteps 5172.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.041108742004264
Path 354 | total_timesteps 5195.
number of affinization with epsilon = 3 is 28
average number of affinization = 9.042725567115811
Path 355 | total_timesteps 5230.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.04263665046474
Path 356 | total_timesteps 5240.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.042547748976808
Path 357 | total_timesteps 5250.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.042544121408474
Path 358 | total_timesteps 5263.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.042625745950554
Path 359 | total_timesteps 5275.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.042025402778961
Path 360 | total_timesteps 5282.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.042277531537675
Path 361 | total_timesteps 5301.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.042188698542573
Path 362 | total_timesteps 5313.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.04261121527186
Path 363 | total_timesteps 5335.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.042948444823178
Path 364 | total_timesteps 5351.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.042603953646898
Path 365 | total_timesteps 5360.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.042429922467411
Path 366 | total_timesteps 5369.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.042937468052479
Path 367 | total_timesteps 5390.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.042678251980577
Path 368 | total_timesteps 5401.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.042248722316865
Path 369 | total_timesteps 5409.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.041734094199812
Path 370 | total_timesteps 5416.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.041475046840402
Path 371 | total_timesteps 5425.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.041641829174827
Path 372 | total_timesteps 5437.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.042319482288828
Path 373 | total_timesteps 5460.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.042571306939124
Path 374 | total_timesteps 5475.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.042312276519667
Path 375 | total_timesteps 5484.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.043159955733378
Path 376 | total_timesteps 5509.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.043071161048688
Path 377 | total_timesteps 5522.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.043833517746192
Path 378 | total_timesteps 5546.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.043744680851065
Path 379 | total_timesteps 5556.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.043740958216322
Path 380 | total_timesteps 5570.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.043396868618107
Path 381 | total_timesteps 5577.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.04339317621033
Path 382 | total_timesteps 5593.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.043474561851285
Path 383 | total_timesteps 5609.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.043385793279455
Path 384 | total_timesteps 5621.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.043977543382102
Path 385 | total_timesteps 5644.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.044314025686825
Path 386 | total_timesteps 5664.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.044650450756931
Path 387 | total_timesteps 5683.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.044986818607024
Path 388 | total_timesteps 5699.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.044812925170069
Path 389 | total_timesteps 5707.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.044724088087747
Path 390 | total_timesteps 5721.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.045145383438191
Path 391 | total_timesteps 5737.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.044886508543739
Path 392 | total_timesteps 5746.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.045392723563413
Path 393 | total_timesteps 5765.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.045048873778155
Path 394 | total_timesteps 5774.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.04479007309196
Path 395 | total_timesteps 5783.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.04487125010623
Path 396 | total_timesteps 5796.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.044697484704283
Path 397 | total_timesteps 5806.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.044438779845356
Path 398 | total_timesteps 5816.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.04409515717927
Path 399 | total_timesteps 5824.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.044091411095064
Path 400 | total_timesteps 5837.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.044257560312607
Path 401 | total_timesteps 5851.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.044253801070246
Path 402 | total_timesteps 5863.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.044334975369457
Path 403 | total_timesteps 5876.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.044755838641189
Path 404 | total_timesteps 5897.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.044497282608695
Path 405 | total_timesteps 5907.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.044408593020293
Path 406 | total_timesteps 5919.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.044404822550518
Path 407 | total_timesteps 5936.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.043891671618983
Path 408 | total_timesteps 5946.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.043463497453311
Path 409 | total_timesteps 5952.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.043290043290042
Path 410 | total_timesteps 5963.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.043116618570702
Path 411 | total_timesteps 5974.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.043197827378426
Path 412 | total_timesteps 5987.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.043194161575016
Path 413 | total_timesteps 5998.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.043105642766228
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -5.89    |
| Iteration     | 24       |
| MaximumReturn | 18.3     |
| MinimumReturn | -17.3    |
| TotalSamples  | 104141   |
----------------------------
itr #25 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.0107907485216856
Validation loss = 0.010469106957316399
Validation loss = 0.01062979269772768
Validation loss = 0.010566873475909233
Validation loss = 0.010967496782541275
Validation loss = 0.010719562880694866
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.010957499034702778
Validation loss = 0.010751839727163315
Validation loss = 0.010511278174817562
Validation loss = 0.010953148826956749
Validation loss = 0.01054627075791359
Validation loss = 0.011055503971874714
Validation loss = 0.010892457328736782
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.042762599694553
Path 1 | total_timesteps 9.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.042843810978196
Path 2 | total_timesteps 23.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.043434000678657
Path 3 | total_timesteps 43.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.043684790906777
Path 4 | total_timesteps 63.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.04351145038168
Path 5 | total_timesteps 71.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.042998897464168
Path 6 | total_timesteps 79.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.04299525101764
Path 7 | total_timesteps 91.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.043415585516833
Path 8 | total_timesteps 108.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.043327115482448
Path 9 | total_timesteps 120.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.043662568885122
Path 10 | total_timesteps 138.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.043574092912852
Path 11 | total_timesteps 150.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.044418072391286
Path 12 | total_timesteps 176.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.044329547380912
Path 13 | total_timesteps 187.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.043817272650225
Path 14 | total_timesteps 194.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.044152542372881
Path 15 | total_timesteps 214.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.0444030166935
Path 16 | total_timesteps 231.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.04431452296221
Path 17 | total_timesteps 241.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.044395492671354
Path 18 | total_timesteps 255.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.04464588275161
Path 19 | total_timesteps 271.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.044472681067344
Path 20 | total_timesteps 281.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.044977130272743
Path 21 | total_timesteps 299.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.045904971627001
Path 22 | total_timesteps 321.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.046324525745257
Path 23 | total_timesteps 340.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.045897197053096
Path 24 | total_timesteps 347.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.047078746824726
Path 25 | total_timesteps 376.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.046905427144187
Path 26 | total_timesteps 388.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.047324754486963
Path 27 | total_timesteps 404.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.047066790823669
Path 28 | total_timesteps 411.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.04731674284747
Path 29 | total_timesteps 431.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.047058823529412
Path 30 | total_timesteps 442.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.047054840893704
Path 31 | total_timesteps 453.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.047473978167048
Path 32 | total_timesteps 471.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.047131494330682
Path 33 | total_timesteps 480.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.047296725611304
Path 34 | total_timesteps 494.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.047208121827412
Path 35 | total_timesteps 507.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.04720412824634
Path 36 | total_timesteps 519.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.046777195060058
Path 37 | total_timesteps 527.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.046434914996194
Path 38 | total_timesteps 535.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.046430987821381
Path 39 | total_timesteps 546.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.046849894291755
Path 40 | total_timesteps 564.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.046507694909522
Path 41 | total_timesteps 574.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.046588314872748
Path 42 | total_timesteps 588.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.046161650321272
Path 43 | total_timesteps 597.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.046073209907854
Path 44 | total_timesteps 606.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.046745562130177
Path 45 | total_timesteps 627.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.046826134730791
Path 46 | total_timesteps 642.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.046737660581474
Path 47 | total_timesteps 653.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.046395673117553
Path 48 | total_timesteps 664.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.046222748014197
Path 49 | total_timesteps 675.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.046049852133502
Path 50 | total_timesteps 684.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.046130449476175
Path 51 | total_timesteps 698.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.04621103320098
Path 52 | total_timesteps 712.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.04612265585403
Path 53 | total_timesteps 723.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.04620322662387
Path 54 | total_timesteps 744.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.046452702702704
Path 55 | total_timesteps 760.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.047124398277173
Path 56 | total_timesteps 783.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.046951528458031
Path 57 | total_timesteps 793.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.046609811703116
Path 58 | total_timesteps 803.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.0467747382641
Path 59 | total_timesteps 819.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.047783875052765
Path 60 | total_timesteps 846.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.047611007935169
Path 61 | total_timesteps 856.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.04726935089052
Path 62 | total_timesteps 864.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.047602970965563
Path 63 | total_timesteps 881.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.047345767575322
Path 64 | total_timesteps 891.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.04759493670886
Path 65 | total_timesteps 907.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.047590920597418
Path 66 | total_timesteps 927.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.047333783327709
Path 67 | total_timesteps 935.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.04707668944571
Path 68 | total_timesteps 944.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.046903998650246
Path 69 | total_timesteps 955.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.047406157739351
Path 70 | total_timesteps 977.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.048076923076923
Path 71 | total_timesteps 999.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.047482499789155
Path 72 | total_timesteps 1005.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.047141170517794
Path 73 | total_timesteps 1017.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.046968547095034
Path 74 | total_timesteps 1026.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.047386172006746
Path 75 | total_timesteps 1047.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.047213557035663
Path 76 | total_timesteps 1058.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.046703759905581
Path 77 | total_timesteps 1066.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.046868414397707
Path 78 | total_timesteps 1082.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.046611598111935
Path 79 | total_timesteps 1091.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.047113358617784
Path 80 | total_timesteps 1114.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.046940839372999
Path 81 | total_timesteps 1123.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.046684081907811
Path 82 | total_timesteps 1132.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.047101449275363
Path 83 | total_timesteps 1152.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.048361277276939
Path 84 | total_timesteps 1186.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.04810446503791
Path 85 | total_timesteps 1194.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.048184651672143
Path 86 | total_timesteps 1209.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.048854447439354
Path 87 | total_timesteps 1228.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.048934557399141
Path 88 | total_timesteps 1242.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.049098871483915
Path 89 | total_timesteps 1261.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.049515789473684
Path 90 | total_timesteps 1277.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.0495116200741
Path 91 | total_timesteps 1295.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.049675844068368
Path 92 | total_timesteps 1309.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.049924229668294
Path 93 | total_timesteps 1324.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.04958329825743
Path 94 | total_timesteps 1332.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.04915824915825
Path 95 | total_timesteps 1342.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.049827455601381
Path 96 | total_timesteps 1364.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.050412388486787
Path 97 | total_timesteps 1383.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.050155684591433
Path 98 | total_timesteps 1395.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.049730730393806
Path 99 | total_timesteps 1402.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.049810685738326
Path 100 | total_timesteps 1416.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.04997476022211
Path 101 | total_timesteps 1432.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.050811811222344
Path 102 | total_timesteps 1457.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.050975773889636
Path 103 | total_timesteps 1473.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.050887374884347
Path 104 | total_timesteps 1485.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.05071488645921
Path 105 | total_timesteps 1496.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.050374232612901
Path 106 | total_timesteps 1509.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.050033636057854
Path 107 | total_timesteps 1517.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.049777179853695
Path 108 | total_timesteps 1527.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.049772994787288
Path 109 | total_timesteps 1539.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.049432534678436
Path 110 | total_timesteps 1546.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.049092131809012
Path 111 | total_timesteps 1553.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.048919895772043
Path 112 | total_timesteps 1562.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.048915784165406
Path 113 | total_timesteps 1574.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.049331876628289
Path 114 | total_timesteps 1592.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.049075630252101
Path 115 | total_timesteps 1605.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.04974371901521
Path 116 | total_timesteps 1626.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.049655520080659
Path 117 | total_timesteps 1636.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.049315298664203
Path 118 | total_timesteps 1644.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.049059139784946
Path 119 | total_timesteps 1655.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.048971020579588
Path 120 | total_timesteps 1669.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.048882916176717
Path 121 | total_timesteps 1683.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.048878810783572
Path 122 | total_timesteps 1697.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.048874706079946
Path 123 | total_timesteps 1709.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.049374422705517
Path 124 | total_timesteps 1728.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.049286314021831
Path 125 | total_timesteps 1738.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.049701956174964
Path 126 | total_timesteps 1755.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.050117528542646
Path 127 | total_timesteps 1775.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.05028120540586
Path 128 | total_timesteps 1790.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.05019305019305
Path 129 | total_timesteps 1801.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.049853126311373
Path 130 | total_timesteps 1813.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.049932863376972
Path 131 | total_timesteps 1825.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.05009650079718
Path 132 | total_timesteps 1840.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.050008390669575
Path 133 | total_timesteps 1851.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.050843191542915
Path 134 | total_timesteps 1875.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.050335570469798
Path 135 | total_timesteps 1883.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.050247462461202
Path 136 | total_timesteps 1894.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.050327126321086
Path 137 | total_timesteps 1908.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.05007129078252
Path 138 | total_timesteps 1916.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.049815498154981
Path 139 | total_timesteps 1926.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.049895178197065
Path 140 | total_timesteps 1940.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.049639443233271
Path 141 | total_timesteps 1951.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.049635281294542
Path 142 | total_timesteps 1962.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.049295774647888
Path 143 | total_timesteps 1972.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.049123983569453
Path 144 | total_timesteps 1980.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.048784576697402
Path 145 | total_timesteps 1989.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.049618640516302
Path 146 | total_timesteps 2018.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.049698290311767
Path 147 | total_timesteps 2037.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.049945529204726
Path 148 | total_timesteps 2052.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.050192726663315
Path 149 | total_timesteps 2068.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.050104733975703
Path 150 | total_timesteps 2079.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.050184316353887
Path 151 | total_timesteps 2093.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.050347658540671
Path 152 | total_timesteps 2108.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.050427207237393
Path 153 | total_timesteps 2121.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.050506742608258
Path 154 | total_timesteps 2136.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.050586264656616
Path 155 | total_timesteps 2150.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.05024704798593
Path 156 | total_timesteps 2157.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.050075364260593
Path 157 | total_timesteps 2168.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.05015490245332
Path 158 | total_timesteps 2186.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.049983255190892
Path 159 | total_timesteps 2195.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.049727919631644
Path 160 | total_timesteps 2204.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.049891176963
Path 161 | total_timesteps 2222.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.049887000920734
Path 162 | total_timesteps 2234.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.05038500167392
Path 163 | total_timesteps 2253.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.051217675119258
Path 164 | total_timesteps 2275.
number of affinization with epsilon = 3 is 31
average number of affinization = 9.05305439330544
Path 165 | total_timesteps 2314.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.052882603966195
Path 166 | total_timesteps 2323.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.052961847389557
Path 167 | total_timesteps 2336.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.052873755542542
Path 168 | total_timesteps 2347.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.052869332441023
Path 169 | total_timesteps 2359.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.052446675031367
Path 170 | total_timesteps 2368.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.05294412847106
Path 171 | total_timesteps 2388.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.052939700593795
Path 172 | total_timesteps 2405.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.053353403579194
Path 173 | total_timesteps 2421.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.053265323187558
Path 174 | total_timesteps 2433.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.05309364548495
Path 175 | total_timesteps 2442.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.053005601538333
Path 176 | total_timesteps 2453.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.054255141280722
Path 177 | total_timesteps 2483.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.054417788180222
Path 178 | total_timesteps 2497.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.054078903376798
Path 179 | total_timesteps 2505.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.05482657751776
Path 180 | total_timesteps 2528.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.054738425539027
Path 181 | total_timesteps 2539.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.054900977688643
Path 182 | total_timesteps 2555.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.054478609625669
Path 183 | total_timesteps 2566.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.054641156320494
Path 184 | total_timesteps 2581.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.054385964912282
Path 185 | total_timesteps 2588.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.054464956979366
Path 186 | total_timesteps 2601.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.054710992315403
Path 187 | total_timesteps 2619.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.05437233775996
Path 188 | total_timesteps 2627.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.05445131117421
Path 189 | total_timesteps 2642.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.055866388308978
Path 190 | total_timesteps 2679.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.055861723446894
Path 191 | total_timesteps 2695.
number of affinization with epsilon = 3 is 29
average number of affinization = 9.057526926609334
Path 192 | total_timesteps 2728.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.057522123893806
Path 193 | total_timesteps 2740.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.05743384255781
Path 194 | total_timesteps 2753.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.057345575959934
Path 195 | total_timesteps 2763.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.056839996661381
Path 196 | total_timesteps 2771.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.056751794358204
Path 197 | total_timesteps 2782.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.056496703663523
Path 198 | total_timesteps 2795.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.056408544726303
Path 199 | total_timesteps 2807.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.056153525239884
Path 200 | total_timesteps 2817.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.056065409644585
Path 201 | total_timesteps 2830.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.056561274714273
Path 202 | total_timesteps 2847.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.056973640306973
Path 203 | total_timesteps 2865.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.05663524897823
Path 204 | total_timesteps 2874.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.056630525437864
Path 205 | total_timesteps 2888.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.05670919856559
Path 206 | total_timesteps 2901.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.056954636424283
Path 207 | total_timesteps 2920.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.057283415325607
Path 208 | total_timesteps 2937.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.057612139403036
Path 209 | total_timesteps 2955.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.05777407253022
Path 210 | total_timesteps 2973.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.057769256418807
Path 211 | total_timesteps 2984.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.05793114945403
Path 212 | total_timesteps 3002.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.058259709951658
Path 213 | total_timesteps 3017.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.058754896241354
Path 214 | total_timesteps 3044.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.0585
Path 215 | total_timesteps 3053.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.058161819848346
Path 216 | total_timesteps 3061.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.058156973837693
Path 217 | total_timesteps 3074.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.057902191118886
Path 218 | total_timesteps 3084.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.057730756414529
Path 219 | total_timesteps 3093.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.057392753019576
Path 220 | total_timesteps 3104.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.057054805930369
Path 221 | total_timesteps 3112.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.057050054135088
Path 222 | total_timesteps 3128.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.057378414390406
Path 223 | total_timesteps 3147.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.057789990840202
Path 224 | total_timesteps 3162.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.057618651124063
Path 225 | total_timesteps 3173.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.057613853967197
Path 226 | total_timesteps 3190.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.057609057609058
Path 227 | total_timesteps 3203.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.057770748355948
Path 228 | total_timesteps 3219.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.05751623106376
Path 229 | total_timesteps 3228.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.057511444028298
Path 230 | total_timesteps 3241.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.05850532623169
Path 231 | total_timesteps 3266.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.058334026795373
Path 232 | total_timesteps 3276.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.058662006989517
Path 233 | total_timesteps 3296.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.058407521424412
Path 234 | total_timesteps 3307.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.058236272878537
Path 235 | total_timesteps 3318.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.058148240578987
Path 236 | total_timesteps 3327.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.058476127100317
Path 237 | total_timesteps 3346.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.058720785161773
Path 238 | total_timesteps 3363.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.058632734530939
Path 239 | total_timesteps 3374.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.058212058212058
Path 240 | total_timesteps 3382.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.05829037086313
Path 241 | total_timesteps 3399.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.058202377982871
Path 242 | total_timesteps 3411.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.058031260392418
Path 243 | total_timesteps 3423.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.058358965832571
Path 244 | total_timesteps 3442.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.058187863674148
Path 245 | total_timesteps 3455.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.058432383010556
Path 246 | total_timesteps 3472.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.058759973404255
Path 247 | total_timesteps 3490.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.05883819496385
Path 248 | total_timesteps 3507.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.058750207744723
Path 249 | total_timesteps 3517.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.058412962193602
Path 250 | total_timesteps 3524.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.058241940844134
Path 251 | total_timesteps 3538.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.05807094791061
Path 252 | total_timesteps 3547.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.058232264495764
Path 253 | total_timesteps 3562.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.057978237395133
Path 254 | total_timesteps 3570.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.058471760797342
Path 255 | total_timesteps 3587.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.05879910306453
Path 256 | total_timesteps 3603.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.058794220229197
Path 257 | total_timesteps 3615.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.058955409781616
Path 258 | total_timesteps 3629.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.059033543673198
Path 259 | total_timesteps 3645.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.059443752594438
Path 260 | total_timesteps 3661.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.059438817864852
Path 261 | total_timesteps 3678.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.059433883954512
Path 262 | total_timesteps 3690.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.060009960159363
Path 263 | total_timesteps 3714.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.059673001908871
Path 264 | total_timesteps 3722.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.060248962655601
Path 265 | total_timesteps 3743.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.060990789146128
Path 266 | total_timesteps 3770.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.061400597411218
Path 267 | total_timesteps 3791.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.061810337675267
Path 268 | total_timesteps 3811.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.061639289862287
Path 269 | total_timesteps 3822.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.06271256739942
Path 270 | total_timesteps 3851.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.063122096881221
Path 271 | total_timesteps 3870.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.06303392220287
Path 272 | total_timesteps 3883.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.063443357107314
Path 273 | total_timesteps 3900.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.063272244796417
Path 274 | total_timesteps 3911.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.063681592039801
Path 275 | total_timesteps 3928.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.06367631208026
Path 276 | total_timesteps 3940.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.063919747968828
Path 277 | total_timesteps 3956.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.063665754787367
Path 278 | total_timesteps 3965.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.06440649867374
Path 279 | total_timesteps 3989.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.064649813510153
Path 280 | total_timesteps 4004.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.06539035305818
Path 281 | total_timesteps 4025.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.065716416673572
Path 282 | total_timesteps 4045.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.065793834935366
Path 283 | total_timesteps 4061.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.066119811086255
Path 284 | total_timesteps 4078.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.066777133388566
Path 285 | total_timesteps 4101.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.066937287714357
Path 286 | total_timesteps 4115.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.066683233929755
Path 287 | total_timesteps 4127.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.066677710593888
Path 288 | total_timesteps 4143.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.067169123736955
Path 289 | total_timesteps 4163.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.066997929606625
Path 290 | total_timesteps 4174.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.06724080821464
Path 291 | total_timesteps 4189.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.06706963649913
Path 292 | total_timesteps 4201.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.06681569796324
Path 293 | total_timesteps 4213.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.066810166404503
Path 294 | total_timesteps 4226.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.066473509933775
Path 295 | total_timesteps 4236.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.067295753662776
Path 296 | total_timesteps 4260.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.067621254759146
Path 297 | total_timesteps 4276.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.067532897459241
Path 298 | total_timesteps 4288.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.06711353856339
Path 299 | total_timesteps 4297.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.06743897393463
Path 300 | total_timesteps 4312.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.067185172927354
Path 301 | total_timesteps 4322.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.0676760155539
Path 302 | total_timesteps 4345.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.067422236929186
Path 303 | total_timesteps 4359.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.06692034080569
Path 304 | total_timesteps 4367.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.066666666666666
Path 305 | total_timesteps 4377.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.066247622198329
Path 306 | total_timesteps 4385.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.066490241481972
Path 307 | total_timesteps 4402.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.06673282064004
Path 308 | total_timesteps 4418.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.066396560277823
Path 309 | total_timesteps 4429.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.06606035551881
Path 310 | total_timesteps 4437.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.066054894179894
Path 311 | total_timesteps 4454.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.066462759361825
Path 312 | total_timesteps 4473.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.06612663250124
Path 313 | total_timesteps 4481.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.066617075791388
Path 314 | total_timesteps 4506.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.066611570247934
Path 315 | total_timesteps 4518.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.066110238823239
Path 316 | total_timesteps 4528.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.066270038010247
Path 317 | total_timesteps 4545.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.066512434933488
Path 318 | total_timesteps 4563.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.066093853271646
Path 319 | total_timesteps 4571.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.06608839322594
Path 320 | total_timesteps 4584.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.065669915744259
Path 321 | total_timesteps 4595.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.065334104237218
Path 322 | total_timesteps 4604.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.065741658407664
Path 323 | total_timesteps 4630.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.065405896440664
Path 324 | total_timesteps 4637.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.065648224607763
Path 325 | total_timesteps 4659.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.066138221451572
Path 326 | total_timesteps 4680.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.067123513870541
Path 327 | total_timesteps 4707.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.0667051927681
Path 328 | total_timesteps 4715.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.066452038963183
Path 329 | total_timesteps 4727.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.066364011555923
Path 330 | total_timesteps 4737.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.06693628260152
Path 331 | total_timesteps 4757.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.066600643723694
Path 332 | total_timesteps 4765.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.06684271331903
Path 333 | total_timesteps 4784.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.066424622493605
Path 334 | total_timesteps 4795.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.066171617161716
Path 335 | total_timesteps 4807.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.066331160795315
Path 336 | total_timesteps 4822.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.066738162019469
Path 337 | total_timesteps 4841.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.066567681267014
Path 338 | total_timesteps 4852.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.06656219069614
Path 339 | total_timesteps 4866.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.067628865979382
Path 340 | total_timesteps 4894.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.06745835395019
Path 341 | total_timesteps 4903.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.06753525191721
Path 342 | total_timesteps 4915.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.067364775725594
Path 343 | total_timesteps 4927.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.067441668727842
Path 344 | total_timesteps 4942.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.068342951360265
Path 345 | total_timesteps 4967.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.06858461792103
Path 346 | total_timesteps 4983.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.068249258160238
Path 347 | total_timesteps 4993.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.068243633066842
Path 348 | total_timesteps 5004.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.068485248063293
Path 349 | total_timesteps 5018.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.068891635764318
Path 350 | total_timesteps 5038.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.069215557020435
Path 351 | total_timesteps 5053.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.068962676114362
Path 352 | total_timesteps 5061.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.069204152249135
Path 353 | total_timesteps 5074.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.069280830381416
Path 354 | total_timesteps 5090.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.069357495881384
Path 355 | total_timesteps 5104.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.069269417675644
Path 356 | total_timesteps 5119.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.069181353977928
Path 357 | total_timesteps 5133.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.06901095281232
Path 358 | total_timesteps 5142.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.069087615283268
Path 359 | total_timesteps 5156.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.068834911486208
Path 360 | total_timesteps 5166.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.068417586036555
Path 361 | total_timesteps 5174.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.069235202107516
Path 362 | total_timesteps 5198.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.069970365492262
Path 363 | total_timesteps 5222.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.070211540044449
Path 364 | total_timesteps 5239.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.070699588477366
Path 365 | total_timesteps 5257.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.070446876800263
Path 366 | total_timesteps 5264.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.070934825543121
Path 367 | total_timesteps 5287.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.070928988727063
Path 368 | total_timesteps 5305.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.071252262629587
Path 369 | total_timesteps 5322.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.071328671328672
Path 370 | total_timesteps 5334.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.072309970384994
Path 371 | total_timesteps 5363.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.072139508102328
Path 372 | total_timesteps 5378.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.071969073860833
Path 373 | total_timesteps 5387.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.07188091125915
Path 374 | total_timesteps 5398.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.072532894736842
Path 375 | total_timesteps 5418.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.07219801003207
Path 376 | total_timesteps 5425.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.072109850353561
Path 377 | total_timesteps 5435.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.071939488613006
Path 378 | total_timesteps 5443.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.071769154883262
Path 379 | total_timesteps 5454.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.071763255240445
Path 380 | total_timesteps 5466.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.071921749136939
Path 381 | total_timesteps 5481.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.072244596038464
Path 382 | total_timesteps 5497.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.07232084155161
Path 383 | total_timesteps 5512.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.071904018407428
Path 384 | total_timesteps 5524.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.072308956450287
Path 385 | total_timesteps 5540.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.072713827951688
Path 386 | total_timesteps 5557.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.072297075254683
Path 387 | total_timesteps 5564.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.072455434157561
Path 388 | total_timesteps 5581.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.07187448661081
Path 389 | total_timesteps 5588.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.072279260780288
Path 390 | total_timesteps 5606.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.072026938239159
Path 391 | total_timesteps 5616.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.07276012154061
Path 392 | total_timesteps 5643.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.073082607981606
Path 393 | total_timesteps 5661.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.073322932917316
Path 394 | total_timesteps 5676.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.073234811165845
Path 395 | total_timesteps 5688.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.073392989081356
Path 396 | total_timesteps 5702.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.073469052700705
Path 397 | total_timesteps 5715.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.073380940655012
Path 398 | total_timesteps 5729.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.073292843072883
Path 399 | total_timesteps 5739.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.073368896183833
Path 400 | total_timesteps 5755.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.073362875430822
Path 401 | total_timesteps 5770.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.073849183556248
Path 402 | total_timesteps 5792.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.074745651460454
Path 403 | total_timesteps 5817.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.074985642792681
Path 404 | total_timesteps 5835.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.075143560295324
Path 405 | total_timesteps 5849.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.075055368714626
Path 406 | total_timesteps 5860.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.075131233595801
Path 407 | total_timesteps 5872.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.075289100303452
Path 408 | total_timesteps 5888.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.075446941118583
Path 409 | total_timesteps 5901.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.07519475194752
Path 410 | total_timesteps 5914.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.075188586421778
Path 411 | total_timesteps 5926.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.075018447159138
Path 412 | total_timesteps 5938.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.075422200360714
Path 413 | total_timesteps 5955.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.07525206984179
Path 414 | total_timesteps 5965.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.07483606557377
Path 415 | total_timesteps 5975.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.074502089992624
Path 416 | total_timesteps 5982.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.074414030486805
Path 417 | total_timesteps 5997.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.074735720724412
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.21    |
| Iteration     | 25       |
| MaximumReturn | 6.16     |
| MinimumReturn | -18.6    |
| TotalSamples  | 108151   |
----------------------------
itr #26 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.01100233942270279
Validation loss = 0.010552900843322277
Validation loss = 0.010730304755270481
Validation loss = 0.010877645574510098
Validation loss = 0.01077081449329853
Validation loss = 0.010432620532810688
Validation loss = 0.011408046819269657
Validation loss = 0.01025273185223341
Validation loss = 0.010524595156311989
Validation loss = 0.010683060623705387
Validation loss = 0.010805301368236542
Validation loss = 0.010455445386469364
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.010823682881891727
Validation loss = 0.01117304153740406
Validation loss = 0.010406948626041412
Validation loss = 0.010196537710726261
Validation loss = 0.010516779497265816
Validation loss = 0.01074706669896841
Validation loss = 0.010635705664753914
Validation loss = 0.010474825277924538
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.074401835463782
Path 1 | total_timesteps 8.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.074313805817289
Path 2 | total_timesteps 22.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.07422579059479
Path 3 | total_timesteps 32.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.074055869583026
Path 4 | total_timesteps 40.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.073967889908257
Path 5 | total_timesteps 51.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.074125645015972
Path 6 | total_timesteps 68.
