Logging to experiments/gym_fwalker2d/nov7/Wo01w350e3_seed2531
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 16.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 2 | total_timesteps 30.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 3 | total_timesteps 42.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 4 | total_timesteps 58.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 5 | total_timesteps 77.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 6 | total_timesteps 91.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 7 | total_timesteps 109.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 8 | total_timesteps 122.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 9 | total_timesteps 144.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 10 | total_timesteps 157.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 11 | total_timesteps 187.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 12 | total_timesteps 200.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 13 | total_timesteps 214.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 14 | total_timesteps 263.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 15 | total_timesteps 276.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 16 | total_timesteps 303.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 17 | total_timesteps 318.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 18 | total_timesteps 348.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 19 | total_timesteps 364.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 20 | total_timesteps 385.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 21 | total_timesteps 408.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 22 | total_timesteps 420.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 23 | total_timesteps 445.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 24 | total_timesteps 472.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 25 | total_timesteps 496.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 26 | total_timesteps 507.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 27 | total_timesteps 519.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 28 | total_timesteps 553.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 29 | total_timesteps 573.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 30 | total_timesteps 593.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 31 | total_timesteps 614.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 32 | total_timesteps 637.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 33 | total_timesteps 667.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 34 | total_timesteps 682.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 35 | total_timesteps 703.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 36 | total_timesteps 715.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 37 | total_timesteps 730.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 38 | total_timesteps 753.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 39 | total_timesteps 769.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 40 | total_timesteps 782.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 41 | total_timesteps 800.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 42 | total_timesteps 819.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 43 | total_timesteps 834.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 44 | total_timesteps 856.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 45 | total_timesteps 880.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 46 | total_timesteps 901.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 47 | total_timesteps 912.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 48 | total_timesteps 925.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 49 | total_timesteps 940.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 50 | total_timesteps 952.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 51 | total_timesteps 962.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 52 | total_timesteps 984.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 53 | total_timesteps 999.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 54 | total_timesteps 1024.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 55 | total_timesteps 1062.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 56 | total_timesteps 1082.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 57 | total_timesteps 1106.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 58 | total_timesteps 1135.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 59 | total_timesteps 1147.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 60 | total_timesteps 1164.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 61 | total_timesteps 1198.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 62 | total_timesteps 1215.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 63 | total_timesteps 1236.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 64 | total_timesteps 1257.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 65 | total_timesteps 1271.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 66 | total_timesteps 1300.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 67 | total_timesteps 1323.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 68 | total_timesteps 1347.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 69 | total_timesteps 1367.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 70 | total_timesteps 1380.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 71 | total_timesteps 1399.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 72 | total_timesteps 1416.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 73 | total_timesteps 1430.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 74 | total_timesteps 1447.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 75 | total_timesteps 1464.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 76 | total_timesteps 1481.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 77 | total_timesteps 1501.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 78 | total_timesteps 1525.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 79 | total_timesteps 1535.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 80 | total_timesteps 1555.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 81 | total_timesteps 1582.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 82 | total_timesteps 1601.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 83 | total_timesteps 1619.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 84 | total_timesteps 1636.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 85 | total_timesteps 1661.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 86 | total_timesteps 1681.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 87 | total_timesteps 1702.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 88 | total_timesteps 1716.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 89 | total_timesteps 1750.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 90 | total_timesteps 1761.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 91 | total_timesteps 1796.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 92 | total_timesteps 1810.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 93 | total_timesteps 1834.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 94 | total_timesteps 1847.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 95 | total_timesteps 1880.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 96 | total_timesteps 1901.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 97 | total_timesteps 1929.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 98 | total_timesteps 1940.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 99 | total_timesteps 1952.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 100 | total_timesteps 1975.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 101 | total_timesteps 2003.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 102 | total_timesteps 2019.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 103 | total_timesteps 2049.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 104 | total_timesteps 2064.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 105 | total_timesteps 2083.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 106 | total_timesteps 2100.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 107 | total_timesteps 2115.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 108 | total_timesteps 2139.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 109 | total_timesteps 2165.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 110 | total_timesteps 2180.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 111 | total_timesteps 2191.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 112 | total_timesteps 2203.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 113 | total_timesteps 2217.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 114 | total_timesteps 2237.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 115 | total_timesteps 2254.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 116 | total_timesteps 2269.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 117 | total_timesteps 2284.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 118 | total_timesteps 2315.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 119 | total_timesteps 2327.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 120 | total_timesteps 2359.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 121 | total_timesteps 2373.