number of affinization with epsilon = 3 is 40
average number of affinization = 9.076658476658476
Path 7 | total_timesteps 127.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.076570305462289
Path 8 | total_timesteps 136.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.076154602030789
Path 9 | total_timesteps 144.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.07647588635061
Path 10 | total_timesteps 159.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.077615850663173
Path 11 | total_timesteps 189.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.077200163733115
Path 12 | total_timesteps 197.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.077193844138835
Path 13 | total_timesteps 210.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.076778259801916
Path 14 | total_timesteps 219.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.077344900965787
Path 15 | total_timesteps 243.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.077829609624356
Path 16 | total_timesteps 263.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.078232405891981
Path 17 | total_timesteps 281.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.078635136240896
Path 18 | total_timesteps 299.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.07871052200949
Path 19 | total_timesteps 315.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.078376830565327
Path 20 | total_timesteps 324.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.078125
Path 21 | total_timesteps 338.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.078364008179959
Path 22 | total_timesteps 356.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.078194012759692
Path 23 | total_timesteps 367.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.07802404514599
Path 24 | total_timesteps 376.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.07801766437684
Path 25 | total_timesteps 392.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.07801128465124
Path 26 | total_timesteps 406.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.0778413736713
Path 27 | total_timesteps 419.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.077671490475023
Path 28 | total_timesteps 431.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.079054937867888
Path 29 | total_timesteps 469.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.078966729338674
Path 30 | total_timesteps 478.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.078633316985451
Path 31 | total_timesteps 488.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.078545157335514
Path 32 | total_timesteps 501.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.078538738149723
Path 33 | total_timesteps 515.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.078532320013075
Path 34 | total_timesteps 526.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.078280764830854
Path 35 | total_timesteps 537.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.078110956777515
Path 36 | total_timesteps 546.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.07859477124183
Path 37 | total_timesteps 564.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.078343272608446
Path 38 | total_timesteps 573.
number of affinization with epsilon = 3 is 29
average number of affinization = 9.079970593040352
Path 39 | total_timesteps 606.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.07971902311525
Path 40 | total_timesteps 616.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.079549166938909
Path 41 | total_timesteps 627.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.079869334422213
Path 42 | total_timesteps 643.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.080107790298873
Path 43 | total_timesteps 661.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.080427859884054
Path 44 | total_timesteps 675.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.081401045068583
Path 45 | total_timesteps 707.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.08139439954282
Path 46 | total_timesteps 723.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.081714285714286
Path 47 | total_timesteps 741.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.08154436372541
Path 48 | total_timesteps 753.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.081211230819457
Path 49 | total_timesteps 761.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.08136782828695
Path 50 | total_timesteps 782.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.081442794189652
Path 51 | total_timesteps 796.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.082170542635659
Path 52 | total_timesteps 820.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.08338772845953
Path 53 | total_timesteps 853.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.083380925185608
Path 54 | total_timesteps 867.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.0833741230217
Path 55 | total_timesteps 877.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.083448894689615
Path 56 | total_timesteps 895.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.083278955954324
Path 57 | total_timesteps 908.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.083353723187342
Path 58 | total_timesteps 923.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.083346925460773
Path 59 | total_timesteps 936.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.08301394438555
Path 60 | total_timesteps 946.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.082925636007827
Path 61 | total_timesteps 958.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.08259274357929
Path 62 | total_timesteps 968.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.082259905429643
Path 63 | total_timesteps 976.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.082416238689166
Path 64 | total_timesteps 989.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.082654059341376
Path 65 | total_timesteps 1007.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.082565816284946
Path 66 | total_timesteps 1021.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.082477587612061
Path 67 | total_timesteps 1034.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.082470866270068
Path 68 | total_timesteps 1046.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.083279009126466
Path 69 | total_timesteps 1074.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.083190743909395
Path 70 | total_timesteps 1087.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.08293954700994
Path 71 | total_timesteps 1097.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.08285132382892
Path 72 | total_timesteps 1108.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.08365917236885
Path 73 | total_timesteps 1136.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.083652358067932
Path 74 | total_timesteps 1149.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.083808437856328
Path 75 | total_timesteps 1163.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.083557292939165
Path 76 | total_timesteps 1173.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.08428338762215
Path 77 | total_timesteps 1198.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.08395081833727
Path 78 | total_timesteps 1212.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.084188242957174
Path 79 | total_timesteps 1230.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.084914108931043
Path 80 | total_timesteps 1252.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.085070009768804
Path 81 | total_timesteps 1264.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.084900284900286
Path 82 | total_timesteps 1276.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.085300341852514
Path 83 | total_timesteps 1295.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.086270041507284
Path 84 | total_timesteps 1326.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.086018880208334
Path 85 | total_timesteps 1334.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.08593050695744
Path 86 | total_timesteps 1347.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.086167615947925
Path 87 | total_timesteps 1362.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.08599788463103
Path 88 | total_timesteps 1375.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.08631630328669
Path 89 | total_timesteps 1391.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.086390628813145
Path 90 | total_timesteps 1405.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.08622092077436
Path 91 | total_timesteps 1413.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.086701911346076
Path 92 | total_timesteps 1433.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.087020169160702
Path 93 | total_timesteps 1451.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.086687810034968
Path 94 | total_timesteps 1463.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.086518133029761
Path 95 | total_timesteps 1473.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.086511098463289
Path 96 | total_timesteps 1487.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.086666666666666
Path 97 | total_timesteps 1503.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.086415738557841
Path 98 | total_timesteps 1511.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.086002276052675
Path 99 | total_timesteps 1518.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.08558888076079
Path 100 | total_timesteps 1529.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.085338101430429
Path 101 | total_timesteps 1539.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.085087362860627
Path 102 | total_timesteps 1550.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.085080448561678
Path 103 | total_timesteps 1567.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.085804826521493
Path 104 | total_timesteps 1591.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.08547286317842
Path 105 | total_timesteps 1598.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.085709643350395
Path 106 | total_timesteps 1614.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.08578391551584
Path 107 | total_timesteps 1627.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.085695719275444
Path 108 | total_timesteps 1637.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.085363872644574
Path 109 | total_timesteps 1648.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.085844229675953
Path 110 | total_timesteps 1667.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.086080883547183
Path 111 | total_timesteps 1682.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.0861550954121
Path 112 | total_timesteps 1696.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.085904514452745
Path 113 | total_timesteps 1705.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.086059917187628
Path 114 | total_timesteps 1719.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.085971748660496
Path 115 | total_timesteps 1731.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.085640068187352
Path 116 | total_timesteps 1740.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.085795454545455
Path 117 | total_timesteps 1754.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.086437789140492
Path 118 | total_timesteps 1782.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.086349618568414
Path 119 | total_timesteps 1796.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.086423760447943
Path 120 | total_timesteps 1809.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.086254462836742
Path 121 | total_timesteps 1821.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.086409736308317
Path 122 | total_timesteps 1837.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.086159337984748
Path 123 | total_timesteps 1846.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.086395716719396
Path 124 | total_timesteps 1862.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.086875405580791
Path 125 | total_timesteps 1883.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.08776056452267
Path 126 | total_timesteps 1907.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087510137875102
Path 127 | total_timesteps 1915.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.087908523234125
Path 128 | total_timesteps 1932.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.08806357444048
Path 129 | total_timesteps 1946.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.088056433957675
Path 130 | total_timesteps 1960.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.087724987838495
Path 131 | total_timesteps 1967.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.087961086339684
Path 132 | total_timesteps 1983.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.087548638132295
Path 133 | total_timesteps 1990.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.087541541703818
Path 134 | total_timesteps 2003.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.08745339601232
Path 135 | total_timesteps 2014.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.087689439987033
Path 136 | total_timesteps 2029.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.087277147487844
Path 137 | total_timesteps 2036.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.086945952516004
Path 138 | total_timesteps 2043.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.087830173391671
Path 139 | total_timesteps 2070.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.08749898728024
Path 140 | total_timesteps 2078.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.087815942968243
Path 141 | total_timesteps 2099.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.088537869582828
Path 142 | total_timesteps 2121.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.088287704519683
Path 143 | total_timesteps 2133.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.088037579978943
Path 144 | total_timesteps 2144.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.087706511175899
Path 145 | total_timesteps 2152.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.087699408859017
Path 146 | total_timesteps 2164.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.088097165991902
Path 147 | total_timesteps 2182.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.087766172779531
Path 148 | total_timesteps 2191.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.087840025906736
Path 149 | total_timesteps 2206.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.087913867076823
Path 150 | total_timesteps 2219.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.087906750849926
Path 151 | total_timesteps 2236.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087656819101579
Path 152 | total_timesteps 2247.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.087892521851732
Path 153 | total_timesteps 2263.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087642631706725
Path 154 | total_timesteps 2274.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.087311862760965
Path 155 | total_timesteps 2286.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.087547536208431
Path 156 | total_timesteps 2305.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.08826860841424
Path 157 | total_timesteps 2327.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.0883423671224
Path 158 | total_timesteps 2339.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.088092541659925
Path 159 | total_timesteps 2350.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.088004529644909
Path 160 | total_timesteps 2362.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.08791653186671
Path 161 | total_timesteps 2377.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087666801455722
Path 162 | total_timesteps 2387.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.088144913472425
Path 163 | total_timesteps 2406.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.088380367106009
Path 164 | total_timesteps 2423.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.088534928848642
Path 165 | total_timesteps 2437.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.08804268736357
Path 166 | total_timesteps 2443.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.088116410670978
Path 167 | total_timesteps 2458.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.088109287850619
Path 168 | total_timesteps 2469.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.087940510830908
Path 169 | total_timesteps 2479.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.087771761092702
Path 170 | total_timesteps 2490.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087522224018102
Path 171 | total_timesteps 2501.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.08719191919192
Path 172 | total_timesteps 2510.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.0870232708468
Path 173 | total_timesteps 2520.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.086773854730549
Path 174 | total_timesteps 2531.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.086766844401357
Path 175 | total_timesteps 2542.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.086436707326925
Path 176 | total_timesteps 2551.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.08626817447496
Path 177 | total_timesteps 2561.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.086341975607786
Path 178 | total_timesteps 2575.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.086981101599095
Path 179 | total_timesteps 2597.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.086489542114188
Path 180 | total_timesteps 2606.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.086159560723514
Path 181 | total_timesteps 2613.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.086475575292694
Path 182 | total_timesteps 2635.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.087114484094945
Path 183 | total_timesteps 2655.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.087268910955034
Path 184 | total_timesteps 2673.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.08750403616403
Path 185 | total_timesteps 2688.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.087174106061829
Path 186 | total_timesteps 2698.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.086924939467313
Path 187 | total_timesteps 2707.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.087482850455975
Path 188 | total_timesteps 2725.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.08755648805681
Path 189 | total_timesteps 2738.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.087549423061406
Path 190 | total_timesteps 2753.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.087380990802002
Path 191 | total_timesteps 2762.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.08713190802743
Path 192 | total_timesteps 2774.
number of affinization with epsilon = 3 is 34
average number of affinization = 9.089141658599548
Path 193 | total_timesteps 2822.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.089053803339517
Path 194 | total_timesteps 2836.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.089207936763994
Path 195 | total_timesteps 2850.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.089200741995322
Path 196 | total_timesteps 2865.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.089112903225807
Path 197 | total_timesteps 2875.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.0895895492299
Path 198 | total_timesteps 2900.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.089421061119173
Path 199 | total_timesteps 2909.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.089816979762961
Path 200 | total_timesteps 2932.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.089890357949049
Path 201 | total_timesteps 2945.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.089963724304717
Path 202 | total_timesteps 2961.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.089795260357892
Path 203 | total_timesteps 2976.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.090029821874747
Path 204 | total_timesteps 2993.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.089941972920697
Path 205 | total_timesteps 3005.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.08993472479652
Path 206 | total_timesteps 3021.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.089927477840451
Path 207 | total_timesteps 3041.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.089517363629039
Path 208 | total_timesteps 3048.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.089349017080245
Path 209 | total_timesteps 3060.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.089019576250704
Path 210 | total_timesteps 3072.
number of affinization with epsilon = 3 is 1
average number of affinization = 9.088367971644917
Path 211 | total_timesteps 3080.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.088199758356826
Path 212 | total_timesteps 3092.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.088112113402062
Path 213 | total_timesteps 3103.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.088024482564226
Path 214 | total_timesteps 3116.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087775809309068
Path 215 | total_timesteps 3125.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.08817135035027
Path 216 | total_timesteps 3148.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.087842190016103
Path 217 | total_timesteps 3162.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.08791562676113
Path 218 | total_timesteps 3175.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.088069554017066
Path 219 | total_timesteps 3189.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087820977219673
Path 220 | total_timesteps 3200.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.088457823567289
Path 221 | total_timesteps 3223.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.088209255533199
Path 222 | total_timesteps 3237.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.088202156768068
Path 223 | total_timesteps 3248.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.08819505914541
Path 224 | total_timesteps 3259.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087946572256195
Path 225 | total_timesteps 3273.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087698125351999
Path 226 | total_timesteps 3282.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.088093322606596
Path 227 | total_timesteps 3299.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.087764459818196
Path 228 | total_timesteps 3308.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.087274774774775
Path 229 | total_timesteps 3316.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.087669910721466
Path 230 | total_timesteps 3331.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.087662859900274
Path 231 | total_timesteps 3343.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.087655810213109
Path 232 | total_timesteps 3353.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.08748793824381
Path 233 | total_timesteps 3364.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.08772211948219
Path 234 | total_timesteps 3379.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.08747387039717
Path 235 | total_timesteps 3388.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.087306053541282
Path 236 | total_timesteps 3402.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.087057877813505
Path 237 | total_timesteps 3409.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.087050880154328
Path 238 | total_timesteps 3422.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.087043883619996
Path 239 | total_timesteps 3435.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.086795788796914
Path 240 | total_timesteps 3444.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.086547733847638
Path 241 | total_timesteps 3455.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.086781840096425
Path 242 | total_timesteps 3470.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.086614173228346
Path 243 | total_timesteps 3478.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.087973005543505
Path 244 | total_timesteps 3516.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.08844794344473
Path 245 | total_timesteps 3536.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.088360510884408
Path 246 | total_timesteps 3548.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.088112449799198
Path 247 | total_timesteps 3557.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.088346317564854
Path 248 | total_timesteps 3573.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.087937680693864
Path 249 | total_timesteps 3582.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.088010921063198
Path 250 | total_timesteps 3596.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.088164445158181
Path 251 | total_timesteps 3613.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.088317944600561
Path 252 | total_timesteps 3625.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.088792549775208
Path 253 | total_timesteps 3646.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.089186802600947
Path 254 | total_timesteps 3663.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.088858564777652
Path 255 | total_timesteps 3672.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.089573802070792
Path 256 | total_timesteps 3695.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.08948635634029
Path 257 | total_timesteps 3708.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.08955942540727
Path 258 | total_timesteps 3720.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.089712726689134
Path 259 | total_timesteps 3739.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.08946481585493
Path 260 | total_timesteps 3749.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.089457637997432
Path 261 | total_timesteps 3760.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.090012033694345
Path 262 | total_timesteps 3781.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.089924594898124
Path 263 | total_timesteps 3791.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.08959653485201
Path 264 | total_timesteps 3802.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.090150786012192
Path 265 | total_timesteps 3824.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.089983158232416
Path 266 | total_timesteps 3834.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.089735364875702
Path 267 | total_timesteps 3843.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.089487611258118
Path 268 | total_timesteps 3858.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.09012187299551
Path 269 | total_timesteps 3881.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.089954301290788
Path 270 | total_timesteps 3889.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.090267756934423
Path 271 | total_timesteps 3903.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.090260521042085
Path 272 | total_timesteps 3916.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.090092978518756
Path 273 | total_timesteps 3927.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.0898453153803
Path 274 | total_timesteps 3934.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.08991825613079
Path 275 | total_timesteps 3948.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.089830915938776
Path 276 | total_timesteps 3958.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.08974358974359
Path 277 | total_timesteps 3970.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.089656277541863
Path 278 | total_timesteps 3981.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.089488863964108
Path 279 | total_timesteps 3990.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.090122566690699
Path 280 | total_timesteps 4014.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.090035245113745
Path 281 | total_timesteps 4027.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.089787745294354
Path 282 | total_timesteps 4037.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.089620374819798
Path 283 | total_timesteps 4050.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.089453031152399
Path 284 | total_timesteps 4061.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.089445868033312
Path 285 | total_timesteps 4075.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.089438706061333
Path 286 | total_timesteps 4088.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.089751801441153
Path 287 | total_timesteps 4103.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.089904731406612
Path 288 | total_timesteps 4119.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.08989753442203
Path 289 | total_timesteps 4136.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.090610742015528
Path 290 | total_timesteps 4159.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.090443412838162
Path 291 | total_timesteps 4170.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.090276110444178
Path 292 | total_timesteps 4179.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.090348911651729
Path 293 | total_timesteps 4195.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.091461950868208
Path 294 | total_timesteps 4222.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.091774683949431
Path 295 | total_timesteps 4238.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.091447315785263
Path 296 | total_timesteps 4248.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.09136
Path 297 | total_timesteps 4261.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.091272698184145
Path 298 | total_timesteps 4272.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.091265397536395
Path 299 | total_timesteps 4288.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.091578021274895
Path 300 | total_timesteps 4303.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.091970569417786
Path 301 | total_timesteps 4322.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.09188324670132
Path 302 | total_timesteps 4336.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.091795937949785
Path 303 | total_timesteps 4353.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.09170864315983
Path 304 | total_timesteps 4370.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.091541413495364
Path 305 | total_timesteps 4384.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.092173634982812
Path 306 | total_timesteps 4405.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.09232613908873
Path 307 | total_timesteps 4419.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.092078970505955
Path 308 | total_timesteps 4429.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.092231457800512
Path 309 | total_timesteps 4445.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.092463837608888
Path 310 | total_timesteps 4462.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.09229662777689
Path 311 | total_timesteps 4473.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.092449061126649
Path 312 | total_timesteps 4485.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.092921061041867
Path 313 | total_timesteps 4505.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.092833746105297
Path 314 | total_timesteps 4518.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.092746445119028
Path 315 | total_timesteps 4534.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.092818915248822
Path 316 | total_timesteps 4547.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.092651757188499
Path 317 | total_timesteps 4557.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.092724223304847
Path 318 | total_timesteps 4571.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.092636958952244
Path 319 | total_timesteps 4583.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.092390002395591
Path 320 | total_timesteps 4597.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.092542318748004
Path 321 | total_timesteps 4609.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.093333333333334
Path 322 | total_timesteps 4630.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.093246048219703
Path 323 | total_timesteps 4643.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.093318432186477
Path 324 | total_timesteps 4664.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.092911877394636
Path 325 | total_timesteps 4672.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.09298427647857
Path 326 | total_timesteps 4687.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.093455706304868
Path 327 | total_timesteps 4706.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.093448248344107
Path 328 | total_timesteps 4718.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.09375997446537
Path 329 | total_timesteps 4734.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.093353546636878
Path 330 | total_timesteps 4741.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.093106749640977
Path 331 | total_timesteps 4752.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.094056641404068
Path 332 | total_timesteps 4782.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.093570516911296
Path 333 | total_timesteps 4791.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.093483289463189
Path 334 | total_timesteps 4800.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.092997288243739
Path 335 | total_timesteps 4808.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.092830369247947
Path 336 | total_timesteps 4819.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.092583732057417
Path 337 | total_timesteps 4827.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.092337134199825
Path 338 | total_timesteps 4836.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.092090575665763
Path 339 | total_timesteps 4844.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.092162959419596
Path 340 | total_timesteps 4857.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.092075892857142
Path 341 | total_timesteps 4868.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.091749701076125
Path 342 | total_timesteps 4877.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.091742388012115
Path 343 | total_timesteps 4892.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.091894476767354
Path 344 | total_timesteps 4907.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.09236531718202
Path 345 | total_timesteps 4927.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.09203920631126
Path 346 | total_timesteps 4939.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.092669322709163
Path 347 | total_timesteps 4964.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.092741614214006
Path 348 | total_timesteps 4977.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.09289356277884
Path 349 | total_timesteps 4997.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.09304548713455
Path 350 | total_timesteps 5012.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.09327704317349
Path 351 | total_timesteps 5029.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.094225408203902
Path 352 | total_timesteps 5052.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.093978974195604
Path 353 | total_timesteps 5063.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.093891853149637
Path 354 | total_timesteps 5079.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.093884376493072
Path 355 | total_timesteps 5089.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.093797276853252
Path 356 | total_timesteps 5100.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.093869426751592
Path 357 | total_timesteps 5113.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.09378234217021
Path 358 | total_timesteps 5124.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.094411717879318
Path 359 | total_timesteps 5150.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.094324603995862
Path 360 | total_timesteps 5162.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.094078319006686
Path 361 | total_timesteps 5174.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.094070831675289
Path 362 | total_timesteps 5186.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.094461244628363
Path 363 | total_timesteps 5211.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.09421500755948
Path 364 | total_timesteps 5219.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.093968809675365
Path 365 | total_timesteps 5229.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.093802211790914
Path 366 | total_timesteps 5242.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.094590294351631
Path 367 | total_timesteps 5269.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.094423673534324
Path 368 | total_timesteps 5281.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.094416162901686
Path 369 | total_timesteps 5293.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.094408653463772
Path 370 | total_timesteps 5307.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.094003499284238
Path 371 | total_timesteps 5314.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.094473161033797
Path 372 | total_timesteps 5333.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.095022264631043
Path 373 | total_timesteps 5354.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.095173729824282
Path 374 | total_timesteps 5369.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.095484178724757
Path 375 | total_timesteps 5390.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.09515859766277
Path 376 | total_timesteps 5399.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.095389507154213
Path 377 | total_timesteps 5412.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.095381925125189
Path 378 | total_timesteps 5423.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.09513590844063
Path 379 | total_timesteps 5432.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.09473098625129
Path 380 | total_timesteps 5441.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.094643992371266
Path 381 | total_timesteps 5453.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.094795391338895
Path 382 | total_timesteps 5474.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.094628952804703
Path 383 | total_timesteps 5485.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.09549535234766
Path 384 | total_timesteps 5511.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.09580552907531
Path 385 | total_timesteps 5527.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.095718484391135
Path 386 | total_timesteps 5539.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.095472597299445
Path 387 | total_timesteps 5548.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.096338654594552
Path 388 | total_timesteps 5577.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.096251588310038
Path 389 | total_timesteps 5591.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.0969586278091
Path 390 | total_timesteps 5613.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.097268540574877
Path 391 | total_timesteps 5631.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.096784438269154
Path 392 | total_timesteps 5638.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.096697364242617
Path 393 | total_timesteps 5654.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.097086607922522
Path 394 | total_timesteps 5673.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.096602635338943
Path 395 | total_timesteps 5681.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.096118739582506
Path 396 | total_timesteps 5693.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.096111111111112
Path 397 | total_timesteps 5704.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.096341560193636
Path 398 | total_timesteps 5718.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.096810030153943
Path 399 | total_timesteps 5737.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.0965643100849
Path 400 | total_timesteps 5747.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.096635988575056
Path 401 | total_timesteps 5765.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.096469654898849
Path 402 | total_timesteps 5776.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.096303347612249
Path 403 | total_timesteps 5787.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.096454350757515
Path 404 | total_timesteps 5802.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.096526015228426
Path 405 | total_timesteps 5818.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.096518359901658
Path 406 | total_timesteps 5832.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.09674861221253
Path 407 | total_timesteps 5847.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.096978828007295
Path 408 | total_timesteps 5866.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.09673326990168
Path 409 | total_timesteps 5876.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.096646317291682
Path 410 | total_timesteps 5887.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.096797209449818
Path 411 | total_timesteps 5900.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.09678953626635
Path 412 | total_timesteps 5910.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.096702599873177
Path 413 | total_timesteps 5923.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.09661567726084
Path 414 | total_timesteps 5934.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.096687272150895
Path 415 | total_timesteps 5947.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.096996592439972
Path 416 | total_timesteps 5966.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.096909667194929
Path 417 | total_timesteps 5984.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.097456619919182
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.25    |
| Iteration     | 26       |
| MaximumReturn | 11.9     |
| MinimumReturn | -18.8    |
| TotalSamples  | 112153   |
----------------------------
itr #27 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.010578430257737637
Validation loss = 0.010716940276324749
Validation loss = 0.010987943038344383
Validation loss = 0.010307255201041698
Validation loss = 0.010986687615513802
Validation loss = 0.01016765646636486
Validation loss = 0.010468841530382633
Validation loss = 0.010569813661277294
Validation loss = 0.010395215824246407
Validation loss = 0.01033063791692257
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.011101558804512024
Validation loss = 0.010688168928027153
Validation loss = 0.010705358348786831
Validation loss = 0.010553187690675259
Validation loss = 0.010546168312430382
Validation loss = 0.010239779949188232
Validation loss = 0.010160350240767002
Validation loss = 0.010786054655909538
Validation loss = 0.010687348432838917
Validation loss = 0.010214981622993946
Validation loss = 0.010271144099533558
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.097765805736017
Path 1 | total_timesteps 16.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.097361958330033
Path 2 | total_timesteps 23.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.097354245880862
Path 3 | total_timesteps 38.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.097425742574258
Path 4 | total_timesteps 50.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.097734832884523
Path 5 | total_timesteps 71.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.098281460362715
Path 6 | total_timesteps 97.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.097877732024074
Path 7 | total_timesteps 108.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.09794916462111
Path 8 | total_timesteps 124.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.097862232779097
Path 9 | total_timesteps 138.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.09785448499723
Path 10 | total_timesteps 152.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.098084230525648
Path 11 | total_timesteps 166.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.097997308636112
Path 12 | total_timesteps 181.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.097752097514643
Path 13 | total_timesteps 189.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.097506925207757
Path 14 | total_timesteps 201.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.09789490345046
Path 15 | total_timesteps 220.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.097966289467436
Path 16 | total_timesteps 235.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.097958537743313
Path 17 | total_timesteps 251.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.098662868897856
Path 18 | total_timesteps 278.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.098575949367088
Path 19 | total_timesteps 289.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.09840993592279
Path 20 | total_timesteps 300.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.098006644518273
Path 21 | total_timesteps 309.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.097682512062011
Path 22 | total_timesteps 318.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.0977538753559
Path 23 | total_timesteps 329.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.097508896797153
Path 24 | total_timesteps 337.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.097105804206864
Path 25 | total_timesteps 344.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.096702775361745
Path 26 | total_timesteps 354.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.096378874130297
Path 27 | total_timesteps 362.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.096608427543678
Path 28 | total_timesteps 377.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.096284584980237
Path 29 | total_timesteps 385.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.09619792901747
Path 30 | total_timesteps 398.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.096585520075877
Path 31 | total_timesteps 418.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.096577886667193
Path 32 | total_timesteps 434.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.096570254464991
Path 33 | total_timesteps 450.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.097352824970367
Path 34 | total_timesteps 472.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.097187104930468
Path 35 | total_timesteps 481.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.097258434068104
Path 36 | total_timesteps 499.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.096776741981357
Path 37 | total_timesteps 506.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.097559048898017
Path 38 | total_timesteps 534.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.097551342812006
Path 39 | total_timesteps 548.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.09714872442935
Path 40 | total_timesteps 557.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.096904122571473
Path 41 | total_timesteps 566.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.096659559346126
Path 42 | total_timesteps 575.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.096572962728995
Path 43 | total_timesteps 588.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.096881168574813
Path 44 | total_timesteps 608.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.0967156166114
Path 45 | total_timesteps 623.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.096155364332517
Path 46 | total_timesteps 631.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.096621408272814
Path 47 | total_timesteps 652.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.096376983187307
Path 48 | total_timesteps 660.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.096211523283346
Path 49 | total_timesteps 669.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.096361770973088
Path 50 | total_timesteps 683.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.096117424242424
Path 51 | total_timesteps 693.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.096346563560324
Path 52 | total_timesteps 708.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.096417863342275
Path 53 | total_timesteps 722.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.096489151873767
Path 54 | total_timesteps 735.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.09632376143894
Path 55 | total_timesteps 747.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.096316163130078
Path 56 | total_timesteps 762.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.096939580375453
Path 57 | total_timesteps 784.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.096695322974998
Path 58 | total_timesteps 792.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.096766561514196
Path 59 | total_timesteps 805.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.096364640012617
Path 60 | total_timesteps 816.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.096357041476107
Path 61 | total_timesteps 829.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.096822518331624
Path 62 | total_timesteps 852.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.097682119205299
Path 63 | total_timesteps 879.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.097910918407567
Path 64 | total_timesteps 894.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.097666719218036
Path 65 | total_timesteps 904.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.097422558524475
Path 66 | total_timesteps 913.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.09733606557377
Path 67 | total_timesteps 927.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.097091969422335
Path 68 | total_timesteps 938.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.096847911741529
Path 69 | total_timesteps 947.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.09660389252226
Path 70 | total_timesteps 954.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.096359911755437
Path 71 | total_timesteps 964.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.096273536594973
Path 72 | total_timesteps 973.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.09610839766819
Path 73 | total_timesteps 985.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.09602205592753
Path 74 | total_timesteps 995.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.096250787649653
Path 75 | total_timesteps 1017.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.096321965818698
Path 76 | total_timesteps 1033.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.096314380217358
Path 77 | total_timesteps 1048.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.096228049452712
Path 78 | total_timesteps 1058.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.096377952755905
Path 79 | total_timesteps 1077.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.09629163058027
Path 80 | total_timesteps 1091.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.096205321996536
Path 81 | total_timesteps 1105.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.09659135637251
Path 82 | total_timesteps 1127.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.096898614609572
Path 83 | total_timesteps 1146.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.096654860291224
Path 84 | total_timesteps 1156.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.096411144341257
Path 85 | total_timesteps 1168.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.096718344219722
Path 86 | total_timesteps 1186.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.096474661630468
Path 87 | total_timesteps 1200.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.096545754976788
Path 88 | total_timesteps 1216.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.096616837136112
Path 89 | total_timesteps 1229.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.09637322004563
Path 90 | total_timesteps 1238.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.096208307111391
Path 91 | total_timesteps 1251.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.095964760481397
Path 92 | total_timesteps 1265.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.096114519427402
Path 93 | total_timesteps 1280.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.096972080220212
Path 94 | total_timesteps 1306.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.097357659641396
Path 95 | total_timesteps 1329.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.097271369033576
Path 96 | total_timesteps 1342.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.097342349426011
Path 97 | total_timesteps 1355.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.097020205991036
Path 98 | total_timesteps 1362.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.097562893081761
Path 99 | total_timesteps 1384.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.098026884678877
Path 100 | total_timesteps 1402.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.097861971388147
Path 101 | total_timesteps 1410.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.09816867091095
Path 102 | total_timesteps 1427.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.097846589122918
Path 103 | total_timesteps 1434.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.098153241650294
Path 104 | total_timesteps 1453.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.097909790979099
Path 105 | total_timesteps 1461.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.098373536575783
Path 106 | total_timesteps 1483.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.098680075424262
Path 107 | total_timesteps 1500.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.098436640741614
Path 108 | total_timesteps 1515.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.09897879025923
Path 109 | total_timesteps 1533.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.099128112481345
Path 110 | total_timesteps 1549.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.098963242224317
Path 111 | total_timesteps 1559.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.09887693395115
Path 112 | total_timesteps 1570.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.099026228993246
Path 113 | total_timesteps 1585.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.099568119356105
Path 114 | total_timesteps 1605.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.099481783919598
Path 115 | total_timesteps 1616.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.099709507733376
Path 116 | total_timesteps 1635.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.099544669492856
Path 117 | total_timesteps 1645.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.099144359839862
Path 118 | total_timesteps 1653.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.099372056514914
Path 119 | total_timesteps 1670.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.099913664547524
Path 120 | total_timesteps 1694.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.099827342646366
Path 121 | total_timesteps 1710.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.100054932119596
Path 122 | total_timesteps 1731.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.100125549278092
Path 123 | total_timesteps 1749.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.100510003923107
Path 124 | total_timesteps 1767.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.101129766201161
Path 125 | total_timesteps 1789.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.100808033262728
Path 126 | total_timesteps 1799.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.100564794477565
Path 127 | total_timesteps 1806.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.100321593850499
Path 128 | total_timesteps 1817.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.1
Path 129 | total_timesteps 1825.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.100462708807152
Path 130 | total_timesteps 1847.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.100846925972396
Path 131 | total_timesteps 1864.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.10083901827021
Path 132 | total_timesteps 1874.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.101458366002822
Path 133 | total_timesteps 1897.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.101136809094474
Path 134 | total_timesteps 1904.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.100893697083725
Path 135 | total_timesteps 1913.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.100729011523086
Path 136 | total_timesteps 1923.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.101583320269635
Path 137 | total_timesteps 1948.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.101340230425581
Path 138 | total_timesteps 1958.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.101645768025078
Path 139 | total_timesteps 1976.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.101559438915446
Path 140 | total_timesteps 1987.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.1014731233349
Path 141 | total_timesteps 1998.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.101151766825982
Path 142 | total_timesteps 2010.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.101692259479787
Path 143 | total_timesteps 2031.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.102311006658832
Path 144 | total_timesteps 2053.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.101989660034466
Path 145 | total_timesteps 2061.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.101746690686927
Path 146 | total_timesteps 2068.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.101660401002507
Path 147 | total_timesteps 2081.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.101730754170257
Path 148 | total_timesteps 2093.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.101644479248238
Path 149 | total_timesteps 2103.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.101479915433403
Path 150 | total_timesteps 2116.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.101080488568744
Path 151 | total_timesteps 2126.