number of affinization with epsilon = 3 is 0
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Path 122 | total_timesteps 2393.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 123 | total_timesteps 2423.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 124 | total_timesteps 2438.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 125 | total_timesteps 2459.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 126 | total_timesteps 2484.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 127 | total_timesteps 2496.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 128 | total_timesteps 2509.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 129 | total_timesteps 2551.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 130 | total_timesteps 2575.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 131 | total_timesteps 2596.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 132 | total_timesteps 2617.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 133 | total_timesteps 2633.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 134 | total_timesteps 2650.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 135 | total_timesteps 2667.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 136 | total_timesteps 2681.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 137 | total_timesteps 2701.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 138 | total_timesteps 2714.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 139 | total_timesteps 2735.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 140 | total_timesteps 2751.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 141 | total_timesteps 2767.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 142 | total_timesteps 2791.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 143 | total_timesteps 2825.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 144 | total_timesteps 2851.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 145 | total_timesteps 2883.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 146 | total_timesteps 2895.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 147 | total_timesteps 2910.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 148 | total_timesteps 2933.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 149 | total_timesteps 2952.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 150 | total_timesteps 2965.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 151 | total_timesteps 2982.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 152 | total_timesteps 2992.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 153 | total_timesteps 3008.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 154 | total_timesteps 3028.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 155 | total_timesteps 3042.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 156 | total_timesteps 3053.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 157 | total_timesteps 3083.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 158 | total_timesteps 3094.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 159 | total_timesteps 3108.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 160 | total_timesteps 3121.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 161 | total_timesteps 3145.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 162 | total_timesteps 3161.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 163 | total_timesteps 3175.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 164 | total_timesteps 3194.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 165 | total_timesteps 3239.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 166 | total_timesteps 3256.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 167 | total_timesteps 3291.
number of affinization with epsilon = 3 is 0
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Path 168 | total_timesteps 3307.
number of affinization with epsilon = 3 is 0
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Path 169 | total_timesteps 3348.
number of affinization with epsilon = 3 is 0
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Path 170 | total_timesteps 3371.
number of affinization with epsilon = 3 is 0
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Path 171 | total_timesteps 3389.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 172 | total_timesteps 3414.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 173 | total_timesteps 3451.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 174 | total_timesteps 3469.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 175 | total_timesteps 3497.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 176 | total_timesteps 3515.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 177 | total_timesteps 3534.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 178 | total_timesteps 3558.
number of affinization with epsilon = 3 is 0
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Path 179 | total_timesteps 3568.
number of affinization with epsilon = 3 is 0
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Path 180 | total_timesteps 3587.
number of affinization with epsilon = 3 is 0
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Path 181 | total_timesteps 3619.
number of affinization with epsilon = 3 is 0
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Path 182 | total_timesteps 3655.
number of affinization with epsilon = 3 is 0
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Path 183 | total_timesteps 3672.
number of affinization with epsilon = 3 is 0
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Path 184 | total_timesteps 3708.
number of affinization with epsilon = 3 is 0
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Path 185 | total_timesteps 3731.
number of affinization with epsilon = 3 is 0
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Path 186 | total_timesteps 3756.
number of affinization with epsilon = 3 is 0
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Path 187 | total_timesteps 3786.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 188 | total_timesteps 3796.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 189 | total_timesteps 3814.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 190 | total_timesteps 3831.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 191 | total_timesteps 3892.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 192 | total_timesteps 3932.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 193 | total_timesteps 3949.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 194 | total_timesteps 3965.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 195 | total_timesteps 3981.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 196 | total_timesteps 3995.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 197 | total_timesteps 4020.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 198 | total_timesteps 4036.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 199 | total_timesteps 4073.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 200 | total_timesteps 4089.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 201 | total_timesteps 4100.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 202 | total_timesteps 4122.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 203 | total_timesteps 4137.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 204 | total_timesteps 4166.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 205 | total_timesteps 4179.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 206 | total_timesteps 4216.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 207 | total_timesteps 4238.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 208 | total_timesteps 4253.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 209 | total_timesteps 4280.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 210 | total_timesteps 4319.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 211 | total_timesteps 4345.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 212 | total_timesteps 4372.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 213 | total_timesteps 4389.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 214 | total_timesteps 4440.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 215 | total_timesteps 4459.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 216 | total_timesteps 4493.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 217 | total_timesteps 4514.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 218 | total_timesteps 4539.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 219 | total_timesteps 4561.