number of affinization with epsilon = 3 is 39
average number of affinization = 9.10342127926094
Path 152 | total_timesteps 2177.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.104117739157664
Path 153 | total_timesteps 2200.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.10426614481409
Path 154 | total_timesteps 2214.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.10464934251722
Path 155 | total_timesteps 2232.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.104406355169445
Path 156 | total_timesteps 2243.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.104554703396463
Path 157 | total_timesteps 2257.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.104390014868143
Path 158 | total_timesteps 2268.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.104381846635368
Path 159 | total_timesteps 2278.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.104921367655113
Path 160 | total_timesteps 2302.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.104678454076044
Path 161 | total_timesteps 2313.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.10459203629821
Path 162 | total_timesteps 2328.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.105053191489361
Path 163 | total_timesteps 2350.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.105670707860774
Path 164 | total_timesteps 2371.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.105506022211793
Path 165 | total_timesteps 2383.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.10573238445296
Path 166 | total_timesteps 2398.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.105958711291835
Path 167 | total_timesteps 2414.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.106106810540307
Path 168 | total_timesteps 2428.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.105785770132917
Path 169 | total_timesteps 2437.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.106012039715425
Path 170 | total_timesteps 2455.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.106550969355848
Path 171 | total_timesteps 2475.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.106308137262566
Path 172 | total_timesteps 2487.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.106456151320932
Path 173 | total_timesteps 2502.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.10629152012505
Path 174 | total_timesteps 2515.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.106595811190997
Path 175 | total_timesteps 2534.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.10697819801516
Path 176 | total_timesteps 2552.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.106735427410532
Path 177 | total_timesteps 2563.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.107117743573717
Path 178 | total_timesteps 2580.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.1071875
Path 179 | total_timesteps 2597.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.107335364424655
Path 180 | total_timesteps 2613.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.10732698015935
Path 181 | total_timesteps 2626.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.107318597203781
Path 182 | total_timesteps 2638.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.107075913776944
Path 183 | total_timesteps 2650.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.10714564623194
Path 184 | total_timesteps 2665.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.10713727940028
Path 185 | total_timesteps 2680.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.107206996173968
Path 186 | total_timesteps 2692.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.106886321049345
Path 187 | total_timesteps 2703.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.106565695995004
Path 188 | total_timesteps 2711.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.106713505074161
Path 189 | total_timesteps 2728.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.106783233159003
Path 190 | total_timesteps 2745.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.106228535747736
Path 191 | total_timesteps 2754.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.106298290798408
Path 192 | total_timesteps 2769.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.106133916029343
Path 193 | total_timesteps 2780.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.106047600468202
Path 194 | total_timesteps 2794.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.106741573033707
Path 195 | total_timesteps 2817.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.106655223531247
Path 196 | total_timesteps 2831.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.106880948665939
Path 197 | total_timesteps 2846.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.107106638583353
Path 198 | total_timesteps 2863.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.106864274570983
Path 199 | total_timesteps 2873.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.106777942438187
Path 200 | total_timesteps 2883.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.10708157853689
Path 201 | total_timesteps 2903.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.106917258051938
Path 202 | total_timesteps 2913.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.107220835932626
Path 203 | total_timesteps 2936.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.106900584795321
Path 204 | total_timesteps 2945.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.106424450335256
Path 205 | total_timesteps 2952.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.106338192874405
Path 206 | total_timesteps 2963.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.106018085438103
Path 207 | total_timesteps 2970.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.106243666692649
Path 208 | total_timesteps 2988.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.106157443491815
Path 209 | total_timesteps 2999.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.106149169978957
Path 210 | total_timesteps 3011.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.10699812967581
Path 211 | total_timesteps 3036.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.107145640146497
Path 212 | total_timesteps 3052.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.106981455508805
Path 213 | total_timesteps 3063.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.10658356057655
Path 214 | total_timesteps 3070.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.107042692427548
Path 215 | total_timesteps 3089.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.106878554179325
Path 216 | total_timesteps 3101.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.107571272783924
Path 217 | total_timesteps 3122.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.107874445050237
Path 218 | total_timesteps 3140.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.107710280373832
Path 219 | total_timesteps 3154.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.107701892375983
Path 220 | total_timesteps 3165.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.107382027721538
Path 221 | total_timesteps 3176.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.108074437436736
Path 222 | total_timesteps 3201.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.107754593584554
Path 223 | total_timesteps 3209.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.107434799532893
Path 224 | total_timesteps 3218.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.107426436244745
Path 225 | total_timesteps 3229.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.107184556705846
Path 226 | total_timesteps 3238.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.107409713574096
Path 227 | total_timesteps 3254.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.107245700054479
Path 228 | total_timesteps 3265.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.107081712062257
Path 229 | total_timesteps 3277.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.10691774959147
Path 230 | total_timesteps 3289.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.10698723934018
Path 231 | total_timesteps 3303.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.107679141056563
Path 232 | total_timesteps 3330.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.107515170374981
Path 233 | total_timesteps 3343.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.107117852975495
Path 234 | total_timesteps 3352.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.10687616677038
Path 235 | total_timesteps 3362.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.107334525939176
Path 236 | total_timesteps 3382.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.107637268626537
Path 237 | total_timesteps 3399.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.107551131503227
Path 238 | total_timesteps 3409.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.107387247278382
Path 239 | total_timesteps 3419.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.10807868750486
Path 240 | total_timesteps 3443.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.108225781371482
Path 241 | total_timesteps 3459.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.10876156417632
Path 242 | total_timesteps 3483.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.109141791044776
Path 243 | total_timesteps 3502.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.10975514963078
Path 244 | total_timesteps 3520.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.109902067464635
Path 245 | total_timesteps 3533.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.1102821170436
Path 246 | total_timesteps 3555.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.110351258936898
Path 247 | total_timesteps 3566.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.110187271738285
Path 248 | total_timesteps 3578.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.11010101010101
Path 249 | total_timesteps 3589.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.110014761867765
Path 250 | total_timesteps 3600.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.110316967060285
Path 251 | total_timesteps 3623.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.110308397420958
Path 252 | total_timesteps 3635.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.110921236600902
Path 253 | total_timesteps 3653.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.111456310679612
Path 254 | total_timesteps 3672.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.111136999068034
Path 255 | total_timesteps 3682.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.11112836840879
Path 256 | total_timesteps 3696.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.111197390899209
Path 257 | total_timesteps 3709.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.111421694230918
Path 258 | total_timesteps 3730.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.112111801242236
Path 259 | total_timesteps 3753.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.112180731309682
Path 260 | total_timesteps 3769.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.112249650675361
Path 261 | total_timesteps 3786.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.112008072653884
Path 262 | total_timesteps 3796.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.111688916485564
Path 263 | total_timesteps 3806.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.112145906092355
Path 264 | total_timesteps 3824.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.112137203166228
Path 265 | total_timesteps 3840.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.112283696748662
Path 266 | total_timesteps 3854.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.111964618249534
Path 267 | total_timesteps 3862.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.11187834587633
Path 268 | total_timesteps 3873.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.111636927851047
Path 269 | total_timesteps 3882.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.112248855790861
Path 270 | total_timesteps 3903.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.11239528389699
Path 271 | total_timesteps 3920.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.112386566353836
Path 272 | total_timesteps 3931.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.112920738327905
Path 273 | total_timesteps 3954.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.112446684761535
Path 274 | total_timesteps 3960.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.112593052109181
Path 275 | total_timesteps 3975.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.11242924711173
Path 276 | total_timesteps 3986.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.112187936114125
Path 277 | total_timesteps 3995.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.112179238700675
Path 278 | total_timesteps 4010.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.111782945736435
Path 279 | total_timesteps 4017.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.111309200837145
Path 280 | total_timesteps 4031.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.111843125096884
Path 281 | total_timesteps 4052.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.11144695032163
Path 282 | total_timesteps 4060.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.1113608183509
Path 283 | total_timesteps 4072.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.111352189074003
Path 284 | total_timesteps 4082.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.1115760111576
Path 285 | total_timesteps 4098.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.111257457193771
Path 286 | total_timesteps 4106.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.11117136659436
Path 287 | total_timesteps 4118.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.111472616004338
Path 288 | total_timesteps 4133.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.111773818745158
Path 289 | total_timesteps 4152.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.112152428162032
Path 290 | total_timesteps 4169.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.112608426270135
Path 291 | total_timesteps 4189.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.112367381708356
Path 292 | total_timesteps 4199.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.11259098652625
Path 293 | total_timesteps 4217.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.112349980642664
Path 294 | total_timesteps 4228.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.112263858779809
Path 295 | total_timesteps 4238.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.112719671750407
Path 296 | total_timesteps 4258.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.112865768694844
Path 297 | total_timesteps 4271.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.112702221534175
Path 298 | total_timesteps 4283.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.112383900928792
Path 299 | total_timesteps 4291.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.112297809767046
Path 300 | total_timesteps 4301.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.11213434452871
Path 301 | total_timesteps 4319.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.111893523175732
Path 302 | total_timesteps 4330.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.111807489941194
Path 303 | total_timesteps 4346.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.111566731141199
Path 304 | total_timesteps 4357.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.111171282686058
Path 305 | total_timesteps 4365.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.111162682757021
Path 306 | total_timesteps 4377.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.111850247524753
Path 307 | total_timesteps 4401.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.111918941913528
Path 308 | total_timesteps 4416.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.111832946635731
Path 309 | total_timesteps 4430.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.111282963421235
Path 310 | total_timesteps 4437.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.111274358181255
Path 311 | total_timesteps 4452.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.111497719013377
Path 312 | total_timesteps 4470.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.111489098500078
Path 313 | total_timesteps 4487.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.111480479319676
Path 314 | total_timesteps 4500.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.111317254174397
Path 315 | total_timesteps 4511.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.110999458916286
Path 316 | total_timesteps 4519.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.11176379656825
Path 317 | total_timesteps 4543.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.111214158744879
Path 318 | total_timesteps 4552.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.110896445131376
Path 319 | total_timesteps 4562.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.111428792210804
Path 320 | total_timesteps 4584.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.111342914541801
Path 321 | total_timesteps 4598.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.111952406706328
Path 322 | total_timesteps 4621.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.112639060568604
Path 323 | total_timesteps 4644.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.112321359598301
Path 324 | total_timesteps 4655.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.112621659199753
Path 325 | total_timesteps 4674.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.11253572256121
Path 326 | total_timesteps 4684.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.112140871177015
Path 327 | total_timesteps 4691.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.112363889103406
Path 328 | total_timesteps 4707.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.112277992277992
Path 329 | total_timesteps 4717.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.112114894602733
Path 330 | total_timesteps 4732.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.112415071031501
Path 331 | total_timesteps 4750.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.112251987956459
Path 332 | total_timesteps 4764.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.112088930060214
Path 333 | total_timesteps 4774.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.112774990351216
Path 334 | total_timesteps 4795.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.11268910157456
Path 335 | total_timesteps 4804.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.113220652928918
Path 336 | total_timesteps 4825.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.11352060503164
Path 337 | total_timesteps 4844.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.113434678601743
Path 338 | total_timesteps 4854.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.113425925925926
Path 339 | total_timesteps 4868.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.113108556438547
Path 340 | total_timesteps 4882.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.113254127449467
Path 341 | total_timesteps 4899.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.113091105453984
Path 342 | total_timesteps 4908.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.112850971922246
Path 343 | total_timesteps 4916.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.112919398380255
Path 344 | total_timesteps 4931.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.11298781428351
Path 345 | total_timesteps 4945.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.113210457314722
Path 346 | total_timesteps 4968.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.113047501542258
Path 347 | total_timesteps 4982.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.11265325005783
Path 348 | total_timesteps 4989.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.112413261372398
Path 349 | total_timesteps 5002.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.112481689923676
Path 350 | total_timesteps 5015.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.112395929694728
Path 351 | total_timesteps 5025.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.112156016341633
Path 352 | total_timesteps 5036.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.112224448897795
Path 353 | total_timesteps 5053.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.11290944123314
Path 354 | total_timesteps 5077.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.11305487053021
Path 355 | total_timesteps 5093.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.113508515065115
Path 356 | total_timesteps 5115.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.11373092926491
Path 357 | total_timesteps 5131.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.113336928885122
Path 358 | total_timesteps 5141.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.113328197226503
Path 359 | total_timesteps 5155.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.113165395578152
Path 360 | total_timesteps 5166.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.113079648744415
Path 361 | total_timesteps 5178.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.112839867519064
Path 362 | total_timesteps 5190.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.112831176833025
Path 363 | total_timesteps 5203.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.113130535232962
Path 364 | total_timesteps 5227.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.113429847528106
Path 365 | total_timesteps 5245.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.113344113344114
Path 366 | total_timesteps 5260.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.11356636895596
Path 367 | total_timesteps 5282.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.11324967280006
Path 368 | total_timesteps 5290.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.113548883756735
Path 369 | total_timesteps 5308.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.113232237703025
Path 370 | total_timesteps 5321.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.112992610837438
Path 371 | total_timesteps 5332.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.112906949896098
Path 372 | total_timesteps 5344.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.113052177928274
Path 373 | total_timesteps 5363.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.113120430934975
Path 374 | total_timesteps 5379.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.11318867343798
Path 375 | total_timesteps 5393.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.112718319612219
Path 376 | total_timesteps 5399.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.112555777811972
Path 377 | total_timesteps 5409.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.11308562197092
Path 378 | total_timesteps 5431.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.112692307692308
Path 379 | total_timesteps 5441.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.113991231443736
Path 380 | total_timesteps 5474.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.113828641747423
Path 381 | total_timesteps 5485.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.114050603706836
Path 382 | total_timesteps 5500.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.113811135035373
Path 383 | total_timesteps 5507.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.113494809688582
Path 384 | total_timesteps 5515.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.11379363370752
Path 385 | total_timesteps 5532.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.11340047666641
Path 386 | total_timesteps 5540.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.114160516605166
Path 387 | total_timesteps 5566.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.114151741102313
Path 388 | total_timesteps 5578.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.114219830899309
Path 389 | total_timesteps 5592.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.114134194143418
Path 390 | total_timesteps 5605.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.114125422686751
Path 391 | total_timesteps 5615.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.113962960116806
Path 392 | total_timesteps 5625.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.113800522514216
Path 393 | total_timesteps 5634.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.113945447560507
Path 394 | total_timesteps 5647.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.113859864781807
Path 395 | total_timesteps 5658.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.113543827302758
Path 396 | total_timesteps 5665.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.114226455676755
Path 397 | total_timesteps 5689.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.114064060219679
Path 398 | total_timesteps 5702.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.11405529953917
Path 399 | total_timesteps 5714.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.114968128407956
Path 400 | total_timesteps 5738.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.114652127169405
Path 401 | total_timesteps 5746.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.114643323350995
Path 402 | total_timesteps 5756.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.114480958230958
Path 403 | total_timesteps 5765.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.11447216890595
Path 404 | total_timesteps 5779.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.114540150468294
Path 405 | total_timesteps 5793.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.114070776080448
Path 406 | total_timesteps 5801.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.11390850475898
Path 407 | total_timesteps 5811.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.114513776959091
Path 408 | total_timesteps 5831.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.114504988488104
Path 409 | total_timesteps 5844.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.114189241040595
Path 410 | total_timesteps 5854.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.114103744628606
Path 411 | total_timesteps 5866.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.113941533031536
Path 412 | total_timesteps 5877.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.113702623906706
Path 413 | total_timesteps 5885.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.113693901035672
Path 414 | total_timesteps 5898.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.113378336913163
Path 415 | total_timesteps 5906.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.113292935491295
Path 416 | total_timesteps 5921.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.11405123485197
Path 417 | total_timesteps 5948.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.114119180918783
Path 418 | total_timesteps 5960.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.115030674846626
Path 419 | total_timesteps 5986.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.115251897860594
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.56    |
| Iteration     | 27       |
| MaximumReturn | 14       |
| MinimumReturn | -18.6    |
| TotalSamples  | 116153   |
----------------------------
itr #28 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.010694761760532856
Validation loss = 0.010157594457268715
Validation loss = 0.010613508522510529
Validation loss = 0.01030722912400961
Validation loss = 0.010645314119756222
Validation loss = 0.010696363635361195
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.010806258767843246
Validation loss = 0.00998286996036768
Validation loss = 0.010602414608001709
Validation loss = 0.010217150673270226
Validation loss = 0.010544947348535061
Validation loss = 0.010395925492048264
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.115089710167153
Path 1 | total_timesteps 8.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.114850877865521
Path 2 | total_timesteps 18.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.114765409383624
Path 3 | total_timesteps 32.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.114679954005366
Path 4 | total_timesteps 46.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.114441208033114
Path 5 | total_timesteps 56.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.114662374492221
Path 6 | total_timesteps 74.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.115036787247087
Path 7 | total_timesteps 95.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.115257874166602
Path 8 | total_timesteps 115.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.115172413793104
Path 9 | total_timesteps 125.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.115086966515976
Path 10 | total_timesteps 135.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.11500153233221
Path 11 | total_timesteps 147.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.11483950049797
Path 12 | total_timesteps 158.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.115060517848935
Path 13 | total_timesteps 173.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.115434699348908
Path 14 | total_timesteps 193.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.115655637254902
Path 15 | total_timesteps 209.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.115646779505246
Path 16 | total_timesteps 222.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.115561341706234
Path 17 | total_timesteps 233.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.115246190366797
Path 18 | total_timesteps 242.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.115160796324655
Path 19 | total_timesteps 251.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.115075415358701
Path 20 | total_timesteps 260.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.114760373602817
Path 21 | total_timesteps 271.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.114598484268544
Path 22 | total_timesteps 281.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.114283527250459
Path 23 | total_timesteps 291.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.114734022196709
Path 24 | total_timesteps 311.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.114725241083729
Path 25 | total_timesteps 323.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.114946047294712
Path 26 | total_timesteps 337.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.114784205693297
Path 27 | total_timesteps 346.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.115617109189685
Path 28 | total_timesteps 369.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.115378729915838
Path 29 | total_timesteps 381.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.115063881875908
Path 30 | total_timesteps 388.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.115131578947368
Path 31 | total_timesteps 404.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.11481679798057
Path 32 | total_timesteps 412.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.11480801590944
Path 33 | total_timesteps 429.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.114799235181644
Path 34 | total_timesteps 441.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.11486693178342
Path 35 | total_timesteps 455.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.116158140246235
Path 36 | total_timesteps 490.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.116684508334608
Path 37 | total_timesteps 512.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.116599128373728
Path 38 | total_timesteps 522.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.116590214067278
Path 39 | total_timesteps 538.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.116657747878602
Path 40 | total_timesteps 554.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.116572389542883
Path 41 | total_timesteps 569.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.116716349461132
Path 42 | total_timesteps 585.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.116478141241211
Path 43 | total_timesteps 594.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.116239969430646
Path 44 | total_timesteps 603.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.116613174384838
Path 45 | total_timesteps 623.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.11637502865439
Path 46 | total_timesteps 633.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.116136919315403
Path 47 | total_timesteps 641.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.116433646573459
Path 48 | total_timesteps 658.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.117188693659282
Path 49 | total_timesteps 683.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.117103353448934
Path 50 | total_timesteps 693.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.117018026275588
Path 51 | total_timesteps 706.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.11700908882609
Path 52 | total_timesteps 719.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.117000152741713
Path 53 | total_timesteps 735.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.117143948071783
Path 54 | total_timesteps 751.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.117745876603543
Path 55 | total_timesteps 771.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.11743147285638
Path 56 | total_timesteps 780.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.117651549854939
Path 57 | total_timesteps 799.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.117642568134972
Path 58 | total_timesteps 814.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.117404580152671
Path 59 | total_timesteps 822.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.117395618655065
Path 60 | total_timesteps 836.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.117386658525415
Path 61 | total_timesteps 848.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.117148744562314
Path 62 | total_timesteps 856.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.11729242979243
Path 63 | total_timesteps 869.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.117207172834796
Path 64 | total_timesteps 881.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.116816725164046
Path 65 | total_timesteps 891.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.11680781261921
Path 66 | total_timesteps 903.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.116570033567287
Path 67 | total_timesteps 913.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.116637424670074
Path 68 | total_timesteps 927.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.116628527841343
Path 69 | total_timesteps 942.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.116619632369765
Path 70 | total_timesteps 953.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.116153142159854
Path 71 | total_timesteps 960.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.116220544497827
Path 72 | total_timesteps 978.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.115982919017844
Path 73 | total_timesteps 990.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.115821578345406
Path 74 | total_timesteps 1001.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.115965233302836
Path 75 | total_timesteps 1013.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.115880155523367
Path 76 | total_timesteps 1026.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.116023784113432
Path 77 | total_timesteps 1048.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.115710038874914
Path 78 | total_timesteps 1058.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.11608231707317
Path 79 | total_timesteps 1079.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.115997256306684
Path 80 | total_timesteps 1088.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.115988416399938
Path 81 | total_timesteps 1101.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.115598567400747
Path 82 | total_timesteps 1108.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.115513562938128
Path 83 | total_timesteps 1121.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.115504761904761
Path 84 | total_timesteps 1138.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.115191223525827
Path 85 | total_timesteps 1148.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.1160965948046
Path 86 | total_timesteps 1171.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.116468616697135
Path 87 | total_timesteps 1191.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.11638357833803
Path 88 | total_timesteps 1200.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.116070068545316
Path 89 | total_timesteps 1207.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.116670474449775
Path 90 | total_timesteps 1229.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.116433140420348
Path 91 | total_timesteps 1237.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.117033427244346
Path 92 | total_timesteps 1263.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.11717679305619
Path 93 | total_timesteps 1283.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.117472401979445
Path 94 | total_timesteps 1305.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.117082825822168
Path 95 | total_timesteps 1314.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.11791124305397
Path 96 | total_timesteps 1340.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.117521692799514
Path 97 | total_timesteps 1348.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.117741076185402
Path 98 | total_timesteps 1367.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.117960426179604
Path 99 | total_timesteps 1388.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.117647058823529
Path 100 | total_timesteps 1396.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.11862730178055
Path 101 | total_timesteps 1432.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.118694362017804
Path 102 | total_timesteps 1445.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.118457090687766
Path 103 | total_timesteps 1455.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.118372004564474
Path 104 | total_timesteps 1465.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.118210862619808
Path 105 | total_timesteps 1477.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.118430060089754
Path 106 | total_timesteps 1500.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.118192881046546
Path 107 | total_timesteps 1508.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.118183892311203
Path 108 | total_timesteps 1521.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.118555133079848
Path 109 | total_timesteps 1538.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.1196867158391
Path 110 | total_timesteps 1565.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.119449513381996
Path 111 | total_timesteps 1572.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.11921234699308
Path 112 | total_timesteps 1583.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.119735441690741
Path 113 | total_timesteps 1607.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.119650323071076
Path 114 | total_timesteps 1622.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.119565217391305
Path 115 | total_timesteps 1637.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.119480124648476
Path 116 | total_timesteps 1647.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.119395044839642
Path 117 | total_timesteps 1659.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.119157990728779
Path 118 | total_timesteps 1671.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.11968085106383
Path 119 | total_timesteps 1690.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.119975685738165
Path 120 | total_timesteps 1708.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.119966570430027
Path 121 | total_timesteps 1721.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.119805515460001
Path 122 | total_timesteps 1732.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.119644484958979
Path 123 | total_timesteps 1744.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.119407519939232
Path 124 | total_timesteps 1753.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.11947440376728
Path 125 | total_timesteps 1765.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.119313435102908
Path 126 | total_timesteps 1773.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.119152490886998
Path 127 | total_timesteps 1786.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.118915635203887
Path 128 | total_timesteps 1795.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.118830675778284
Path 129 | total_timesteps 1809.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.119049426770935
Path 130 | total_timesteps 1823.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.11904038870331
Path 131 | total_timesteps 1838.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.118651787747666
Path 132 | total_timesteps 1848.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.118490967056323
Path 133 | total_timesteps 1857.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.118102466793168
Path 134 | total_timesteps 1866.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.118245294474802
Path 135 | total_timesteps 1890.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.118312210670107
Path 136 | total_timesteps 1904.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.118303232660494
Path 137 | total_timesteps 1919.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.118521890887017
Path 138 | total_timesteps 1937.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.118816388467375
Path 139 | total_timesteps 1959.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.118579773917002
Path 140 | total_timesteps 1971.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.118267334243665
Path 141 | total_timesteps 1979.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.117803231434424
Path 142 | total_timesteps 1986.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.118249393203884
Path 143 | total_timesteps 2012.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.118240424725066
Path 144 | total_timesteps 2027.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.118155619596541
Path 145 | total_timesteps 2037.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.117691666034732
Path 146 | total_timesteps 2046.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.118895966029724
Path 147 | total_timesteps 2075.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.118735309727803
Path 148 | total_timesteps 2088.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.119257012888552
Path 149 | total_timesteps 2110.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.119096353574406
Path 150 | total_timesteps 2120.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.119617950272893
Path 151 | total_timesteps 2140.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.11953308572728
Path 152 | total_timesteps 2154.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.119448234045779
Path 153 | total_timesteps 2169.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.119590754073513
Path 154 | total_timesteps 2184.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.119505910882085
Path 155 | total_timesteps 2194.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.119724179737819
Path 156 | total_timesteps 2211.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.119790877405668
Path 157 | total_timesteps 2225.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.120766724751876
Path 158 | total_timesteps 2255.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.120454545454546
Path 159 | total_timesteps 2264.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.120218165290508
Path 160 | total_timesteps 2273.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.12020905923345
Path 161 | total_timesteps 2284.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.119821252745588
Path 162 | total_timesteps 2290.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.119736443501969
Path 163 | total_timesteps 2300.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.119727375993941
Path 164 | total_timesteps 2313.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.11941541723459
Path 165 | total_timesteps 2321.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.119330657984403
Path 166 | total_timesteps 2333.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.119018776499091
Path 167 | total_timesteps 2343.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.118782648194413
Path 168 | total_timesteps 2354.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.118395155185466
Path 169 | total_timesteps 2367.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.118310498826736
Path 170 | total_timesteps 2379.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.118150166515289
Path 171 | total_timesteps 2389.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.117989858472717
Path 172 | total_timesteps 2401.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.118510670500983
Path 173 | total_timesteps 2423.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.118350359440031
Path 174 | total_timesteps 2431.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.118190072639225
Path 175 | total_timesteps 2440.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.118332450631762
Path 176 | total_timesteps 2455.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.118323498259949
Path 177 | total_timesteps 2470.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.118011952492624
Path 178 | total_timesteps 2479.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.1178517397882
Path 179 | total_timesteps 2490.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.117615914076092
Path 180 | total_timesteps 2501.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.11730449251248
Path 181 | total_timesteps 2511.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.117295621265976
Path 182 | total_timesteps 2525.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.117059891107077
Path 183 | total_timesteps 2537.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.116824196597353
Path 184 | total_timesteps 2548.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.117269015575381
Path 185 | total_timesteps 2572.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.117789370227564
Path 186 | total_timesteps 2594.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.117402479588751
Path 187 | total_timesteps 2601.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.117771562476378
Path 188 | total_timesteps 2618.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.117989417989419
Path 189 | total_timesteps 2639.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.118056080417203
Path 190 | total_timesteps 2660.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.118273881499395
Path 191 | total_timesteps 2674.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.118264943701353
Path 192 | total_timesteps 2688.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.118104881366177
Path 193 | total_timesteps 2702.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.11839818662637
Path 194 | total_timesteps 2721.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.118011483831973
Path 195 | total_timesteps 2730.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.117851476920752
Path 196 | total_timesteps 2741.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.11784257440701
Path 197 | total_timesteps 2753.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.118060276455926
Path 198 | total_timesteps 2770.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.118353474320243
Path 199 | total_timesteps 2789.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.118420058907937
Path 200 | total_timesteps 2804.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.118260081558677
Path 201 | total_timesteps 2813.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.11862870950691
Path 202 | total_timesteps 2834.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.11892177589852
Path 203 | total_timesteps 2849.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.118912797281993
Path 204 | total_timesteps 2862.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.119205797976747
Path 205 | total_timesteps 2882.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.11957424322488
Path 206 | total_timesteps 2901.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.119867149758454
Path 207 | total_timesteps 2918.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.120235489470904
Path 208 | total_timesteps 2936.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.120528301886793
Path 209 | total_timesteps 2954.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.120141876084825
Path 210 | total_timesteps 2962.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.120208270449744
Path 211 | total_timesteps 2978.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.120123745567042
Path 212 | total_timesteps 2991.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.120341029123283
Path 213 | total_timesteps 3006.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.120331950207468
Path 214 | total_timesteps 3019.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.120473747736874
Path 215 | total_timesteps 3033.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.120540092026854
Path 216 | total_timesteps 3047.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.1209835570976
Path 217 | total_timesteps 3065.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.121426955275663
Path 218 | total_timesteps 3086.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.121719457013574
Path 219 | total_timesteps 3101.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.122313551014253
Path 220 | total_timesteps 3124.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.122530538380335
Path 221 | total_timesteps 3141.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.122973686194676
Path 222 | total_timesteps 3160.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.123190591073582
Path 223 | total_timesteps 3177.
number of affinization with epsilon = 3 is 34
average number of affinization = 9.125065963060687
Path 224 | total_timesteps 3217.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.124905774159506
Path 225 | total_timesteps 3228.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.124519484435064
Path 226 | total_timesteps 3236.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.124283991558638
Path 227 | total_timesteps 3245.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.12480217047253
Path 228 | total_timesteps 3264.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.125923134890732
Path 229 | total_timesteps 3297.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.125612237208951
Path 230 | total_timesteps 3305.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.125979505726342
Path 231 | total_timesteps 3329.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.126422059820689
Path 232 | total_timesteps 3351.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.126713876751545
Path 233 | total_timesteps 3369.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.126252354048964
Path 234 | total_timesteps 3377.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.126016872551974
Path 235 | total_timesteps 3386.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.126082699404986
Path 236 | total_timesteps 3399.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.126148516342823
Path 237 | total_timesteps 3416.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.125913095865652
Path 238 | total_timesteps 3426.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.125978915662651
Path 239 | total_timesteps 3441.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.1259694300128
Path 240 | total_timesteps 3452.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.126562264719169
Path 241 | total_timesteps 3473.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.126703304976285
Path 242 | total_timesteps 3488.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.126242095754291
Path 243 | total_timesteps 3494.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.126458411742567
Path 244 | total_timesteps 3512.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.126975763962065
Path 245 | total_timesteps 3531.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.12711673063897
Path 246 | total_timesteps 3547.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.127182420228777
Path 247 | total_timesteps 3563.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.127323350139212
Path 248 | total_timesteps 3579.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.127614747930775
Path 249 | total_timesteps 3596.
number of affinization with epsilon = 3 is 32
average number of affinization = 9.129335640659093
Path 250 | total_timesteps 3640.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.129927776105928
Path 251 | total_timesteps 3665.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.130143684646054
Path 252 | total_timesteps 3682.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.130359560704077
Path 253 | total_timesteps 3700.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.130650620534036
Path 254 | total_timesteps 3715.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.130640794223826
Path 255 | total_timesteps 3729.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.130330149657818
Path 256 | total_timesteps 3738.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.130545946758911
Path 257 | total_timesteps 3753.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.130761711406873
Path 258 | total_timesteps 3770.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.130977443609023
Path 259 | total_timesteps 3788.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.132245695812346
Path 260 | total_timesteps 3822.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.132235754021952
Path 261 | total_timesteps 3833.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.132601668796513
Path 262 | total_timesteps 3848.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.132742032471437
Path 263 | total_timesteps 3865.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.13303269447576
Path 264 | total_timesteps 3886.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.133699083120398
Path 265 | total_timesteps 3908.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.133538739009543
Path 266 | total_timesteps 3917.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.133378418996093
Path 267 | total_timesteps 3925.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.133894357201893
Path 268 | total_timesteps 3945.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.133658903080391
Path 269 | total_timesteps 3955.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.133874239350913
Path 270 | total_timesteps 3968.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.134164663461538
Path 271 | total_timesteps 3986.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.134379929392324
Path 272 | total_timesteps 4004.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.134444945170497
Path 273 | total_timesteps 4016.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.134810364250844
Path 274 | total_timesteps 4035.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.135175728446981
Path 275 | total_timesteps 4053.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.135616129758954
Path 276 | total_timesteps 4073.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.135530860489563
Path 277 | total_timesteps 4086.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.135896088294917
Path 278 | total_timesteps 4106.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.13566066066066
Path 279 | total_timesteps 4117.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.135275129494783
Path 280 | total_timesteps 4128.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.135715358054346
Path 281 | total_timesteps 4146.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.135930346018164
Path 282 | total_timesteps 4161.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.136145301711197
Path 283 | total_timesteps 4178.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.135684803001876
Path 284 | total_timesteps 4189.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.135899744859673
Path 285 | total_timesteps 4206.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.136264725744729
Path 286 | total_timesteps 4228.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.136029411764707
Path 287 | total_timesteps 4248.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.136394328156651
Path 288 | total_timesteps 4267.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.136234058514628
Path 289 | total_timesteps 4278.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.135923786662666
Path 290 | total_timesteps 4290.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.136588658865886
Path 291 | total_timesteps 4313.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.136503412585315
Path 292 | total_timesteps 4327.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.136193190340483
Path 293 | total_timesteps 4338.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.137007874015747
Path 294 | total_timesteps 4362.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.137147570485903
Path 295 | total_timesteps 4380.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.137062307865337
Path 296 | total_timesteps 4392.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.137801769380717
Path 297 | total_timesteps 4419.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.137791438638578
Path 298 | total_timesteps 4435.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.137931034482758
Path 299 | total_timesteps 4449.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.137770781800464
Path 300 | total_timesteps 4459.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.137685504422125
Path 301 | total_timesteps 4471.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.137525294161733
Path 302 | total_timesteps 4482.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.13781474820144
Path 303 | total_timesteps 4499.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.137654552266767
Path 304 | total_timesteps 4510.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.137494380338678
Path 305 | total_timesteps 4519.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.137334232411778
Path 306 | total_timesteps 4529.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.137323943661972
Path 307 | total_timesteps 4543.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.137238744475242
Path 308 | total_timesteps 4553.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.138352059925094
Path 309 | total_timesteps 4587.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.138641300277133
Path 310 | total_timesteps 4606.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.139005392450569
Path 311 | total_timesteps 4625.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.139369430090616
Path 312 | total_timesteps 4644.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.139358993559982
Path 313 | total_timesteps 4658.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.139423436915013
Path 314 | total_timesteps 4669.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.139787361485475
Path 315 | total_timesteps 4690.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.139851763120461
Path 316 | total_timesteps 4704.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.140140739631681
Path 317 | total_timesteps 4727.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.140729096489258
Path 318 | total_timesteps 4753.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.140718562874252
Path 319 | total_timesteps 4764.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.140708030836015
Path 320 | total_timesteps 4779.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.140622661278252
Path 321 | total_timesteps 4790.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.141285639452219
Path 322 | total_timesteps 4819.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.141724034720143
Path 323 | total_timesteps 4843.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.141339319117098
Path 324 | total_timesteps 4853.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.141403561274876
Path 325 | total_timesteps 4869.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.141018927208798
Path 326 | total_timesteps 4878.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.140709156193896
Path 327 | total_timesteps 4887.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.140549031341163
Path 328 | total_timesteps 4898.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.140239341810023
Path 329 | total_timesteps 4907.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.140004487323312
Path 330 | total_timesteps 4919.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.139769667962907
Path 331 | total_timesteps 4930.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.140282659089209
Path 332 | total_timesteps 4950.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.140197397936294
Path 333 | total_timesteps 4961.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.140635514018692
Path 334 | total_timesteps 4982.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.141895933014354
Path 335 | total_timesteps 5014.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.141735815205204
Path 336 | total_timesteps 5026.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.141500971744655
Path 337 | total_timesteps 5038.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.142013603408326
Path 338 | total_timesteps 5058.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.142301943198804
Path 339 | total_timesteps 5077.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.142515507062253
Path 340 | total_timesteps 5092.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.142654311762069
Path 341 | total_timesteps 5108.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.14249420907121
Path 342 | total_timesteps 5122.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.142782426778243
Path 343 | total_timesteps 5141.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.142995890922675
Path 344 | total_timesteps 5158.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.143508142835799
Path 345 | total_timesteps 5181.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.144319115559872
Path 346 | total_timesteps 5208.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.144383029578727
Path 347 | total_timesteps 5223.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.144148181342894
Path 348 | total_timesteps 5235.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.144137415982076
Path 349 | total_timesteps 5253.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.14442536031663
Path 350 | total_timesteps 5275.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.145609318996415
Path 351 | total_timesteps 5302.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.14574777869036
Path 352 | total_timesteps 5316.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.145438255935494
Path 353 | total_timesteps 5325.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.146173945502053
Path 354 | total_timesteps 5348.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.145939086294415
Path 355 | total_timesteps 5356.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.145928192879003
Path 356 | total_timesteps 5373.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.146215853112405
Path 357 | total_timesteps 5388.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.1460556757967
Path 358 | total_timesteps 5398.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.146492537313433
Path 359 | total_timesteps 5417.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.147377061413327
Path 360 | total_timesteps 5442.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.147366064766453
Path 361 | total_timesteps 5457.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.147802730731925
Path 362 | total_timesteps 5475.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.147567890182035
Path 363 | total_timesteps 5485.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.148079074972026
Path 364 | total_timesteps 5508.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.147993435775026
Path 365 | total_timesteps 5518.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.147758633549639
Path 366 | total_timesteps 5528.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.147747613365155
Path 367 | total_timesteps 5540.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.147736594824371
Path 368 | total_timesteps 5555.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.147949291573452
Path 369 | total_timesteps 5568.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.147490865707255
Path 370 | total_timesteps 5578.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.147927229346854
Path 371 | total_timesteps 5599.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.147692537090881
Path 372 | total_timesteps 5610.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.147830624720442
Path 373 | total_timesteps 5626.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.148117778606037
Path 374 | total_timesteps 5645.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.148032200357783
Path 375 | total_timesteps 5656.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.148542893344265
Path 376 | total_timesteps 5676.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.148978983455061
Path 377 | total_timesteps 5696.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.149116923764812
Path 378 | total_timesteps 5710.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.148807749627421
Path 379 | total_timesteps 5717.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.14894568213993
Path 380 | total_timesteps 5732.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.148860080464909
Path 381 | total_timesteps 5751.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.149221485509946
Path 382 | total_timesteps 5769.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.149135876042909
Path 383 | total_timesteps 5779.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.148901303538175
Path 384 | total_timesteps 5789.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.149560554148668
Path 385 | total_timesteps 5814.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.150219706561407
Path 386 | total_timesteps 5836.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.150208519511468
Path 387 | total_timesteps 5847.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.150941991213047
Path 388 | total_timesteps 5872.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.151005212211468
Path 389 | total_timesteps 5883.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.15084505993597
Path 390 | total_timesteps 5892.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.151280524121502
Path 391 | total_timesteps 5912.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.151567036402888
Path 392 | total_timesteps 5928.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.15148131606372
Path 393 | total_timesteps 5938.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.151544473390398
Path 394 | total_timesteps 5952.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.151979755879726
Path 395 | total_timesteps 5970.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.15204286671132
Path 396 | total_timesteps 5981.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.152329215657092
Path 397 | total_timesteps 5999.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.151945829302775
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.69    |
| Iteration     | 28       |
| MaximumReturn | 11.7     |
| MinimumReturn | -18.6    |
| TotalSamples  | 120157   |
----------------------------
itr #29 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.010641857050359249
Validation loss = 0.010566339828073978
Validation loss = 0.010386109352111816
Validation loss = 0.01039141695946455
Validation loss = 0.010434587486088276
Validation loss = 0.010814768262207508
Validation loss = 0.010496708564460278
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.010341445915400982
Validation loss = 0.010364549234509468
Validation loss = 0.011056488379836082
Validation loss = 0.010446874424815178
Validation loss = 0.010156144388020039
Validation loss = 0.01026055309921503
Validation loss = 0.010347583331167698
Validation loss = 0.010244382545351982
Validation loss = 0.01012331061065197
Validation loss = 0.010465807281434536
Validation loss = 0.010162753984332085
Validation loss = 0.009988585487008095
Validation loss = 0.010468884371221066
Validation loss = 0.010179243050515652
Validation loss = 0.010191762819886208
Validation loss = 0.010419209487736225
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.152901785714286
Path 1 | total_timesteps 30.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.152816010713488
Path 2 | total_timesteps 43.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.153325398006249
Path 3 | total_timesteps 64.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.153090827940192
Path 4 | total_timesteps 74.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.152558762273133
Path 5 | total_timesteps 81.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.153514317590183
Path 6 | total_timesteps 111.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.153502900490853
Path 7 | total_timesteps 124.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.153491485089612
Path 8 | total_timesteps 137.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.153331350386674
Path 9 | total_timesteps 149.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.153691724291768
Path 10 | total_timesteps 166.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.154275092936803
Path 11 | total_timesteps 189.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.154486655267267
Path 12 | total_timesteps 204.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.154549509366637
Path 13 | total_timesteps 218.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.15446368839664
Path 14 | total_timesteps 229.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.153931916158763
Path 15 | total_timesteps 236.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.153994797473059
Path 16 | total_timesteps 253.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.154503567181926
Path 17 | total_timesteps 275.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.154863639741398
Path 18 | total_timesteps 295.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.154926437806509
Path 19 | total_timesteps 309.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.154617727914406
Path 20 | total_timesteps 317.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.154531946508172
Path 21 | total_timesteps 330.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.155040487333778
Path 22 | total_timesteps 355.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.155326103105036
Path 23 | total_timesteps 373.
number of affinization with epsilon = 3 is 29
average number of affinization = 9.15680011884424
Path 24 | total_timesteps 417.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.157234105763518
Path 25 | total_timesteps 436.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.157519494987003
Path 26 | total_timesteps 456.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.15728501410961
Path 27 | total_timesteps 468.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.157793123932576
Path 28 | total_timesteps 490.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.157410157410158
Path 29 | total_timesteps 501.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.157621204246789
Path 30 | total_timesteps 519.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.157535263548626
Path 31 | total_timesteps 534.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.157672036225966
Path 32 | total_timesteps 549.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.15751187648456
Path 33 | total_timesteps 557.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.157500185556298
Path 34 | total_timesteps 574.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.157488496363367
Path 35 | total_timesteps 587.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.15769944341373
Path 36 | total_timesteps 606.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.157539329177798
Path 37 | total_timesteps 618.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.157750241151591
Path 38 | total_timesteps 639.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.157738536874907
Path 39 | total_timesteps 651.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.158023592254619
Path 40 | total_timesteps 670.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.158679525222553
Path 41 | total_timesteps 692.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.158890290037832
Path 42 | total_timesteps 711.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.159620234386589
Path 43 | total_timesteps 741.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.159756730697916
Path 44 | total_timesteps 758.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.15944823494512
Path 45 | total_timesteps 768.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.159436410826844
Path 46 | total_timesteps 784.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.159869494290374
Path 47 | total_timesteps 804.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.159857640691035
Path 48 | total_timesteps 819.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.159845788849347
Path 49 | total_timesteps 831.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.160130476684706
Path 50 | total_timesteps 849.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.160340993328392
Path 51 | total_timesteps 869.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.160477355273887
Path 52 | total_timesteps 885.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.161058404980729
Path 53 | total_timesteps 905.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.161491143555917
Path 54 | total_timesteps 928.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.161479175930044
Path 55 | total_timesteps 940.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.161319007039644
Path 56 | total_timesteps 950.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.161158861885003
Path 57 | total_timesteps 962.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.161665555308588
Path 58 | total_timesteps 985.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.162468513853904
Path 59 | total_timesteps 1015.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.162826876064894
Path 60 | total_timesteps 1032.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.162814814814816
Path 61 | total_timesteps 1043.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.162728686763943
Path 62 | total_timesteps 1053.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.162494445267368
Path 63 | total_timesteps 1064.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.16344516033474
Path 64 | total_timesteps 1096.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.163877369668246
Path 65 | total_timesteps 1121.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.163495001851166
Path 66 | total_timesteps 1130.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.163927143491781
Path 67 | total_timesteps 1154.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.164433256829792
Path 68 | total_timesteps 1173.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.164273023393545
Path 69 | total_timesteps 1183.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.164334887852542
Path 70 | total_timesteps 1200.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.164544781643228
Path 71 | total_timesteps 1217.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.16453260306417
Path 72 | total_timesteps 1231.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.164964476021314
Path 73 | total_timesteps 1255.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.165840301931473
Path 74 | total_timesteps 1285.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.165976024863104
Path 75 | total_timesteps 1301.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.165815760266371
Path 76 | total_timesteps 1314.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.166173424089967
Path 77 | total_timesteps 1335.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.166235111341274
Path 78 | total_timesteps 1352.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.166000887705282
Path 79 | total_timesteps 1362.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.166210518529477
Path 80 | total_timesteps 1380.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.166494082840236
Path 81 | total_timesteps 1396.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.166629687153318
Path 82 | total_timesteps 1415.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.166765271409554
Path 83 | total_timesteps 1432.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.167196627967167
Path 84 | total_timesteps 1455.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.167110322389826
Path 85 | total_timesteps 1466.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.166728280961182
Path 86 | total_timesteps 1475.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.16664202277096
Path 87 | total_timesteps 1486.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.166925408442374
Path 88 | total_timesteps 1506.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.16683914843288
Path 89 | total_timesteps 1520.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.166974647054476
Path 90 | total_timesteps 1535.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.167110125646712
Path 91 | total_timesteps 1551.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.167245584214028
Path 92 | total_timesteps 1570.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.166937629323087
Path 93 | total_timesteps 1579.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.167590334737309
Path 94 | total_timesteps 1604.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.167356287867593
Path 95 | total_timesteps 1615.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.167861100849649
Path 96 | total_timesteps 1639.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.167848699763594
Path 97 | total_timesteps 1652.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.167984043731995
Path 98 | total_timesteps 1666.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.167823903087605
Path 99 | total_timesteps 1674.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.168033089593028
Path 100 | total_timesteps 1692.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.169202363367798
Path 101 | total_timesteps 1725.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.169337567387933
Path 102 | total_timesteps 1740.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.169177374095407
Path 103 | total_timesteps 1748.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.16953407664476
Path 104 | total_timesteps 1767.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.170481393975193
Path 105 | total_timesteps 1797.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.170173495754891
Path 106 | total_timesteps 1804.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.170603868300605
Path 107 | total_timesteps 1828.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.170960360227356
Path 108 | total_timesteps 1848.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.171907292589312
Path 109 | total_timesteps 1876.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.171820798582921
Path 110 | total_timesteps 1889.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.171660516605167
Path 111 | total_timesteps 1902.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.1713526676998
Path 112 | total_timesteps 1911.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.171266233766234
Path 113 | total_timesteps 1920.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.17140116579355
Path 114 | total_timesteps 1939.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.171462298952338
Path 115 | total_timesteps 1959.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.17189229066765
Path 116 | total_timesteps 1980.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.172395987016818
Path 117 | total_timesteps 2002.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.172678321162499
Path 118 | total_timesteps 2020.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.172665584894528
Path 119 | total_timesteps 2034.
number of affinization with epsilon = 3 is 35
average number of affinization = 9.174570396046906
Path 120 | total_timesteps 2076.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.174778761061948
Path 121 | total_timesteps 2090.
number of affinization with epsilon = 3 is 58
average number of affinization = 9.178379175577023
Path 122 | total_timesteps 2162.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.179472054269281
Path 123 | total_timesteps 2191.
number of affinization with epsilon = 3 is 39
average number of affinization = 9.181670721816706
Path 124 | total_timesteps 2245.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.181657328221764
Path 125 | total_timesteps 2262.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.18149649834132
Path 126 | total_timesteps 2270.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.18140940586761
Path 127 | total_timesteps 2284.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.181469742758162
Path 128 | total_timesteps 2299.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.181824882075471
Path 129 | total_timesteps 2318.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.181958876851647
Path 130 | total_timesteps 2333.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.182535003684599
Path 131 | total_timesteps 2362.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.182153120624863
Path 132 | total_timesteps 2371.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.182581786030061
Path 133 | total_timesteps 2391.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.182347307153908
Path 134 | total_timesteps 2406.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.182186533077942
Path 135 | total_timesteps 2419.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.182025782688767
Path 136 | total_timesteps 2428.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.181644077784325
Path 137 | total_timesteps 2435.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.182072622818001
Path 138 | total_timesteps 2463.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.18213286198262
Path 139 | total_timesteps 2476.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.182340378525664
Path 140 | total_timesteps 2497.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.182547864506628
Path 141 | total_timesteps 2514.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.18246079081069
Path 142 | total_timesteps 2525.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.182668237372994
Path 143 | total_timesteps 2543.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.18272841051314
Path 144 | total_timesteps 2559.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.183009422850413
Path 145 | total_timesteps 2578.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.182627898417373
Path 146 | total_timesteps 2585.
number of affinization with epsilon = 3 is 30
average number of affinization = 9.184160164875607
Path 147 | total_timesteps 2624.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.183999411201885
Path 148 | total_timesteps 2634.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.184206652929054
Path 149 | total_timesteps 2650.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.184266686290382
Path 150 | total_timesteps 2664.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.184988962472406
Path 151 | total_timesteps 2689.