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 220 | total_timesteps 4583.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 221 | total_timesteps 4603.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 222 | total_timesteps 4629.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 223 | total_timesteps 4639.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 224 | total_timesteps 4653.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 225 | total_timesteps 4697.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 226 | total_timesteps 4709.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 227 | total_timesteps 4720.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 228 | total_timesteps 4735.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 229 | total_timesteps 4761.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 230 | total_timesteps 4780.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 231 | total_timesteps 4799.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 232 | total_timesteps 4822.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 233 | total_timesteps 4848.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 234 | total_timesteps 4866.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 235 | total_timesteps 4887.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 236 | total_timesteps 4909.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 237 | total_timesteps 4922.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 238 | total_timesteps 4938.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 239 | total_timesteps 4952.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 240 | total_timesteps 4969.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 241 | total_timesteps 4998.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 242 | total_timesteps 5007.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 243 | total_timesteps 5037.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 244 | total_timesteps 5053.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 245 | total_timesteps 5067.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 246 | total_timesteps 5090.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 247 | total_timesteps 5110.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 248 | total_timesteps 5129.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 249 | total_timesteps 5141.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 250 | total_timesteps 5179.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 251 | total_timesteps 5192.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 252 | total_timesteps 5216.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 253 | total_timesteps 5247.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 254 | total_timesteps 5267.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 255 | total_timesteps 5283.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 256 | total_timesteps 5299.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 257 | total_timesteps 5324.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 258 | total_timesteps 5375.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 259 | total_timesteps 5401.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 260 | total_timesteps 5424.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 261 | total_timesteps 5434.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 262 | total_timesteps 5467.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 263 | total_timesteps 5485.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 264 | total_timesteps 5506.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 265 | total_timesteps 5561.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 266 | total_timesteps 5585.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 267 | total_timesteps 5603.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 268 | total_timesteps 5620.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 269 | total_timesteps 5639.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 270 | total_timesteps 5652.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 271 | total_timesteps 5674.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 272 | total_timesteps 5690.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 273 | total_timesteps 5715.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 274 | total_timesteps 5727.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 275 | total_timesteps 5738.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 276 | total_timesteps 5755.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 277 | total_timesteps 5767.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 278 | total_timesteps 5776.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 279 | total_timesteps 5797.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 280 | total_timesteps 5813.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 281 | total_timesteps 5832.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 282 | total_timesteps 5844.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 283 | total_timesteps 5858.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 284 | total_timesteps 5873.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 285 | total_timesteps 5891.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 286 | total_timesteps 5904.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 287 | total_timesteps 5924.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 288 | total_timesteps 5948.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 289 | total_timesteps 5964.
number of affinization with epsilon = 3 is 0
average number of affinization = 0.0
Path 290 | total_timesteps 5985.
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 = 0.5872425436973572
Validation loss = 0.3999430537223816
Validation loss = 0.36144185066223145
Validation loss = 0.3432769775390625
Validation loss = 0.3279262185096741
Validation loss = 0.32360461354255676
Validation loss = 0.3281060755252838
Validation loss = 0.3274884819984436
Validation loss = 0.3378446698188782
Validation loss = 0.33886387944221497
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.5585224628448486
Validation loss = 0.3995743989944458
Validation loss = 0.3629753589630127
Validation loss = 0.3439428210258484
Validation loss = 0.3324407935142517
Validation loss = 0.32719749212265015
Validation loss = 0.32879382371902466
Validation loss = 0.3270239233970642
Validation loss = 0.33068791031837463
Validation loss = 0.3379115164279938
Validation loss = 0.3544144928455353
Validation loss = 0.3602045774459839
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 = 0.05136986301369863
Path 1 | total_timesteps 22.
number of affinization with epsilon = 3 is 8
average number of affinization = 0.07849829351535836
Path 2 | total_timesteps 32.
number of affinization with epsilon = 3 is 19
average number of affinization = 0.14285714285714285
Path 3 | total_timesteps 61.
number of affinization with epsilon = 3 is 21
average number of affinization = 0.2135593220338983
Path 4 | total_timesteps 86.
number of affinization with epsilon = 3 is 15
average number of affinization = 0.2635135135135135
Path 5 | total_timesteps 104.
number of affinization with epsilon = 3 is 23
average number of affinization = 0.3400673400673401
Path 6 | total_timesteps 129.
number of affinization with epsilon = 3 is 17
average number of affinization = 0.3959731543624161
Path 7 | total_timesteps 149.
number of affinization with epsilon = 3 is 11
average number of affinization = 0.431438127090301
Path 8 | total_timesteps 166.
number of affinization with epsilon = 3 is 11
average number of affinization = 0.4666666666666667
Path 9 | total_timesteps 179.
number of affinization with epsilon = 3 is 14
average number of affinization = 0.5116279069767442
Path 10 | total_timesteps 194.
number of affinization with epsilon = 3 is 24
average number of affinization = 0.5894039735099338
Path 11 | total_timesteps 220.
number of affinization with epsilon = 3 is 17
average number of affinization = 0.6435643564356436
Path 12 | total_timesteps 241.
number of affinization with epsilon = 3 is 34
average number of affinization = 0.7532894736842105
Path 13 | total_timesteps 284.
number of affinization with epsilon = 3 is 10
average number of affinization = 0.7836065573770492
Path 14 | total_timesteps 296.
number of affinization with epsilon = 3 is 8
average number of affinization = 0.8071895424836601
Path 15 | total_timesteps 305.
number of affinization with epsilon = 3 is 22
average number of affinization = 0.8762214983713354
Path 16 | total_timesteps 332.
number of affinization with epsilon = 3 is 17
average number of affinization = 0.9285714285714286
Path 17 | total_timesteps 354.
number of affinization with epsilon = 3 is 12
average number of affinization = 0.9644012944983819
Path 18 | total_timesteps 368.
number of affinization with epsilon = 3 is 23
average number of affinization = 1.0354838709677419
Path 19 | total_timesteps 392.
number of affinization with epsilon = 3 is 18
average number of affinization = 1.090032154340836
Path 20 | total_timesteps 417.
number of affinization with epsilon = 3 is 9
average number of affinization = 1.1153846153846154
Path 21 | total_timesteps 429.
number of affinization with epsilon = 3 is 9
average number of affinization = 1.1405750798722045
Path 22 | total_timesteps 440.
number of affinization with epsilon = 3 is 12
average number of affinization = 1.1751592356687899
Path 23 | total_timesteps 455.
number of affinization with epsilon = 3 is 10
average number of affinization = 1.2031746031746031
Path 24 | total_timesteps 468.
number of affinization with epsilon = 3 is 19
average number of affinization = 1.259493670886076
Path 25 | total_timesteps 497.
number of affinization with epsilon = 3 is 9
average number of affinization = 1.2839116719242902
Path 26 | total_timesteps 514.
number of affinization with epsilon = 3 is 10
average number of affinization = 1.3113207547169812
Path 27 | total_timesteps 525.
number of affinization with epsilon = 3 is 15
average number of affinization = 1.35423197492163
Path 28 | total_timesteps 543.
number of affinization with epsilon = 3 is 7
average number of affinization = 1.371875
Path 29 | total_timesteps 552.
number of affinization with epsilon = 3 is 14
average number of affinization = 1.411214953271028
Path 30 | total_timesteps 572.
number of affinization with epsilon = 3 is 9
average number of affinization = 1.434782608695652
Path 31 | total_timesteps 585.
number of affinization with epsilon = 3 is 11
average number of affinization = 1.4643962848297214
Path 32 | total_timesteps 597.
number of affinization with epsilon = 3 is 32
average number of affinization = 1.558641975308642
Path 33 | total_timesteps 640.
number of affinization with epsilon = 3 is 16
average number of affinization = 1.603076923076923
Path 34 | total_timesteps 661.
number of affinization with epsilon = 3 is 12
average number of affinization = 1.6349693251533743
Path 35 | total_timesteps 674.
number of affinization with epsilon = 3 is 12
average number of affinization = 1.6666666666666667
Path 36 | total_timesteps 691.
number of affinization with epsilon = 3 is 8
average number of affinization = 1.6859756097560976
Path 37 | total_timesteps 702.
number of affinization with epsilon = 3 is 10
average number of affinization = 1.7112462006079028
Path 38 | total_timesteps 714.
number of affinization with epsilon = 3 is 22
average number of affinization = 1.7727272727272727
Path 39 | total_timesteps 740.
number of affinization with epsilon = 3 is 17
average number of affinization = 1.8187311178247734
Path 40 | total_timesteps 761.
number of affinization with epsilon = 3 is 14
average number of affinization = 1.855421686746988
Path 41 | total_timesteps 780.
number of affinization with epsilon = 3 is 13
average number of affinization = 1.8888888888888888
Path 42 | total_timesteps 797.
number of affinization with epsilon = 3 is 6
average number of affinization = 1.901197604790419
Path 43 | total_timesteps 806.
number of affinization with epsilon = 3 is 10
average number of affinization = 1.9253731343283582
Path 44 | total_timesteps 821.
number of affinization with epsilon = 3 is 7
average number of affinization = 1.9404761904761905
Path 45 | total_timesteps 831.
number of affinization with epsilon = 3 is 14
average number of affinization = 1.9762611275964392
Path 46 | total_timesteps 852.
number of affinization with epsilon = 3 is 8
average number of affinization = 1.9940828402366864
Path 47 | total_timesteps 862.
number of affinization with epsilon = 3 is 15
average number of affinization = 2.032448377581121
Path 48 | total_timesteps 881.
number of affinization with epsilon = 3 is 16
average number of affinization = 2.073529411764706
Path 49 | total_timesteps 898.
number of affinization with epsilon = 3 is 12
average number of affinization = 2.102639296187683
Path 50 | total_timesteps 913.
number of affinization with epsilon = 3 is 18
average number of affinization = 2.1491228070175437
Path 51 | total_timesteps 937.
number of affinization with epsilon = 3 is 24
average number of affinization = 2.2128279883381925
Path 52 | total_timesteps 966.