number of affinization with epsilon = 3 is 40
average number of affinization = 9.187256272533293
Path 152 | total_timesteps 2741.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.187463213655091
Path 153 | total_timesteps 2759.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.187817258883248
Path 154 | total_timesteps 2783.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.187362071502132
Path 155 | total_timesteps 2794.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.187642515630747
Path 156 | total_timesteps 2814.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.187334510150045
Path 157 | total_timesteps 2823.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.187320732514525
Path 158 | total_timesteps 2837.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.187601117811443
Path 159 | total_timesteps 2853.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.187440252959776
Path 160 | total_timesteps 2864.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.187794117647059
Path 161 | total_timesteps 2883.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.18792735828248
Path 162 | total_timesteps 2900.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.188354653727393
Path 163 | total_timesteps 2919.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.189149452326692
Path 164 | total_timesteps 2942.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.189576595119082
Path 165 | total_timesteps 2966.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.189562660786475
Path 166 | total_timesteps 2980.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.189254740555636
Path 167 | total_timesteps 2989.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.189534798265598
Path 168 | total_timesteps 3005.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.189006466784244
Path 169 | total_timesteps 3014.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.18950694393416
Path 170 | total_timesteps 3035.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.189125642909625
Path 171 | total_timesteps 3042.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.189332157813533
Path 172 | total_timesteps 3057.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.190052894504849
Path 173 | total_timesteps 3085.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.189965474179093
Path 174 | total_timesteps 3095.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.18995152049361
Path 175 | total_timesteps 3105.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.19067205288285
Path 176 | total_timesteps 3133.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.19102526439483
Path 177 | total_timesteps 3150.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.190864360725564
Path 178 | total_timesteps 3162.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.191437802907917
Path 179 | total_timesteps 3184.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.191790880387694
Path 180 | total_timesteps 3208.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.192143906020558
Path 181 | total_timesteps 3231.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.192570295866677
Path 182 | total_timesteps 3251.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.192996623109675
Path 183 | total_timesteps 3270.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.192909050869853
Path 184 | total_timesteps 3289.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.193261890780974
Path 185 | total_timesteps 3308.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.193247706422019
Path 186 | total_timesteps 3319.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.194114193453691
Path 187 | total_timesteps 3344.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.194246716078373
Path 188 | total_timesteps 3361.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.194305840915762
Path 189 | total_timesteps 3380.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.195172059578839
Path 190 | total_timesteps 3413.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.195157740278797
Path 191 | total_timesteps 3425.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.196023769349278
Path 192 | total_timesteps 3453.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.195715962441314
Path 193 | total_timesteps 3463.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.19577495782293
Path 194 | total_timesteps 3478.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.195907290597036
Path 195 | total_timesteps 3496.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.196699669966996
Path 196 | total_timesteps 3521.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.196538574361982
Path 197 | total_timesteps 3533.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.19623084256068
Path 198 | total_timesteps 3546.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.196583076697463
Path 199 | total_timesteps 3565.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.197741769924482
Path 200 | total_timesteps 3597.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.198020527859237
Path 201 | total_timesteps 3615.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.19873909537424
Path 202 | total_timesteps 3638.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.198577921125935
Path 203 | total_timesteps 3650.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.198490068166825
Path 204 | total_timesteps 3661.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.198328935795955
Path 205 | total_timesteps 3672.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.198387687797728
Path 206 | total_timesteps 3688.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.198886120474864
Path 207 | total_timesteps 3710.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.198798270682202
Path 208 | total_timesteps 3725.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.199296600234467
Path 209 | total_timesteps 3746.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.199868122206755
Path 210 | total_timesteps 3775.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.19985347985348
Path 211 | total_timesteps 3792.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.199619075525602
Path 212 | total_timesteps 3800.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.199677702900674
Path 213 | total_timesteps 3813.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.199809565663225
Path 214 | total_timesteps 3828.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.199428738831111
Path 215 | total_timesteps 3838.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.200659099231052
Path 216 | total_timesteps 3872.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.200864089045108
Path 217 | total_timesteps 3890.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.201361938932415
Path 218 | total_timesteps 3912.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.201420412944794
Path 219 | total_timesteps 3925.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.201991361007394
Path 220 | total_timesteps 3948.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.201756954612005
Path 221 | total_timesteps 3955.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.201888587951101
Path 222 | total_timesteps 3971.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.202166593470942
Path 223 | total_timesteps 3996.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.20237136792798
Path 224 | total_timesteps 4020.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.20221018735363
Path 225 | total_timesteps 4028.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.201975850713502
Path 226 | total_timesteps 4039.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.201814722669399
Path 227 | total_timesteps 4051.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.201799956098633
Path 228 | total_timesteps 4064.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.201565700907228
Path 229 | total_timesteps 4074.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.201331479991222
Path 230 | total_timesteps 4083.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.201609363569862
Path 231 | total_timesteps 4099.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.20174091141833
Path 232 | total_timesteps 4116.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.201872440023406
Path 233 | total_timesteps 4135.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.202223359906386
Path 234 | total_timesteps 4154.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.202281702501097
Path 235 | total_timesteps 4170.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.202705667276051
Path 236 | total_timesteps 4191.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.202837086867506
Path 237 | total_timesteps 4207.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.203407179937122
Path 238 | total_timesteps 4228.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.204123409855242
Path 239 | total_timesteps 4253.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.204035382703413
Path 240 | total_timesteps 4271.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.204166666666667
Path 241 | total_timesteps 4286.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.204809589942256
Path 242 | total_timesteps 4308.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.205817862885542
Path 243 | total_timesteps 4338.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.205802821018782
Path 244 | total_timesteps 4349.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.205787781350482
Path 245 | total_timesteps 4364.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.205699671172816
Path 246 | total_timesteps 4376.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.205392371766768
Path 247 | total_timesteps 4386.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.206327171768832
Path 248 | total_timesteps 4415.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.20645821157218
Path 249 | total_timesteps 4432.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.20637007816495
Path 250 | total_timesteps 4448.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.206647187728269
Path 251 | total_timesteps 4465.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.206851216127383
Path 252 | total_timesteps 4480.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.207201285422144
Path 253 | total_timesteps 4497.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.207478273570437
Path 254 | total_timesteps 4513.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.207609171900103
Path 255 | total_timesteps 4528.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.207959109163928
Path 256 | total_timesteps 4546.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.20772488317757
Path 257 | total_timesteps 4557.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.207855734832446
Path 258 | total_timesteps 4571.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.20784056066579
Path 259 | total_timesteps 4589.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.208555369005037
Path 260 | total_timesteps 4614.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.20941605839416
Path 261 | total_timesteps 4642.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.209546748412524
Path 262 | total_timesteps 4661.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.209896365494089
Path 263 | total_timesteps 4679.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.209954024666132
Path 264 | total_timesteps 4695.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.210668417980152
Path 265 | total_timesteps 4723.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.210580080262678
Path 266 | total_timesteps 4737.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.210564716182693
Path 267 | total_timesteps 4752.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.210403443496023
Path 268 | total_timesteps 4763.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.211482346075284
Path 269 | total_timesteps 4792.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.211393974761107
Path 270 | total_timesteps 4809.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.211743253099927
Path 271 | total_timesteps 4824.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.212457151192472
Path 272 | total_timesteps 4849.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.213316802800467
Path 273 | total_timesteps 4877.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.213301246991906
Path 274 | total_timesteps 4889.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.214160711681494
Path 275 | total_timesteps 4917.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.214801312431645
Path 276 | total_timesteps 4942.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.214858559346748
Path 277 | total_timesteps 4959.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.215936429248378
Path 278 | total_timesteps 4992.
number of affinization with epsilon = 3 is 52
average number of affinization = 9.219055255868202
Path 279 | total_timesteps 5065.
number of affinization with epsilon = 3 is 28
average number of affinization = 9.220424229171222
Path 280 | total_timesteps 5103.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.220991253644314
Path 281 | total_timesteps 5124.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.22133955251075
Path 282 | total_timesteps 5142.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.221396297915756
Path 283 | total_timesteps 5158.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.221380164687021
Path 284 | total_timesteps 5172.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.221655494025066
Path 285 | total_timesteps 5193.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.22200364298725
Path 286 | total_timesteps 5209.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.22235174122104
Path 287 | total_timesteps 5229.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.222408392219712
Path 288 | total_timesteps 5247.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.222974941724942
Path 289 | total_timesteps 5268.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.222958700560856
Path 290 | total_timesteps 5284.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.223306627822287
Path 291 | total_timesteps 5304.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.223144709052509
Path 292 | total_timesteps 5315.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.222909991261288
Path 293 | total_timesteps 5324.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.22369474987257
Path 294 | total_timesteps 5350.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.22346002621232
Path 295 | total_timesteps 5362.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.223443756825628
Path 296 | total_timesteps 5375.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.223573092603377
Path 297 | total_timesteps 5393.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.22355681735459
Path 298 | total_timesteps 5409.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.223686126073664
Path 299 | total_timesteps 5424.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.223960986971395
Path 300 | total_timesteps 5439.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.223871906841339
Path 301 | total_timesteps 5450.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.224219489120152
Path 302 | total_timesteps 5468.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.22493086886916
Path 303 | total_timesteps 5494.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.224914501928254
Path 304 | total_timesteps 5505.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.22453434225844
Path 305 | total_timesteps 5513.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.224954528919607
Path 306 | total_timesteps 5535.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.22486541539357
Path 307 | total_timesteps 5546.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.224849057976286
Path 308 | total_timesteps 5561.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.225123654349723
Path 309 | total_timesteps 5577.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.224961815404757
Path 310 | total_timesteps 5589.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.224945454545454
Path 311 | total_timesteps 5602.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.22478365209803
Path 312 | total_timesteps 5617.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.224840023269342
Path 313 | total_timesteps 5633.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.224605540609321
Path 314 | total_timesteps 5646.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.224589210411517
Path 315 | total_timesteps 5661.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.224282079243912
Path 316 | total_timesteps 5671.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.224265774934574
Path 317 | total_timesteps 5686.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.224176782728792
Path 318 | total_timesteps 5699.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.22394243349324
Path 319 | total_timesteps 5708.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.223853477723672
Path 320 | total_timesteps 5719.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.22376453488372
Path 321 | total_timesteps 5736.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.223457597558317
Path 322 | total_timesteps 5745.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.223005377125418
Path 323 | total_timesteps 5752.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.223279808181356
Path 324 | total_timesteps 5767.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.22384481255449
Path 325 | total_timesteps 5789.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.223683254631311
Path 326 | total_timesteps 5804.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.224030219381083
Path 327 | total_timesteps 5822.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.223796033994335
Path 328 | total_timesteps 5835.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.224288204532249
Path 329 | total_timesteps 5856.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.224998184327111
Path 330 | total_timesteps 5879.
number of affinization with epsilon = 3 is 29
average number of affinization = 9.22643427741467
Path 331 | total_timesteps 5918.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.227143998257207
Path 332 | total_timesteps 5946.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.22690967179785
Path 333 | total_timesteps 5957.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.227038408480361
Path 334 | total_timesteps 5976.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.227021925366632
Path 335 | total_timesteps 5990.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.227005444646098
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.03    |
| Iteration     | 29       |
| MaximumReturn | 18.8     |
| MinimumReturn | -29.9    |
| TotalSamples  | 124159   |
----------------------------
itr #30 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.01058206893503666
Validation loss = 0.010353779420256615
Validation loss = 0.01024461630731821
Validation loss = 0.010340165346860886
Validation loss = 0.01056863646954298
Validation loss = 0.010445000603795052
Validation loss = 0.010627229698002338
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.010245971381664276
Validation loss = 0.010536814108490944
Validation loss = 0.010372613556683064
Validation loss = 0.010253749787807465
Validation loss = 0.01045991387218237
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.227714866434379
Path 1 | total_timesteps 27.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.227625753066706
Path 2 | total_timesteps 39.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.227754391058209
Path 3 | total_timesteps 58.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.227374990928224
Path 4 | total_timesteps 66.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.227358490566038
Path 5 | total_timesteps 80.
number of affinization with epsilon = 3 is 37
average number of affinization = 9.229373775487991
Path 6 | total_timesteps 131.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.229429690901176
Path 7 | total_timesteps 146.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.229485598200682
Path 8 | total_timesteps 165.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.2304846198491
Path 9 | total_timesteps 200.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.230903155603917
Path 10 | total_timesteps 223.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.231104018569564
Path 11 | total_timesteps 239.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.23210270544716
Path 12 | total_timesteps 266.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.231940818102698
Path 13 | total_timesteps 275.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.231923997389224
Path 14 | total_timesteps 287.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.232052211747643
Path 15 | total_timesteps 300.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.231962874338336
Path 16 | total_timesteps 313.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.232526102088167
Path 17 | total_timesteps 338.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.232799245994345
Path 18 | total_timesteps 357.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.232637378570393
Path 19 | total_timesteps 368.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.232837984777094
Path 20 | total_timesteps 388.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.23347347057118
Path 21 | total_timesteps 412.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.233529028049576
Path 22 | total_timesteps 426.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.233946948833164
Path 23 | total_timesteps 449.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.234219871005145
Path 24 | total_timesteps 468.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.234782608695653
Path 25 | total_timesteps 491.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.235345264835882
Path 26 | total_timesteps 513.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.23655991885234
Path 27 | total_timesteps 550.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.236325436499312
Path 28 | total_timesteps 563.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.236163430889597
Path 29 | total_timesteps 574.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.23607388627309
Path 30 | total_timesteps 589.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.236056786904244
Path 31 | total_timesteps 599.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.236329398131383
Path 32 | total_timesteps 619.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.236312282734646
Path 33 | total_timesteps 629.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.236295169816787
Path 34 | total_timesteps 645.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.236350470673425
Path 35 | total_timesteps 659.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.236333357468684
Path 36 | total_timesteps 675.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.237185056472633
Path 37 | total_timesteps 707.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.237385072033591
Path 38 | total_timesteps 725.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.237657448964818
Path 39 | total_timesteps 749.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.237785016286646
Path 40 | total_timesteps 767.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.238202084539664
Path 41 | total_timesteps 787.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.238908590866323
Path 42 | total_timesteps 812.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.239108409321176
Path 43 | total_timesteps 827.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.239163470583978
Path 44 | total_timesteps 841.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.23972503617945
Path 45 | total_timesteps 865.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.24043122784169
Path 46 | total_timesteps 890.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.240124439299667
Path 47 | total_timesteps 903.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.24068581349924
Path 48 | total_timesteps 926.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.241030092592593
Path 49 | total_timesteps 946.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.24137432188065
Path 50 | total_timesteps 965.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.242514103862288
Path 51 | total_timesteps 993.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.243219787372531
Path 52 | total_timesteps 1015.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.24370841770321
Path 53 | total_timesteps 1036.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.243690794706776
Path 54 | total_timesteps 1049.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.243600867678959
Path 55 | total_timesteps 1061.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.243944761767045
Path 56 | total_timesteps 1078.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.24465008675535
Path 57 | total_timesteps 1101.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.24448781898359
Path 58 | total_timesteps 1111.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.244759288708979
Path 59 | total_timesteps 1127.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.244741597397903
Path 60 | total_timesteps 1140.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.244940734316277
Path 61 | total_timesteps 1157.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.244850762448507
Path 62 | total_timesteps 1170.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.244327214915451
Path 63 | total_timesteps 1177.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.244020521713997
Path 64 | total_timesteps 1188.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.24400289017341
Path 65 | total_timesteps 1198.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.244274257640344
Path 66 | total_timesteps 1222.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.244039878630256
Path 67 | total_timesteps 1232.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.244094488188976
Path 68 | total_timesteps 1246.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.244365790234037
Path 69 | total_timesteps 1267.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.24507042253521
Path 70 | total_timesteps 1290.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.245702730030334
Path 71 | total_timesteps 1315.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.245468332490793
Path 72 | total_timesteps 1325.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.245089543616407
Path 73 | total_timesteps 1334.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.245360675861074
Path 74 | total_timesteps 1354.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.245270758122743
Path 75 | total_timesteps 1371.
number of affinization with epsilon = 3 is 29
average number of affinization = 9.246696989387047
Path 76 | total_timesteps 1411.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.247473289055732
Path 77 | total_timesteps 1441.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.247383238287735
Path 78 | total_timesteps 1451.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.247581925797604
Path 79 | total_timesteps 1465.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.248285817394443
Path 80 | total_timesteps 1491.
number of affinization with epsilon = 3 is 30
average number of affinization = 9.249783487297922
Path 81 | total_timesteps 1534.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.25084794688605
Path 82 | total_timesteps 1565.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.251118487516235
Path 83 | total_timesteps 1579.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.251388989104553
Path 84 | total_timesteps 1597.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.251948051948052
Path 85 | total_timesteps 1622.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.252507034124521
Path 86 | total_timesteps 1647.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.25270523733949
Path 87 | total_timesteps 1665.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.253047680877154
Path 88 | total_timesteps 1684.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.253101557991922
Path 89 | total_timesteps 1703.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.253227551388388
Path 90 | total_timesteps 1717.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.253642002019328
Path 91 | total_timesteps 1736.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.254128506526285
Path 92 | total_timesteps 1758.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.25461494087107
Path 93 | total_timesteps 1778.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.255101305068859
Path 94 | total_timesteps 1801.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.254794520547945
Path 95 | total_timesteps 1813.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.255641265950544
Path 96 | total_timesteps 1839.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.25533448673587
Path 97 | total_timesteps 1849.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.255099834210336
Path 98 | total_timesteps 1858.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.255874297246649
Path 99 | total_timesteps 1881.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.255711711711712
Path 100 | total_timesteps 1889.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.255405015854713
Path 101 | total_timesteps 1898.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.255170425884558
Path 102 | total_timesteps 1906.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.255512321660182
Path 103 | total_timesteps 1927.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.255710065566683
Path 104 | total_timesteps 1943.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.256123919308358
Path 105 | total_timesteps 1960.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.25610546790577
Path 106 | total_timesteps 1972.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.2573836622965
Path 107 | total_timesteps 2004.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.257725275516819
Path 108 | total_timesteps 2026.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.25785076346874
Path 109 | total_timesteps 2041.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.25812027367663
Path 110 | total_timesteps 2062.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.258461760046089
Path 111 | total_timesteps 2081.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.258155109094837
Path 112 | total_timesteps 2094.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.258568548387096
Path 113 | total_timesteps 2113.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.25905392756858
Path 114 | total_timesteps 2134.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.258819294456444
Path 115 | total_timesteps 2147.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.258872651356993
Path 116 | total_timesteps 2161.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.259069968327095
Path 117 | total_timesteps 2179.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.259555171669186
Path 118 | total_timesteps 2200.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.259464517057722
Path 119 | total_timesteps 2215.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.259157970492984
Path 120 | total_timesteps 2227.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.260002878526194
Path 121 | total_timesteps 2255.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.260128085198245
Path 122 | total_timesteps 2269.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.26018132105339
Path 123 | total_timesteps 2281.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.26037844449241
Path 124 | total_timesteps 2297.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.260791366906474
Path 125 | total_timesteps 2318.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.260772606287317
Path 126 | total_timesteps 2335.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.261329305135952
Path 127 | total_timesteps 2358.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.262173631590304
Path 128 | total_timesteps 2384.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.26222669735328
Path 129 | total_timesteps 2395.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.26235167206041
Path 130 | total_timesteps 2410.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.26218898317273
Path 131 | total_timesteps 2422.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.262313942618825
Path 132 | total_timesteps 2439.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.262079378774805
Path 133 | total_timesteps 2448.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.262132432238118
Path 134 | total_timesteps 2464.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.262113587347232
Path 135 | total_timesteps 2475.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.262382287398461
Path 136 | total_timesteps 2492.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.262435307648074
Path 137 | total_timesteps 2507.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.26270394594983
Path 138 | total_timesteps 2523.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.263188155814287
Path 139 | total_timesteps 2549.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.263312971613367
Path 140 | total_timesteps 2566.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.263294050014371
Path 141 | total_timesteps 2581.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.263490694833656
Path 142 | total_timesteps 2600.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.263902859606265
Path 143 | total_timesteps 2625.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.264099432430491
Path 144 | total_timesteps 2641.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.263793103448275
Path 145 | total_timesteps 2649.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.263414984555707
Path 146 | total_timesteps 2657.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.263252406263469
Path 147 | total_timesteps 2667.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.263520792932558
Path 148 | total_timesteps 2686.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.263501867279517
Path 149 | total_timesteps 2701.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.263482944344704
Path 150 | total_timesteps 2712.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.263535832256212
Path 151 | total_timesteps 2729.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.263732318517986
Path 152 | total_timesteps 2743.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.264072372199886
Path 153 | total_timesteps 2766.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.264053413741115
Path 154 | total_timesteps 2777.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.263962670495333
Path 155 | total_timesteps 2789.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.263800157921183
Path 156 | total_timesteps 2802.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.26370944587999
Path 157 | total_timesteps 2813.
number of affinization with epsilon = 3 is 29
average number of affinization = 9.265125959951195
Path 158 | total_timesteps 2848.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.265322233385962
Path 159 | total_timesteps 2867.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.265016146393972
Path 160 | total_timesteps 2876.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.265571182548795
Path 161 | total_timesteps 2901.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.26533687307168
Path 162 | total_timesteps 2912.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.265246089826373
Path 163 | total_timesteps 2921.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.265227060764762
Path 164 | total_timesteps 2936.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.26571018651363
Path 165 | total_timesteps 2963.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.266623628147192
Path 166 | total_timesteps 2992.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.26703485870033
Path 167 | total_timesteps 3019.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.267015706806284
Path 168 | total_timesteps 3037.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.267785427423982
Path 169 | total_timesteps 3062.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.267551093581929
Path 170 | total_timesteps 3075.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.267101677900474
Path 171 | total_timesteps 3085.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.267871226787122
Path 172 | total_timesteps 3108.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.268067106395183
Path 173 | total_timesteps 3131.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.26790450928382
Path 174 | total_timesteps 3143.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.269103942652329
Path 175 | total_timesteps 3174.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.26937137122787
Path 176 | total_timesteps 3191.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.27049885321101
Path 177 | total_timesteps 3228.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.270622805131513
Path 178 | total_timesteps 3244.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.271033395442167
Path 179 | total_timesteps 3265.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.271300609100681
Path 180 | total_timesteps 3283.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.271496130696475
Path 181 | total_timesteps 3301.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.271834921544745
Path 182 | total_timesteps 3324.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.272746811864163
Path 183 | total_timesteps 3352.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.27351529479189
Path 184 | total_timesteps 3383.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.273567335243554
Path 185 | total_timesteps 3400.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.273261227705751
Path 186 | total_timesteps 3407.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.273456524853174
Path 187 | total_timesteps 3430.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.273938265415742
Path 188 | total_timesteps 3451.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.274133486107132
Path 189 | total_timesteps 3472.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.27468671679198
Path 190 | total_timesteps 3495.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.274738651009594
Path 191 | total_timesteps 3509.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.274790577790506
Path 192 | total_timesteps 3524.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.275057273768613
Path 193 | total_timesteps 3544.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.275610279905505
Path 194 | total_timesteps 3567.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.275590551181102
Path 195 | total_timesteps 3583.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.27585713263188
Path 196 | total_timesteps 3598.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.276409962782708
Path 197 | total_timesteps 3623.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.276533314248908
Path 198 | total_timesteps 3645.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.276871332474595
Path 199 | total_timesteps 3666.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.277996422182468
Path 200 | total_timesteps 3697.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.278048082427018
Path 201 | total_timesteps 3716.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.278171281390856
Path 202 | total_timesteps 3736.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.278151380741164
Path 203 | total_timesteps 3752.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.278346090564417
Path 204 | total_timesteps 3773.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.278826895565093
Path 205 | total_timesteps 3797.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.278950003576282
Path 206 | total_timesteps 3812.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.279216135030754
Path 207 | total_timesteps 3827.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.279625259243367
Path 208 | total_timesteps 3846.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.279962814645309
Path 209 | total_timesteps 3865.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.279871290668574
Path 210 | total_timesteps 3878.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.28042328042328
Path 211 | total_timesteps 3900.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.280546221491385
Path 212 | total_timesteps 3913.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.280812124678295
Path 213 | total_timesteps 3934.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.28100650511116
Path 214 | total_timesteps 3948.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.28155825589707
Path 215 | total_timesteps 3974.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.281752555214066
Path 216 | total_timesteps 3990.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.281589479702687
Path 217 | total_timesteps 4000.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.282069606231687
Path 218 | total_timesteps 4021.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.282764041732172
Path 219 | total_timesteps 4052.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.282958199356914
Path 220 | total_timesteps 4068.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.283295227207773
Path 221 | total_timesteps 4088.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.284060870186469
Path 222 | total_timesteps 4121.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.283897699671382
Path 223 | total_timesteps 4134.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.283734552468033
Path 224 | total_timesteps 4147.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.283785714285715
Path 225 | total_timesteps 4160.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.283336904506822
Path 226 | total_timesteps 4167.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.283602342522498
Path 227 | total_timesteps 4184.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.283653502820824
Path 228 | total_timesteps 4201.
number of affinization with epsilon = 3 is 31
average number of affinization = 9.28520422736361
Path 229 | total_timesteps 4241.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.285112459835773
Path 230 | total_timesteps 4260.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.285449093245752
Path 231 | total_timesteps 4279.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.286071250089242
Path 232 | total_timesteps 4301.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.286264991433466
Path 233 | total_timesteps 4316.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.286101791705333
Path 234 | total_timesteps 4325.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.286366880799429
Path 235 | total_timesteps 4343.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.28677467703947
Path 236 | total_timesteps 4363.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.286682843277191
Path 237 | total_timesteps 4380.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.287518732605438
Path 238 | total_timesteps 4407.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.287712287712287
Path 239 | total_timesteps 4421.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.288191223688905
Path 240 | total_timesteps 4444.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.288384703196346
Path 241 | total_timesteps 4461.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.287864735678106
Path 242 | total_timesteps 4470.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.2879155371665
Path 243 | total_timesteps 4487.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.288322990227549
Path 244 | total_timesteps 4512.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.288231098430813
Path 245 | total_timesteps 4524.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.288281862919906
Path 246 | total_timesteps 4536.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.2886892026815
Path 247 | total_timesteps 4557.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.288811238679312
Path 248 | total_timesteps 4576.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.28871933827724
Path 249 | total_timesteps 4588.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.288698752228164
Path 250 | total_timesteps 4603.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.289391130757165
Path 251 | total_timesteps 4630.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.289156626506024
Path 252 | total_timesteps 4644.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.28956372968349
Path 253 | total_timesteps 4663.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.290042055741678
Path 254 | total_timesteps 4683.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.29087669280114
Path 255 | total_timesteps 4708.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.291212315586915
Path 256 | total_timesteps 4731.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.291262827822122
Path 257 | total_timesteps 4751.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.291170811658235
Path 258 | total_timesteps 4761.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.291007553085365
Path 259 | total_timesteps 4770.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.290844317776987
Path 260 | total_timesteps 4784.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.291251068680536
Path 261 | total_timesteps 4804.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.291657761629978
Path 262 | total_timesteps 4826.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.292776748824618
Path 263 | total_timesteps 4862.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.29289835458366
Path 264 | total_timesteps 4881.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.293233618233618
Path 265 | total_timesteps 4899.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.293355174132897
Path 266 | total_timesteps 4917.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.293904002278877
Path 267 | total_timesteps 4941.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.294523962116356
Path 268 | total_timesteps 4965.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.294859014525777
Path 269 | total_timesteps 4986.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.295977216091135
Path 270 | total_timesteps 5019.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.296098533390289
Path 271 | total_timesteps 5038.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.29600626468285
Path 272 | total_timesteps 5050.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.295985193621869
Path 273 | total_timesteps 5063.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.296177663890669
Path 274 | total_timesteps 5081.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.296085409252669
Path 275 | total_timesteps 5093.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.296135506369653
Path 276 | total_timesteps 5105.