number of affinization with epsilon = 3 is 28
average number of affinization = 2.2877906976744184
Path 53 | total_timesteps 996.
number of affinization with epsilon = 3 is 15
average number of affinization = 2.3246376811594205
Path 54 | total_timesteps 1014.
number of affinization with epsilon = 3 is 8
average number of affinization = 2.341040462427746
Path 55 | total_timesteps 1024.
number of affinization with epsilon = 3 is 7
average number of affinization = 2.354466858789625
Path 56 | total_timesteps 1033.
number of affinization with epsilon = 3 is 21
average number of affinization = 2.4080459770114944
Path 57 | total_timesteps 1057.
number of affinization with epsilon = 3 is 10
average number of affinization = 2.4297994269340975
Path 58 | total_timesteps 1069.
number of affinization with epsilon = 3 is 26
average number of affinization = 2.4971428571428573
Path 59 | total_timesteps 1099.
number of affinization with epsilon = 3 is 10
average number of affinization = 2.5185185185185186
Path 60 | total_timesteps 1111.
number of affinization with epsilon = 3 is 8
average number of affinization = 2.534090909090909
Path 61 | total_timesteps 1123.
number of affinization with epsilon = 3 is 8
average number of affinization = 2.54957507082153
Path 62 | total_timesteps 1133.
number of affinization with epsilon = 3 is 18
average number of affinization = 2.593220338983051
Path 63 | total_timesteps 1157.
number of affinization with epsilon = 3 is 19
average number of affinization = 2.63943661971831
Path 64 | total_timesteps 1180.
number of affinization with epsilon = 3 is 16
average number of affinization = 2.6769662921348316
Path 65 | total_timesteps 1201.
number of affinization with epsilon = 3 is 13
average number of affinization = 2.7058823529411766
Path 66 | total_timesteps 1219.
number of affinization with epsilon = 3 is 14
average number of affinization = 2.7374301675977653
Path 67 | total_timesteps 1239.
number of affinization with epsilon = 3 is 11
average number of affinization = 2.7604456824512535
Path 68 | total_timesteps 1255.
number of affinization with epsilon = 3 is 5
average number of affinization = 2.7666666666666666
Path 69 | total_timesteps 1263.
number of affinization with epsilon = 3 is 6
average number of affinization = 2.775623268698061
Path 70 | total_timesteps 1271.
number of affinization with epsilon = 3 is 15
average number of affinization = 2.8093922651933703
Path 71 | total_timesteps 1291.
number of affinization with epsilon = 3 is 12
average number of affinization = 2.834710743801653
Path 72 | total_timesteps 1307.
number of affinization with epsilon = 3 is 20
average number of affinization = 2.881868131868132
Path 73 | total_timesteps 1332.
number of affinization with epsilon = 3 is 21
average number of affinization = 2.9315068493150687
Path 74 | total_timesteps 1357.
number of affinization with epsilon = 3 is 20
average number of affinization = 2.978142076502732
Path 75 | total_timesteps 1381.
number of affinization with epsilon = 3 is 14
average number of affinization = 3.008174386920981
Path 76 | total_timesteps 1396.
number of affinization with epsilon = 3 is 10
average number of affinization = 3.027173913043478
Path 77 | total_timesteps 1409.
number of affinization with epsilon = 3 is 14
average number of affinization = 3.0569105691056913
Path 78 | total_timesteps 1430.
number of affinization with epsilon = 3 is 12
average number of affinization = 3.081081081081081
Path 79 | total_timesteps 1445.
number of affinization with epsilon = 3 is 8
average number of affinization = 3.0943396226415096
Path 80 | total_timesteps 1456.
number of affinization with epsilon = 3 is 14
average number of affinization = 3.1236559139784945
Path 81 | total_timesteps 1472.
number of affinization with epsilon = 3 is 26
average number of affinization = 3.1849865951742626
Path 82 | total_timesteps 1505.
number of affinization with epsilon = 3 is 12
average number of affinization = 3.2085561497326203
Path 83 | total_timesteps 1518.
number of affinization with epsilon = 3 is 17
average number of affinization = 3.2453333333333334
Path 84 | total_timesteps 1537.
number of affinization with epsilon = 3 is 6
average number of affinization = 3.252659574468085
Path 85 | total_timesteps 1548.
number of affinization with epsilon = 3 is 41
average number of affinization = 3.352785145888594
Path 86 | total_timesteps 1603.
number of affinization with epsilon = 3 is 12
average number of affinization = 3.375661375661376
Path 87 | total_timesteps 1617.
number of affinization with epsilon = 3 is 8
average number of affinization = 3.387862796833773
Path 88 | total_timesteps 1629.
number of affinization with epsilon = 3 is 12
average number of affinization = 3.4105263157894736
Path 89 | total_timesteps 1646.
number of affinization with epsilon = 3 is 18
average number of affinization = 3.4488188976377954
Path 90 | total_timesteps 1668.
number of affinization with epsilon = 3 is 29
average number of affinization = 3.5157068062827226
Path 91 | total_timesteps 1703.
number of affinization with epsilon = 3 is 6
average number of affinization = 3.5221932114882506
Path 92 | total_timesteps 1711.
number of affinization with epsilon = 3 is 20
average number of affinization = 3.5651041666666665
Path 93 | total_timesteps 1736.
number of affinization with epsilon = 3 is 7
average number of affinization = 3.574025974025974
Path 94 | total_timesteps 1747.
number of affinization with epsilon = 3 is 17
average number of affinization = 3.6088082901554404
Path 95 | total_timesteps 1770.
number of affinization with epsilon = 3 is 13
average number of affinization = 3.6330749354005167
Path 96 | total_timesteps 1788.
number of affinization with epsilon = 3 is 15
average number of affinization = 3.6623711340206184
Path 97 | total_timesteps 1808.
number of affinization with epsilon = 3 is 15
average number of affinization = 3.691516709511568
Path 98 | total_timesteps 1826.
number of affinization with epsilon = 3 is 18
average number of affinization = 3.7282051282051283
Path 99 | total_timesteps 1849.
number of affinization with epsilon = 3 is 16
average number of affinization = 3.7595907928388748
Path 100 | total_timesteps 1869.
number of affinization with epsilon = 3 is 12
average number of affinization = 3.7806122448979593
Path 101 | total_timesteps 1886.
number of affinization with epsilon = 3 is 12
average number of affinization = 3.801526717557252
Path 102 | total_timesteps 1902.
number of affinization with epsilon = 3 is 6
average number of affinization = 3.8071065989847717
Path 103 | total_timesteps 1910.
number of affinization with epsilon = 3 is 8
average number of affinization = 3.8177215189873417
Path 104 | total_timesteps 1921.
number of affinization with epsilon = 3 is 12
average number of affinization = 3.8383838383838382
Path 105 | total_timesteps 1935.
number of affinization with epsilon = 3 is 12
average number of affinization = 3.858942065491184
Path 106 | total_timesteps 1948.
number of affinization with epsilon = 3 is 16
average number of affinization = 3.8894472361809047
Path 107 | total_timesteps 1969.
number of affinization with epsilon = 3 is 16
average number of affinization = 3.919799498746867
Path 108 | total_timesteps 1989.
number of affinization with epsilon = 3 is 5
average number of affinization = 3.9225
Path 109 | total_timesteps 2001.
number of affinization with epsilon = 3 is 10
average number of affinization = 3.9376558603491274
Path 110 | total_timesteps 2015.
number of affinization with epsilon = 3 is 14
average number of affinization = 3.962686567164179
Path 111 | total_timesteps 2033.
number of affinization with epsilon = 3 is 26
average number of affinization = 4.0173697270471465
Path 112 | total_timesteps 2064.
number of affinization with epsilon = 3 is 12
average number of affinization = 4.037128712871287
Path 113 | total_timesteps 2078.
number of affinization with epsilon = 3 is 10
average number of affinization = 4.051851851851852
Path 114 | total_timesteps 2090.
number of affinization with epsilon = 3 is 13
average number of affinization = 4.073891625615763
Path 115 | total_timesteps 2107.
number of affinization with epsilon = 3 is 37
average number of affinization = 4.1547911547911545
Path 116 | total_timesteps 2152.
number of affinization with epsilon = 3 is 7
average number of affinization = 4.161764705882353
Path 117 | total_timesteps 2163.
number of affinization with epsilon = 3 is 17
average number of affinization = 4.193154034229829
Path 118 | total_timesteps 2182.
number of affinization with epsilon = 3 is 9
average number of affinization = 4.204878048780488
Path 119 | total_timesteps 2194.
number of affinization with epsilon = 3 is 6
average number of affinization = 4.209245742092458
Path 120 | total_timesteps 2202.
number of affinization with epsilon = 3 is 15
average number of affinization = 4.235436893203883
Path 121 | total_timesteps 2222.
number of affinization with epsilon = 3 is 11
average number of affinization = 4.25181598062954
Path 122 | total_timesteps 2241.
number of affinization with epsilon = 3 is 15
average number of affinization = 4.277777777777778
Path 123 | total_timesteps 2257.
number of affinization with epsilon = 3 is 35
average number of affinization = 4.351807228915662
Path 124 | total_timesteps 2302.
number of affinization with epsilon = 3 is 11
average number of affinization = 4.367788461538462
Path 125 | total_timesteps 2318.
number of affinization with epsilon = 3 is 11
average number of affinization = 4.383693045563549
Path 126 | total_timesteps 2333.