number of affinization with epsilon = 3 is 31
average number of affinization = 9.297680045545118
Path 277 | total_timesteps 5144.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.297872340425531
Path 278 | total_timesteps 5163.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.297993453820975
Path 279 | total_timesteps 5178.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.297972251867662
Path 280 | total_timesteps 5191.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.29823562891292
Path 281 | total_timesteps 5205.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.298427829551112
Path 282 | total_timesteps 5225.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.298833404467207
Path 283 | total_timesteps 5248.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.29881214880148
Path 284 | total_timesteps 5260.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.299075391180654
Path 285 | total_timesteps 5275.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.299196358722709
Path 286 | total_timesteps 5293.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.299175081780685
Path 287 | total_timesteps 5307.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.299082699281803
Path 288 | total_timesteps 5319.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.298919226393629
Path 289 | total_timesteps 5329.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.299395662993245
Path 290 | total_timesteps 5349.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.299445471349353
Path 291 | total_timesteps 5363.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.299921802800881
Path 292 | total_timesteps 5386.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.300042649985784
Path 293 | total_timesteps 5400.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.300518871277276
Path 294 | total_timesteps 5427.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.300213219616206
Path 295 | total_timesteps 5435.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.300902565560373
Path 296 | total_timesteps 5461.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.301023308698124
Path 297 | total_timesteps 5480.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.3010729766219
Path 298 | total_timesteps 5494.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.301051584482023
Path 299 | total_timesteps 5506.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.30081705150977
Path 300 | total_timesteps 5518.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.301079852230748
Path 301 | total_timesteps 5532.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.301413653477303
Path 302 | total_timesteps 5554.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.302102571387982
Path 303 | total_timesteps 5579.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.302436252574756
Path 304 | total_timesteps 5604.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.302130681818182
Path 305 | total_timesteps 5610.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.302038207513672
Path 306 | total_timesteps 5629.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.302371822184348
Path 307 | total_timesteps 5648.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.302066321096357
Path 308 | total_timesteps 5656.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.301902868503266
Path 309 | total_timesteps 5669.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.302094426695065
Path 310 | total_timesteps 5685.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.301789010364901
Path 311 | total_timesteps 5696.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.302406474054093
Path 312 | total_timesteps 5722.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.302739920499716
Path 313 | total_timesteps 5742.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.302860387536375
Path 314 | total_timesteps 5755.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.30305180979418
Path 315 | total_timesteps 5773.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.303101270314386
Path 316 | total_timesteps 5791.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.303079761566847
Path 317 | total_timesteps 5804.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.303483999148513
Path 318 | total_timesteps 5821.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.303959131545339
Path 319 | total_timesteps 5843.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.30386661936857
Path 320 | total_timesteps 5855.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.304341657207718
Path 321 | total_timesteps 5882.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.304887564730084
Path 322 | total_timesteps 5906.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.305504326854873
Path 323 | total_timesteps 5929.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.30654656358607
Path 324 | total_timesteps 5968.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.30645390070922
Path 325 | total_timesteps 5980.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.306786752712574
Path 326 | total_timesteps 5997.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.307190469436959
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.57    |
| Iteration     | 30       |
| MaximumReturn | 12.7     |
| MinimumReturn | -19.6    |
| TotalSamples  | 128169   |
----------------------------
itr #31 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.010638264939188957
Validation loss = 0.01042250357568264
Validation loss = 0.010529689490795135
Validation loss = 0.010507200844585896
Validation loss = 0.010526914149522781
Validation loss = 0.010238569229841232
Validation loss = 0.010216540656983852
Validation loss = 0.010215278714895248
Validation loss = 0.010603733360767365
Validation loss = 0.010474070906639099
Validation loss = 0.010473495349287987
Validation loss = 0.010264510288834572
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.010391207411885262
Validation loss = 0.010385476052761078
Validation loss = 0.01056099496781826
Validation loss = 0.010403153486549854
Validation loss = 0.01036849059164524
Validation loss = 0.010332450270652771
Validation loss = 0.01076740212738514
Validation loss = 0.010394033044576645
Validation loss = 0.010389682836830616
Validation loss = 0.010506005957722664
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.307097780614054
Path 1 | total_timesteps 9.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.307288712422007
Path 2 | total_timesteps 23.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.307621410847217
Path 3 | total_timesteps 42.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.307528711186729
Path 4 | total_timesteps 52.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.308074005812717
Path 5 | total_timesteps 76.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.308831868443436
Path 6 | total_timesteps 101.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.309093486427104
Path 7 | total_timesteps 121.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.309213323883771
Path 8 | total_timesteps 139.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.309404011055205
Path 9 | total_timesteps 158.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.309948979591837
Path 10 | total_timesteps 179.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.309572734358394
Path 11 | total_timesteps 193.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.310259316990223
Path 12 | total_timesteps 217.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.311229188806234
Path 13 | total_timesteps 247.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.311986398413149
Path 14 | total_timesteps 273.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.311822625203655
Path 15 | total_timesteps 283.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.311588043632243
Path 16 | total_timesteps 293.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.312203413839507
Path 17 | total_timesteps 314.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.312322946175637
Path 18 | total_timesteps 329.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.313079810211741
Path 19 | total_timesteps 355.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.312986829061039
Path 20 | total_timesteps 366.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.313743538908165
Path 21 | total_timesteps 392.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.313296516567545
Path 22 | total_timesteps 401.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.31341592920354
Path 23 | total_timesteps 422.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.31381849072632
Path 24 | total_timesteps 444.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.314291781694628
Path 25 | total_timesteps 470.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.314340317100793
Path 26 | total_timesteps 484.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.314459622053931
Path 27 | total_timesteps 502.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.314366595895258
Path 28 | total_timesteps 512.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.314910480503857
Path 29 | total_timesteps 536.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.315171242570054
Path 30 | total_timesteps 552.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.315361211349325
Path 31 | total_timesteps 569.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.315692656006792
Path 32 | total_timesteps 586.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.315599575521755
Path 33 | total_timesteps 598.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.315647990945104
Path 34 | total_timesteps 612.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.315979344981255
Path 35 | total_timesteps 632.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.31595699533173
Path 36 | total_timesteps 644.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.316217554282481
Path 37 | total_timesteps 662.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.316336633663367
Path 38 | total_timesteps 682.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.316526412559226
Path 39 | total_timesteps 699.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.3171404327535
Path 40 | total_timesteps 723.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.317259421622003
Path 41 | total_timesteps 737.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.31716628959276
Path 42 | total_timesteps 751.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.317709437963945
Path 43 | total_timesteps 775.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.317899052735756
Path 44 | total_timesteps 792.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.319078249805612
Path 45 | total_timesteps 830.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.319691829233815
Path 46 | total_timesteps 853.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.320305321930878
Path 47 | total_timesteps 877.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.320070671378092
Path 48 | total_timesteps 889.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.320330718677125
Path 49 | total_timesteps 911.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.32059072922555
Path 50 | total_timesteps 927.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.321133328622906
Path 51 | total_timesteps 948.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.32139324572559
Path 52 | total_timesteps 965.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.321299894030378
Path 53 | total_timesteps 976.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.321559762644815
Path 54 | total_timesteps 998.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.322314049586776
Path 55 | total_timesteps 1028.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.322079389744314
Path 56 | total_timesteps 1037.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.321844763048238
Path 57 | total_timesteps 1046.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.321398305084745
Path 58 | total_timesteps 1053.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.321022526657721
Path 59 | total_timesteps 1061.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.32149413924587
Path 60 | total_timesteps 1086.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.321824472216338
Path 61 | total_timesteps 1109.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.321942953967806
Path 62 | total_timesteps 1123.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.3219908224497
Path 63 | total_timesteps 1140.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.322250458845122
Path 64 | total_timesteps 1161.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.322651231735724
Path 65 | total_timesteps 1181.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.322346132128741
Path 66 | total_timesteps 1191.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.322746841696661
Path 67 | total_timesteps 1209.
number of affinization with epsilon = 3 is 31
average number of affinization = 9.324276640790401
Path 68 | total_timesteps 1253.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.32411262437372
Path 69 | total_timesteps 1271.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.324513124470787
Path 70 | total_timesteps 1293.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.324349114513511
Path 71 | total_timesteps 1306.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.324749541413857
Path 72 | total_timesteps 1327.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.324514991181658
Path 73 | total_timesteps 1341.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.324351015801355
Path 74 | total_timesteps 1353.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.32411652676871
Path 75 | total_timesteps 1365.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.324305261673015
Path 76 | total_timesteps 1379.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.325058184639255
Path 77 | total_timesteps 1407.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.325669957686882
Path 78 | total_timesteps 1431.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.326211127565053
Path 79 | total_timesteps 1454.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.326117613876745
Path 80 | total_timesteps 1467.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.326165127265035
Path 81 | total_timesteps 1486.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.326001128031585
Path 82 | total_timesteps 1496.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.326048642932676
Path 83 | total_timesteps 1514.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.326378119272523
Path 84 | total_timesteps 1538.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.326566575033482
Path 85 | total_timesteps 1555.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.327107414716663
Path 86 | total_timesteps 1580.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.326872929734302
Path 87 | total_timesteps 1589.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.327061310782241
Path 88 | total_timesteps 1609.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.326967796490733
Path 89 | total_timesteps 1620.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.32694475760992
Path 90 | total_timesteps 1634.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.327133093778624
Path 91 | total_timesteps 1655.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.327673664928843
Path 92 | total_timesteps 1676.
number of affinization with epsilon = 3 is 38
average number of affinization = 9.329693554068333
Path 93 | total_timesteps 1726.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.329952099182869
Path 94 | total_timesteps 1746.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.329717545960413
Path 95 | total_timesteps 1755.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.329835188054656
Path 96 | total_timesteps 1776.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.330516233537573
Path 97 | total_timesteps 1802.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.33056338028169
Path 98 | total_timesteps 1815.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.330469685233433
Path 99 | total_timesteps 1828.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.331713843120687
Path 100 | total_timesteps 1867.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.3319721185665
Path 101 | total_timesteps 1886.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.332089552238806
Path 102 | total_timesteps 1900.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.332770151355156
Path 103 | total_timesteps 1924.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.332887512318738
Path 104 | total_timesteps 1938.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.333145632434714
Path 105 | total_timesteps 1953.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.333333333333334
Path 106 | total_timesteps 1970.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.334154409177282
Path 107 | total_timesteps 1997.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.334060520760028
Path 108 | total_timesteps 2014.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.334248117655337
Path 109 | total_timesteps 2032.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.33429496200394
Path 110 | total_timesteps 2046.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.334341799760782
Path 111 | total_timesteps 2060.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.334107218235543
Path 112 | total_timesteps 2075.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.334294759057334
Path 113 | total_timesteps 2094.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.334130557118739
Path 114 | total_timesteps 2104.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.334177393261589
Path 115 | total_timesteps 2118.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.334997889998593
Path 116 | total_timesteps 2147.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.335747942893311
Path 117 | total_timesteps 2175.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.336075949367089
Path 118 | total_timesteps 2195.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.336403909710992
Path 119 | total_timesteps 2218.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.336731823934748
Path 120 | total_timesteps 2238.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.336848766083104
Path 121 | total_timesteps 2256.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.337035995500562
Path 122 | total_timesteps 2271.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.337152899824254
Path 123 | total_timesteps 2288.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.33769155068185
Path 124 | total_timesteps 2313.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.337808392493146
Path 125 | total_timesteps 2330.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.337573798144504
Path 126 | total_timesteps 2339.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.33776091081594
Path 127 | total_timesteps 2356.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.337877723120169
Path 128 | total_timesteps 2373.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.337853980746258
Path 129 | total_timesteps 2386.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.33747892074199
Path 130 | total_timesteps 2394.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.337525468980537
Path 131 | total_timesteps 2407.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.337572010678656
Path 132 | total_timesteps 2421.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.337899543378995
Path 133 | total_timesteps 2440.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.339069963472886
Path 134 | total_timesteps 2481.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.339608063496524
Path 135 | total_timesteps 2508.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.340216322517207
Path 136 | total_timesteps 2537.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.340403118196502
Path 137 | total_timesteps 2555.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.340870786516854
Path 138 | total_timesteps 2576.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.34084685064251
Path 139 | total_timesteps 2589.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.341735711276506
Path 140 | total_timesteps 2619.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.341781927964615
Path 141 | total_timesteps 2635.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.341617523167649
Path 142 | total_timesteps 2645.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.341663741663742
Path 143 | total_timesteps 2664.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.341850343956198
Path 144 | total_timesteps 2682.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.34210711026883
Path 145 | total_timesteps 2704.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.34250421111735
Path 146 | total_timesteps 2723.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.34262053477437
Path 147 | total_timesteps 2740.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.342877192982456
Path 148 | total_timesteps 2760.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.342432110027367
Path 149 | total_timesteps 2771.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.342688745439236
Path 150 | total_timesteps 2792.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.342524380832106
Path 151 | total_timesteps 2803.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.342289883541461
Path 152 | total_timesteps 2815.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.34254647492108
Path 153 | total_timesteps 2832.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.342241863075197
Path 154 | total_timesteps 2838.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.342287998877744
Path 155 | total_timesteps 2850.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.34240426427269
Path 156 | total_timesteps 2864.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.342310119924258
Path 157 | total_timesteps 2875.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.34242636746143
Path 158 | total_timesteps 2887.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.34261272000561
Path 159 | total_timesteps 2901.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.343149628383117
Path 160 | total_timesteps 2932.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.343055458178505
Path 161 | total_timesteps 2947.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.343171620863712
Path 162 | total_timesteps 2961.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.34335786890992
Path 163 | total_timesteps 2978.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.343263703911397
Path 164 | total_timesteps 2993.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.3439405621364
Path 165 | total_timesteps 3024.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.343706195682646
Path 166 | total_timesteps 3035.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.343962436050179
Path 167 | total_timesteps 3051.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.343798177995795
Path 168 | total_timesteps 3064.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.344194520355966
Path 169 | total_timesteps 3083.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.344170403587444
Path 170 | total_timesteps 3103.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.344916976108737
Path 171 | total_timesteps 3128.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.3446125823175
Path 172 | total_timesteps 3137.
number of affinization with epsilon = 3 is 28
average number of affinization = 9.345919439579685
Path 173 | total_timesteps 3175.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.346175399271505
Path 174 | total_timesteps 3193.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.346501365833157
Path 175 | total_timesteps 3213.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.346617173273568
Path 176 | total_timesteps 3228.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.346382799915961
Path 177 | total_timesteps 3240.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.346778711484594
Path 178 | total_timesteps 3263.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.347314613822562
Path 179 | total_timesteps 3284.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.34806049572889
Path 180 | total_timesteps 3309.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.348596233284324
Path 181 | total_timesteps 3334.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.34906188742649
Path 182 | total_timesteps 3354.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.349597479873994
Path 183 | total_timesteps 3377.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.349153016939661
Path 184 | total_timesteps 3385.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.349338559529642
Path 185 | total_timesteps 3403.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.350573908174692
Path 186 | total_timesteps 3441.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.351179228777381
Path 187 | total_timesteps 3462.
number of affinization with epsilon = 3 is 38
average number of affinization = 9.353184044786564
Path 188 | total_timesteps 3511.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.353439227485831
Path 189 | total_timesteps 3530.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.353624405261685
Path 190 | total_timesteps 3547.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.354089414398656
Path 191 | total_timesteps 3571.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.35462431789562
Path 192 | total_timesteps 3599.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.354669464847849
Path 193 | total_timesteps 3616.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.354924454392837
Path 194 | total_timesteps 3637.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.355319297754773
Path 195 | total_timesteps 3664.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.355714085886138
Path 196 | total_timesteps 3683.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.355899013917057
Path 197 | total_timesteps 3700.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.355804195804195
Path 198 | total_timesteps 3712.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.35577931613174
Path 199 | total_timesteps 3724.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.355894280520207
Path 200 | total_timesteps 3739.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.35572956722366
Path 201 | total_timesteps 3750.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.355494966442953
Path 202 | total_timesteps 3761.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.355679832226494
Path 203 | total_timesteps 3780.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.355445267719837
Path 204 | total_timesteps 3789.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.35563011113441
Path 205 | total_timesteps 3804.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.355535364830864
Path 206 | total_timesteps 3813.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.355510517855896
Path 207 | total_timesteps 3828.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.355555555555556
Path 208 | total_timesteps 3842.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.355390958004332
Path 209 | total_timesteps 3854.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.355156512017887
Path 210 | total_timesteps 3862.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.355061831901068
Path 211 | total_timesteps 3875.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.355595920078246
Path 212 | total_timesteps 3896.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.355431365700314
Path 213 | total_timesteps 3908.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.355685945794916
Path 214 | total_timesteps 3926.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.355730949221206
Path 215 | total_timesteps 3943.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.355566419891046
Path 216 | total_timesteps 3958.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.356379635449404
Path 217 | total_timesteps 3986.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.356215083798883
Path 218 | total_timesteps 4002.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.355980727602821
Path 219 | total_timesteps 4016.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.356374807987711
Path 220 | total_timesteps 4040.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.356768833344969
Path 221 | total_timesteps 4060.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.357511868193242
Path 222 | total_timesteps 4085.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.357556719022687
Path 223 | total_timesteps 4103.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.357531760435572
Path 224 | total_timesteps 4116.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.357716200181475
Path 225 | total_timesteps 4132.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.357900614182022
Path 226 | total_timesteps 4151.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.3590620420127
Path 227 | total_timesteps 4181.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.35903698534543
Path 228 | total_timesteps 4192.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.359360826181007
Path 229 | total_timesteps 4213.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.359614847892827
Path 230 | total_timesteps 4236.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.35993860322333
Path 231 | total_timesteps 4254.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.359564671410633
Path 232 | total_timesteps 4262.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.35946982908964
Path 233 | total_timesteps 4271.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.360002790178571
Path 234 | total_timesteps 4296.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.360605426518797
Path 235 | total_timesteps 4319.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.360440786720602
Path 236 | total_timesteps 4329.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.360276169886324
Path 237 | total_timesteps 4338.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.360251046025105
Path 238 | total_timesteps 4355.
number of affinization with epsilon = 3 is 31
average number of affinization = 9.361759988843177
Path 239 | total_timesteps 4394.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.361595314461024
Path 240 | total_timesteps 4407.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.362337028515652
Path 241 | total_timesteps 4433.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.363148354712772
Path 242 | total_timesteps 4463.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.363123039386545
Path 243 | total_timesteps 4476.
number of affinization with epsilon = 3 is 30
average number of affinization = 9.364561550257912
Path 244 | total_timesteps 4518.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.364884644873493
Path 245 | total_timesteps 4533.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.365347086701979
Path 246 | total_timesteps 4557.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.366018537877205
Path 247 | total_timesteps 4584.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.366271777003485
Path 248 | total_timesteps 4602.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.367291477945788
Path 249 | total_timesteps 4632.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.367126532887402
Path 250 | total_timesteps 4642.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.368076360342785
Path 251 | total_timesteps 4680.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.367841716594677
Path 252 | total_timesteps 4699.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.368303726924417
Path 253 | total_timesteps 4721.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.368487043744775
Path 254 | total_timesteps 4739.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.368391725290799
Path 255 | total_timesteps 4756.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.368226772530994
Path 256 | total_timesteps 4766.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.368549341876175
Path 257 | total_timesteps 4788.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.368802228412257
Path 258 | total_timesteps 4808.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.369055079729824
Path 259 | total_timesteps 4827.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.369238267650745
Path 260 | total_timesteps 4848.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.369421430063356
Path 261 | total_timesteps 4864.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.370161514898356
Path 262 | total_timesteps 4889.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.370135746606335
Path 263 | total_timesteps 4907.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.370458025894473
Path 264 | total_timesteps 4930.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.37036263659776
Path 265 | total_timesteps 4941.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.370476057906458
Path 266 | total_timesteps 4959.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.370728651959078
Path 267 | total_timesteps 4976.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.371120389700765
Path 268 | total_timesteps 4998.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.371164150024354
Path 269 | total_timesteps 5014.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.37106874478152
Path 270 | total_timesteps 5025.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.371251652403812
Path 271 | total_timesteps 5042.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.37115625434813
Path 272 | total_timesteps 5058.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.370921739130434
Path 273 | total_timesteps 5070.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.371243739565942
Path 274 | total_timesteps 5089.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.371565695207623
Path 275 | total_timesteps 5118.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.371678953957435
Path 276 | total_timesteps 5133.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.372070380415884
Path 277 | total_timesteps 5153.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.371766342141864
Path 278 | total_timesteps 5163.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.372227244280648
Path 279 | total_timesteps 5186.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.372201362814629
Path 280 | total_timesteps 5199.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.372245011471877
Path 281 | total_timesteps 5214.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.372149610678532
Path 282 | total_timesteps 5226.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.372332290580466
Path 283 | total_timesteps 5246.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.373557625469207
Path 284 | total_timesteps 5281.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.373253631750886
Path 285 | total_timesteps 5288.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.373714206283013
Path 286 | total_timesteps 5314.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.374383209396067
Path 287 | total_timesteps 5341.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.374357192494788
Path 288 | total_timesteps 5356.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.374400667083593
Path 289 | total_timesteps 5374.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.374513618677042
Path 290 | total_timesteps 5391.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.37462655457514
Path 291 | total_timesteps 5407.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.374392107822704
Path 292 | total_timesteps 5416.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.37387981938173
Path 293 | total_timesteps 5426.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.373853848291192
Path 294 | total_timesteps 5442.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.373966798638605
Path 295 | total_timesteps 5457.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.37442700375052
Path 296 | total_timesteps 5478.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.375026043475241
Path 297 | total_timesteps 5499.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.374722222222223
Path 298 | total_timesteps 5508.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.374696201652663
Path 299 | total_timesteps 5522.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.374809054298014
Path 300 | total_timesteps 5536.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.374852461292786
Path 301 | total_timesteps 5551.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.375520688697584
Path 302 | total_timesteps 5577.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.375355779243318
Path 303 | total_timesteps 5589.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.375468554768846
Path 304 | total_timesteps 5606.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.375303671826195
Path 305 | total_timesteps 5618.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.375208217656857
Path 306 | total_timesteps 5634.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.375112776736762
Path 307 | total_timesteps 5648.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.37529493407356
Path 308 | total_timesteps 5667.
number of affinization with epsilon = 3 is 2
average number of affinization = 9.374783151759074
Path 309 | total_timesteps 5676.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.374618373577574
Path 310 | total_timesteps 5685.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.374384236453203
Path 311 | total_timesteps 5693.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.374358262800056
Path 312 | total_timesteps 5710.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.374817898022894
Path 313 | total_timesteps 5731.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.374653163152054
Path 314 | total_timesteps 5741.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.37462717625026
Path 315 | total_timesteps 5754.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.374670550700513
Path 316 | total_timesteps 5767.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.375130036757056
Path 317 | total_timesteps 5786.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.375242718446602
Path 318 | total_timesteps 5800.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.375494071146244
Path 319 | total_timesteps 5819.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.375676050478436
Path 320 | total_timesteps 5839.
number of affinization with epsilon = 3 is 30
average number of affinization = 9.37710601123206
Path 321 | total_timesteps 5875.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.378189129229062
Path 322 | total_timesteps 5911.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.378509532062392
Path 323 | total_timesteps 5933.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.37869125190628
Path 324 | total_timesteps 5955.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.379150204477716
Path 325 | total_timesteps 5976.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.37947047407818
Path 326 | total_timesteps 5993.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.379860004158292
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.06    |
| Iteration     | 31       |
| MaximumReturn | 19.4     |
| MinimumReturn | -20.4    |
| TotalSamples  | 132176   |
----------------------------
itr #32 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.010550464503467083
Validation loss = 0.010188263840973377
Validation loss = 0.010525104589760303
Validation loss = 0.010405550710856915
Validation loss = 0.010199043899774551
Validation loss = 0.010263556614518166
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.010553834959864616
Validation loss = 0.010164857842028141
Validation loss = 0.010380949825048447
Validation loss = 0.010199935175478458
Validation loss = 0.010586216114461422
Validation loss = 0.010309859178960323
Done fitting dynamics.