number of affinization with epsilon = 3 is 14
average number of affinization = 4.4066985645933014
Path 127 | total_timesteps 2356.
number of affinization with epsilon = 3 is 10
average number of affinization = 4.420047732696897
Path 128 | total_timesteps 2371.
number of affinization with epsilon = 3 is 15
average number of affinization = 4.445238095238095
Path 129 | total_timesteps 2397.
number of affinization with epsilon = 3 is 19
average number of affinization = 4.479809976247031
Path 130 | total_timesteps 2421.
number of affinization with epsilon = 3 is 14
average number of affinization = 4.502369668246446
Path 131 | total_timesteps 2440.
number of affinization with epsilon = 3 is 9
average number of affinization = 4.513002364066194
Path 132 | total_timesteps 2454.
number of affinization with epsilon = 3 is 10
average number of affinization = 4.525943396226415
Path 133 | total_timesteps 2466.
number of affinization with epsilon = 3 is 12
average number of affinization = 4.543529411764706
Path 134 | total_timesteps 2479.
number of affinization with epsilon = 3 is 6
average number of affinization = 4.546948356807512
Path 135 | total_timesteps 2488.
number of affinization with epsilon = 3 is 34
average number of affinization = 4.615925058548009
Path 136 | total_timesteps 2527.
number of affinization with epsilon = 3 is 20
average number of affinization = 4.651869158878505
Path 137 | total_timesteps 2554.
number of affinization with epsilon = 3 is 22
average number of affinization = 4.6923076923076925
Path 138 | total_timesteps 2586.
number of affinization with epsilon = 3 is 3
average number of affinization = 4.688372093023256
Path 139 | total_timesteps 2593.
number of affinization with epsilon = 3 is 9
average number of affinization = 4.698375870069605
Path 140 | total_timesteps 2606.
number of affinization with epsilon = 3 is 13
average number of affinization = 4.717592592592593
Path 141 | total_timesteps 2626.
number of affinization with epsilon = 3 is 18
average number of affinization = 4.7482678983833715
Path 142 | total_timesteps 2647.
number of affinization with epsilon = 3 is 15
average number of affinization = 4.771889400921659
Path 143 | total_timesteps 2665.
number of affinization with epsilon = 3 is 18
average number of affinization = 4.802298850574712
Path 144 | total_timesteps 2687.
number of affinization with epsilon = 3 is 13
average number of affinization = 4.821100917431193
Path 145 | total_timesteps 2703.
number of affinization with epsilon = 3 is 18
average number of affinization = 4.851258581235698
Path 146 | total_timesteps 2726.
number of affinization with epsilon = 3 is 20
average number of affinization = 4.885844748858448
Path 147 | total_timesteps 2748.
number of affinization with epsilon = 3 is 16
average number of affinization = 4.911161731207289
Path 148 | total_timesteps 2769.
number of affinization with epsilon = 3 is 15
average number of affinization = 4.9340909090909095
Path 149 | total_timesteps 2786.
number of affinization with epsilon = 3 is 42
average number of affinization = 5.018140589569161
Path 150 | total_timesteps 2832.
number of affinization with epsilon = 3 is 10
average number of affinization = 5.029411764705882
Path 151 | total_timesteps 2845.
number of affinization with epsilon = 3 is 15
average number of affinization = 5.051918735891648
Path 152 | total_timesteps 2864.
number of affinization with epsilon = 3 is 9
average number of affinization = 5.0608108108108105
Path 153 | total_timesteps 2876.
number of affinization with epsilon = 3 is 13
average number of affinization = 5.078651685393258
Path 154 | total_timesteps 2891.
number of affinization with epsilon = 3 is 16
average number of affinization = 5.103139013452915
Path 155 | total_timesteps 2914.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.118568232662192
Path 156 | total_timesteps 2927.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.133928571428571
Path 157 | total_timesteps 2942.
number of affinization with epsilon = 3 is 7
average number of affinization = 5.138084632516704
Path 158 | total_timesteps 2952.
number of affinization with epsilon = 3 is 9
average number of affinization = 5.1466666666666665
Path 159 | total_timesteps 2965.
number of affinization with epsilon = 3 is 9
average number of affinization = 5.155210643015521
Path 160 | total_timesteps 2976.
number of affinization with epsilon = 3 is 17
average number of affinization = 5.18141592920354
Path 161 | total_timesteps 3000.
number of affinization with epsilon = 3 is 36
average number of affinization = 5.249448123620309
Path 162 | total_timesteps 3048.
number of affinization with epsilon = 3 is 8
average number of affinization = 5.255506607929515
Path 163 | total_timesteps 3060.
number of affinization with epsilon = 3 is 31
average number of affinization = 5.312087912087912
Path 164 | total_timesteps 3100.