Updating randomness.
Done updating randomness.
Training policy using TRPO.
Re-initialize init_std.
Obtaining samples for iteration 0...
Obtaining samples for iteration 1...
Obtaining samples for iteration 2...
Obtaining samples for iteration 3...
Obtaining samples for iteration 4...
Obtaining samples for iteration 5...
Obtaining samples for iteration 6...
Obtaining samples for iteration 7...
Obtaining samples for iteration 8...
Obtaining samples for iteration 9...
Obtaining samples for iteration 10...
Obtaining samples for iteration 11...
Obtaining samples for iteration 12...
Obtaining samples for iteration 13...
Obtaining samples for iteration 14...
Obtaining samples for iteration 15...
Obtaining samples for iteration 16...
Obtaining samples for iteration 17...
Obtaining samples for iteration 18...
Obtaining samples for iteration 19...
Done training policy.
Generating on-policy rollouts.
Path 0 | total_timesteps 0.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.38011088011088
Path 1 | total_timesteps 21.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.381193264500034
Path 2 | total_timesteps 53.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.381721175166296
Path 3 | total_timesteps 75.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.38134829903693
Path 4 | total_timesteps 84.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.381529721490924
Path 5 | total_timesteps 102.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.381434014547974
Path 6 | total_timesteps 112.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.381407592130785
Path 7 | total_timesteps 125.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.381311906905866
Path 8 | total_timesteps 141.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.381631804959136
Path 9 | total_timesteps 163.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.382228686197106
Path 10 | total_timesteps 184.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.382271468144044
Path 11 | total_timesteps 197.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.382244996883871
Path 12 | total_timesteps 210.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.382357014263953
Path 13 | total_timesteps 226.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.383161393062384
Path 14 | total_timesteps 252.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.383481030185544
Path 15 | total_timesteps 274.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.383731394946349
Path 16 | total_timesteps 293.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.383912501730583
Path 17 | total_timesteps 312.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.38450889458019
Path 18 | total_timesteps 336.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.384205426356589
Path 19 | total_timesteps 346.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.384248044847395
Path 20 | total_timesteps 362.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.38387543252595
Path 21 | total_timesteps 372.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.383433672410213
Path 22 | total_timesteps 382.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.383199557154718
Path 23 | total_timesteps 393.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.382965474295993
Path 24 | total_timesteps 402.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.383008163830082
Path 25 | total_timesteps 414.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.382635766170875
Path 26 | total_timesteps 424.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.382816823464305
Path 27 | total_timesteps 441.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.383551220861866
Path 28 | total_timesteps 467.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.383593858071656
Path 29 | total_timesteps 479.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.38467390552597
Path 30 | total_timesteps 513.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.384647302904565
Path 31 | total_timesteps 526.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.384828158495264
Path 32 | total_timesteps 542.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.385285575992256
Path 33 | total_timesteps 565.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.385051510751573
Path 34 | total_timesteps 576.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.38537057522124
Path 35 | total_timesteps 597.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.385343933632907
Path 36 | total_timesteps 611.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.385109912899212
Path 37 | total_timesteps 620.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.385152415842953
Path 38 | total_timesteps 636.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.385264030964889
Path 39 | total_timesteps 655.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.385030064275348
Path 40 | total_timesteps 667.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.38541810642709
Path 41 | total_timesteps 690.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.385253265150991
Path 42 | total_timesteps 698.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.385088446655612
Path 43 | total_timesteps 709.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.385752781040559
Path 44 | total_timesteps 738.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.385657040210031
Path 45 | total_timesteps 747.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.385630397236614
Path 46 | total_timesteps 759.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.38553467808787
Path 47 | total_timesteps 774.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.38592249775506
Path 48 | total_timesteps 792.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.386379334162177
Path 49 | total_timesteps 813.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.386767041922784
Path 50 | total_timesteps 835.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.38646408839779
Path 51 | total_timesteps 842.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.386713624749673
Path 52 | total_timesteps 860.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.387722690236155
Path 53 | total_timesteps 892.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.387764965821999
Path 54 | total_timesteps 911.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.38822148577741
Path 55 | total_timesteps 932.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.388125647221264
Path 56 | total_timesteps 943.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.388858207924892
Path 57 | total_timesteps 973.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.388900393456202
Path 58 | total_timesteps 987.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.388804527885146
Path 59 | total_timesteps 1005.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.388777693422597
Path 60 | total_timesteps 1020.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.388819875776397
Path 61 | total_timesteps 1038.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.389759160858464
Path 62 | total_timesteps 1070.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.390146287606955
Path 63 | total_timesteps 1089.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.390257365624784
Path 64 | total_timesteps 1106.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.390575410514696
Path 65 | total_timesteps 1122.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.390962400827872
Path 66 | total_timesteps 1145.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.390797461368653
Path 67 | total_timesteps 1158.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.390701524453336
Path 68 | total_timesteps 1171.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.39053662574148
Path 69 | total_timesteps 1182.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.39085454169253
Path 70 | total_timesteps 1200.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.39103448275862
Path 71 | total_timesteps 1217.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.391283359768291
Path 72 | total_timesteps 1237.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.390911598400221
Path 73 | total_timesteps 1245.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.390746742053368
Path 74 | total_timesteps 1257.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.391478212906785
Path 75 | total_timesteps 1281.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.391589107204412
Path 76 | total_timesteps 1302.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.39197573417896
Path 77 | total_timesteps 1325.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.392638036809815
Path 78 | total_timesteps 1350.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.392266335814723
Path 79 | total_timesteps 1359.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.391894686056931
Path 80 | total_timesteps 1369.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.391936595451412
Path 81 | total_timesteps 1385.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.392116325546137
Path 82 | total_timesteps 1403.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.392089305402425
Path 83 | total_timesteps 1413.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.392406807689657
Path 84 | total_timesteps 1431.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.392035276284966
Path 85 | total_timesteps 1437.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.39207716155701
Path 86 | total_timesteps 1454.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.392325709561863
Path 87 | total_timesteps 1472.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.39202314527795
Path 88 | total_timesteps 1483.
number of affinization with epsilon = 3 is 28
average number of affinization = 9.393304862928778
Path 89 | total_timesteps 1515.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.39355327501894
Path 90 | total_timesteps 1534.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.39366391184573
Path 91 | total_timesteps 1547.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.394187728117899
Path 92 | total_timesteps 1570.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.394642611210577
Path 93 | total_timesteps 1592.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.394822006472491
Path 94 | total_timesteps 1608.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.39458826769485
Path 95 | total_timesteps 1620.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.394698795180723
Path 96 | total_timesteps 1635.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.395360044058929
Path 97 | total_timesteps 1659.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.395263991188822
Path 98 | total_timesteps 1668.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.395649779735683
Path 99 | total_timesteps 1687.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.395829031591989
Path 100 | total_timesteps 1705.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.3956641431521
Path 101 | total_timesteps 1715.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.395568095795197
Path 102 | total_timesteps 1727.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.39664189375172
Path 103 | total_timesteps 1761.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.397165072593408
Path 104 | total_timesteps 1784.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.397344158524838
Path 105 | total_timesteps 1802.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.397660818713451
Path 106 | total_timesteps 1821.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.397495872317005
Path 107 | total_timesteps 1834.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.397193368645524
Path 108 | total_timesteps 1842.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.397234832851836
Path 109 | total_timesteps 1856.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.397345071875645
Path 110 | total_timesteps 1868.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.397386519944979
Path 111 | total_timesteps 1882.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.397221649130046
Path 112 | total_timesteps 1893.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.397400632650255
Path 113 | total_timesteps 1914.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.397373306745513
Path 114 | total_timesteps 1929.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.397827282728272
Path 115 | total_timesteps 1949.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.397731179099347
Path 116 | total_timesteps 1961.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.39784133095009
Path 117 | total_timesteps 1977.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.39850140922527
Path 118 | total_timesteps 2001.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.398267803134452
Path 119 | total_timesteps 2011.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.398721561619356
Path 120 | total_timesteps 2033.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.398625429553265
Path 121 | total_timesteps 2050.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.399285272489863
Path 122 | total_timesteps 2082.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.399670148433206
Path 123 | total_timesteps 2105.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.400398543255687
Path 124 | total_timesteps 2132.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.400714580184141
Path 125 | total_timesteps 2155.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.400824458948815
Path 126 | total_timesteps 2171.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.400796922231383
Path 127 | total_timesteps 2183.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.400631998351308
Path 128 | total_timesteps 2196.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.400741860145624
Path 129 | total_timesteps 2212.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.401195137028642
Path 130 | total_timesteps 2237.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.401442307692308
Path 131 | total_timesteps 2254.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.402376210425109
Path 132 | total_timesteps 2292.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.402691937920615
Path 133 | total_timesteps 2314.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.402664286204766
Path 134 | total_timesteps 2331.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.40332326283988
Path 135 | total_timesteps 2357.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.403364229316855
Path 136 | total_timesteps 2372.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.403885761362076
Path 137 | total_timesteps 2394.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.40413262854397
Path 138 | total_timesteps 2411.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.404173531026908
Path 139 | total_timesteps 2424.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.404214427894845
Path 140 | total_timesteps 2438.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.404049416609471
Path 141 | total_timesteps 2452.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.404158945851348
Path 142 | total_timesteps 2469.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.403925336261324
Path 143 | total_timesteps 2482.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.40376037878268
Path 144 | total_timesteps 2492.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.403732674626047
Path 145 | total_timesteps 2505.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.404116638078902
Path 146 | total_timesteps 2527.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.404569154774972
Path 147 | total_timesteps 2547.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.40433559717363
Path 148 | total_timesteps 2556.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.404102071614762
Path 149 | total_timesteps 2568.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.404417312572878
Path 150 | total_timesteps 2586.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.40480109739369
Path 151 | total_timesteps 2604.
number of affinization with epsilon = 3 is 30
average number of affinization = 9.406213565599067
Path 152 | total_timesteps 2643.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.406460019201756
Path 153 | total_timesteps 2662.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.406295001028594
Path 154 | total_timesteps 2672.
number of affinization with epsilon = 3 is 30
average number of affinization = 9.407707076247943
Path 155 | total_timesteps 2716.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.407679122386012
Path 156 | total_timesteps 2728.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.407788290141232
Path 157 | total_timesteps 2743.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.407897442928634
Path 158 | total_timesteps 2762.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.40814367973677
Path 159 | total_timesteps 2783.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.40880115155254
Path 160 | total_timesteps 2810.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.409527073337904
Path 161 | total_timesteps 2841.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.409704612432321
Path 162 | total_timesteps 2864.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.40953947368421
Path 163 | total_timesteps 2877.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.409579935585555
Path 164 | total_timesteps 2890.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.40948334932164
Path 165 | total_timesteps 2903.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.409660842754368
Path 166 | total_timesteps 2917.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.409906823787338
Path 167 | total_timesteps 2934.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.410152771117353
Path 168 | total_timesteps 2954.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.410056172078367
Path 169 | total_timesteps 2967.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.410096581957669
Path 170 | total_timesteps 2983.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.40986301369863
Path 171 | total_timesteps 2991.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.41004040819122
Path 172 | total_timesteps 3006.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.410765648541295
Path 173 | total_timesteps 3032.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.410463603369172
Path 174 | total_timesteps 3042.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.41064092029581
Path 175 | total_timesteps 3058.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.410749743238616
Path 176 | total_timesteps 3078.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.411337806380939
Path 177 | total_timesteps 3102.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.41158348736907
Path 178 | total_timesteps 3119.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.411623767798467
Path 179 | total_timesteps 3139.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.411527140803614
Path 180 | total_timesteps 3148.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.411156741957564
Path 181 | total_timesteps 3156.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.411333926493738
Path 182 | total_timesteps 3172.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.411374212975636
Path 183 | total_timesteps 3186.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.411414493943749
Path 184 | total_timesteps 3199.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.411317914328725
Path 185 | total_timesteps 3210.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.411289770783442
Path 186 | total_timesteps 3227.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.410987958401751
Path 187 | total_timesteps 3236.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.411096668262982
Path 188 | total_timesteps 3251.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.4120946777945
Path 189 | total_timesteps 3286.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.412476913605582
Path 190 | total_timesteps 3306.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.412448700410396
Path 191 | total_timesteps 3323.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.413309623144793
Path 192 | total_timesteps 3354.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.413896867733552
Path 193 | total_timesteps 3377.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.413663406961636
Path 194 | total_timesteps 3387.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.413771881838075
Path 195 | total_timesteps 3406.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.414632478632479
Path 196 | total_timesteps 3435.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.41467250102557
Path 197 | total_timesteps 3450.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.41450741778902
Path 198 | total_timesteps 3464.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.414820891441073
Path 199 | total_timesteps 3481.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.414519105885569
Path 200 | total_timesteps 3493.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.415037593984962
Path 201 | total_timesteps 3517.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.415624359237237
Path 202 | total_timesteps 3543.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.41614270092947
Path 203 | total_timesteps 3567.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.41631927834347
Path 204 | total_timesteps 3586.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.416222495558289
Path 205 | total_timesteps 3599.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.4166040314315
Path 206 | total_timesteps 3623.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.416370593058213
Path 207 | total_timesteps 3636.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.416342146614744
Path 208 | total_timesteps 3649.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.416586965432437
Path 209 | total_timesteps 3665.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.416695129448733
Path 210 | total_timesteps 3684.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.416734972677595
Path 211 | total_timesteps 3701.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.417048015845912
Path 212 | total_timesteps 3719.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.417019532850704
Path 213 | total_timesteps 3732.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.41705934576248
Path 214 | total_timesteps 3748.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.417440590002732
Path 215 | total_timesteps 3767.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.417548651416865
Path 216 | total_timesteps 3787.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.417861532158952
Path 217 | total_timesteps 3810.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.417969550078514
Path 218 | total_timesteps 3826.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.418145821955216
Path 219 | total_timesteps 3843.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.418458597856509
Path 220 | total_timesteps 3862.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.418361774744028
Path 221 | total_timesteps 3874.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.418742747935294
Path 222 | total_timesteps 3895.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.41953316953317
Path 223 | total_timesteps 3921.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.41998225619327
Path 224 | total_timesteps 3945.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.42036304080797
Path 225 | total_timesteps 3965.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.420266120777892
Path 226 | total_timesteps 3978.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.420442139737991
Path 227 | total_timesteps 3995.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.421027495394691
Path 228 | total_timesteps 4023.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.421203438395416
Path 229 | total_timesteps 4041.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.421379357391364
Path 230 | total_timesteps 4057.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.421623465211459
Path 231 | total_timesteps 4074.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.422003956073938
Path 232 | total_timesteps 4095.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.421906970399673
Path 233 | total_timesteps 4109.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.422423787765123
Path 234 | total_timesteps 4133.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.422463175122749
Path 235 | total_timesteps 4148.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.422570746675758
Path 236 | total_timesteps 4163.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.423223782899223
Path 237 | total_timesteps 4192.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.423194927388014
Path 238 | total_timesteps 4203.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.422961548950095
Path 239 | total_timesteps 4211.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.422796373304248
Path 240 | total_timesteps 4223.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.422631220177232
Path 241 | total_timesteps 4237.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.422738736282462
Path 242 | total_timesteps 4250.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.422505452562705
Path 243 | total_timesteps 4264.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.42322633408301
Path 244 | total_timesteps 4291.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.423674526373176
Path 245 | total_timesteps 4311.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.423850085178875
Path 246 | total_timesteps 4326.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.42375306623058
Path 247 | total_timesteps 4339.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.423519792873202
Path 248 | total_timesteps 4349.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.423559067992915
Path 249 | total_timesteps 4367.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.423393964166497
Path 250 | total_timesteps 4383.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.423841961852862
Path 251 | total_timesteps 4402.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.423744976500238
Path 252 | total_timesteps 4414.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.423988557417246
Path 253 | total_timesteps 4432.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.424163999182728
Path 254 | total_timesteps 4447.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.42461182239172
Path 255 | total_timesteps 4467.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.424378617637045
Path 256 | total_timesteps 4479.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.424485904943484
Path 257 | total_timesteps 4497.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.425001702185606
Path 258 | total_timesteps 4517.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.425313180827887
Path 259 | total_timesteps 4536.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.425624617060386
Path 260 | total_timesteps 4556.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.42566371681416
Path 261 | total_timesteps 4569.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.426043155673542
Path 262 | total_timesteps 4598.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.425946093111898
Path 263 | total_timesteps 4608.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.426121282243246
Path 264 | total_timesteps 4627.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.426500612494896
Path 265 | total_timesteps 4649.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.426879891119428
Path 266 | total_timesteps 4671.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.426850843767012
Path 267 | total_timesteps 4684.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.426685718173777
Path 268 | total_timesteps 4694.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.42645257858212
Path 269 | total_timesteps 4703.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.426559629906796
Path 270 | total_timesteps 4720.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.427278911564626
Path 271 | total_timesteps 4747.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.427862050200666
Path 272 | total_timesteps 4773.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.428037001768466
Path 273 | total_timesteps 4791.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.427871862885125
Path 274 | total_timesteps 4804.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.428318824809576
Path 275 | total_timesteps 4826.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.428425705542333
Path 276 | total_timesteps 4841.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.42873657010744
Path 277 | total_timesteps 4862.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.42911538723057
Path 278 | total_timesteps 4887.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.428882240957302
Path 279 | total_timesteps 4898.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.428921068733429
Path 280 | total_timesteps 4912.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.428823929299796
Path 281 | total_timesteps 4927.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.429270613826388
Path 282 | total_timesteps 4956.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.429173463839042
Path 283 | total_timesteps 4968.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.429008359953782
Path 284 | total_timesteps 4977.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.429454940872638
Path 285 | total_timesteps 4997.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.430377166156983
Path 286 | total_timesteps 5026.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.430823593367762
Path 287 | total_timesteps 5046.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.431066114017803
Path 288 | total_timesteps 5065.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.431172713683925
Path 289 | total_timesteps 5083.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.431347238263468
Path 290 | total_timesteps 5098.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.431114130434782
Path 291 | total_timesteps 5109.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.430881054276204
Path 292 | total_timesteps 5122.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.431123488656432
Path 293 | total_timesteps 5139.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.43116212728384
Path 294 | total_timesteps 5153.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.431064928008693
Path 295 | total_timesteps 5164.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.43144312393888
Path 296 | total_timesteps 5182.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.431345918783105
Path 297 | total_timesteps 5198.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.431859849256467
Path 298 | total_timesteps 5220.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.431898424769146
Path 299 | total_timesteps 5234.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.431936995043792
Path 300 | total_timesteps 5247.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.43306177868296
Path 301 | total_timesteps 5277.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.433371800963954
Path 302 | total_timesteps 5298.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.433342383926147
Path 303 | total_timesteps 5311.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.43338084572049
Path 304 | total_timesteps 5322.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.43348717252613
Path 305 | total_timesteps 5336.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.433864947404139
Path 306 | total_timesteps 5358.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.434174809989143
Path 307 | total_timesteps 5382.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.434348917690167
Path 308 | total_timesteps 5402.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.43418374270593
Path 309 | total_timesteps 5413.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.434086437343103
Path 310 | total_timesteps 5430.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.4342605156038
Path 311 | total_timesteps 5452.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.433891866223458
Path 312 | total_timesteps 5459.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.434812101478768
Path 313 | total_timesteps 5493.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.434986095095978
Path 314 | total_timesteps 5514.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.43529571351058
Path 315 | total_timesteps 5532.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.436012207527975
Path 316 | total_timesteps 5559.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.43584700935847
Path 317 | total_timesteps 5568.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.435749643995388
Path 318 | total_timesteps 5584.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.435381068619474
Path 319 | total_timesteps 5592.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.435826157705607
Path 320 | total_timesteps 5611.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.435525423728814
Path 321 | total_timesteps 5620.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.435495898583147
Path 322 | total_timesteps 5635.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.436415401301518
Path 323 | total_timesteps 5668.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.436656951128583
Path 324 | total_timesteps 5683.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.436830689982378
Path 325 | total_timesteps 5704.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.436801084378176
Path 326 | total_timesteps 5714.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.437110328002168
Path 327 | total_timesteps 5740.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.437148471911636
Path 328 | total_timesteps 5758.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.437593169806206
Path 329 | total_timesteps 5779.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.437834541635612
Path 330 | total_timesteps 5793.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.438346883468835
Path 331 | total_timesteps 5817.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.438452679357766
Path 332 | total_timesteps 5832.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.438626202411598
Path 333 | total_timesteps 5845.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.439138386506807
Path 334 | total_timesteps 5870.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.439244107287998
Path 335 | total_timesteps 5886.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.439417541483238
Path 336 | total_timesteps 5904.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.439523229039686
Path 337 | total_timesteps 5921.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.439899776528746
Path 338 | total_timesteps 5943.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.440208559046587
Path 339 | total_timesteps 5962.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.439975624619136
Path 340 | total_timesteps 5971.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.44008124576845
Path 341 | total_timesteps 5983.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.440119152393203
Path 342 | total_timesteps 5999.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.440089358245329
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.86    |
| Iteration     | 32       |
| MaximumReturn | 8.14     |
| MinimumReturn | -21      |
| TotalSamples  | 136184   |
----------------------------