number of affinization with epsilon = 3 is 6
average number of affinization = 5.31359649122807
Path 165 | total_timesteps 3108.
number of affinization with epsilon = 3 is 8
average number of affinization = 5.319474835886214
Path 166 | total_timesteps 3123.
number of affinization with epsilon = 3 is 4
average number of affinization = 5.316593886462882
Path 167 | total_timesteps 3133.
number of affinization with epsilon = 3 is 3
average number of affinization = 5.311546840958606
Path 168 | total_timesteps 3143.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.326086956521739
Path 169 | total_timesteps 3159.
number of affinization with epsilon = 3 is 14
average number of affinization = 5.344902386117137
Path 170 | total_timesteps 3175.
number of affinization with epsilon = 3 is 8
average number of affinization = 5.35064935064935
Path 171 | total_timesteps 3185.
number of affinization with epsilon = 3 is 13
average number of affinization = 5.367170626349892
Path 172 | total_timesteps 3202.
number of affinization with epsilon = 3 is 10
average number of affinization = 5.377155172413793
Path 173 | total_timesteps 3215.
number of affinization with epsilon = 3 is 6
average number of affinization = 5.378494623655914
Path 174 | total_timesteps 3224.
number of affinization with epsilon = 3 is 8
average number of affinization = 5.384120171673819
Path 175 | total_timesteps 3235.
number of affinization with epsilon = 3 is 9
average number of affinization = 5.39186295503212
Path 176 | total_timesteps 3248.
number of affinization with epsilon = 3 is 17
average number of affinization = 5.416666666666667
Path 177 | total_timesteps 3271.
number of affinization with epsilon = 3 is 10
average number of affinization = 5.426439232409382
Path 178 | total_timesteps 3287.
number of affinization with epsilon = 3 is 22
average number of affinization = 5.461702127659574
Path 179 | total_timesteps 3318.
number of affinization with epsilon = 3 is 15
average number of affinization = 5.481953290870488
Path 180 | total_timesteps 3338.
number of affinization with epsilon = 3 is 17
average number of affinization = 5.50635593220339
Path 181 | total_timesteps 3358.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.520084566596195
Path 182 | total_timesteps 3374.
number of affinization with epsilon = 3 is 14
average number of affinization = 5.537974683544304
Path 183 | total_timesteps 3393.
number of affinization with epsilon = 3 is 26
average number of affinization = 5.581052631578947
Path 184 | total_timesteps 3425.
number of affinization with epsilon = 3 is 10
average number of affinization = 5.590336134453781
Path 185 | total_timesteps 3438.
number of affinization with epsilon = 3 is 14
average number of affinization = 5.6079664570230605
Path 186 | total_timesteps 3456.
number of affinization with epsilon = 3 is 18
average number of affinization = 5.633891213389122
Path 187 | total_timesteps 3476.
number of affinization with epsilon = 3 is 23
average number of affinization = 5.670146137787056
Path 188 | total_timesteps 3507.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.683333333333334
Path 189 | total_timesteps 3521.
number of affinization with epsilon = 3 is 24
average number of affinization = 5.721413721413722
Path 190 | total_timesteps 3549.
number of affinization with epsilon = 3 is 20
average number of affinization = 5.75103734439834
Path 191 | total_timesteps 3576.
number of affinization with epsilon = 3 is 11
average number of affinization = 5.761904761904762
Path 192 | total_timesteps 3588.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.774793388429752
Path 193 | total_timesteps 3602.
number of affinization with epsilon = 3 is 10
average number of affinization = 5.783505154639175
Path 194 | total_timesteps 3617.
number of affinization with epsilon = 3 is 19
average number of affinization = 5.810699588477366
Path 195 | total_timesteps 3640.
number of affinization with epsilon = 3 is 8
average number of affinization = 5.815195071868583
Path 196 | total_timesteps 3650.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.827868852459017
Path 197 | total_timesteps 3666.
number of affinization with epsilon = 3 is 7
average number of affinization = 5.830265848670757
Path 198 | total_timesteps 3675.
number of affinization with epsilon = 3 is 12
average number of affinization = 5.8428571428571425
Path 199 | total_timesteps 3691.
number of affinization with epsilon = 3 is 14
average number of affinization = 5.8594704684317716
Path 200 | total_timesteps 3710.
number of affinization with epsilon = 3 is 17
average number of affinization = 5.882113821138211
Path 201 | total_timesteps 3731.
number of affinization with epsilon = 3 is 9
average number of affinization = 5.8884381338742395
Path 202 | total_timesteps 3743.
number of affinization with epsilon = 3 is 18
average number of affinization = 5.912955465587045
Path 203 | total_timesteps 3765.
number of affinization with epsilon = 3 is 21
average number of affinization = 5.943434343434343
Path 204 | total_timesteps 3791.
number of affinization with epsilon = 3 is 9
average number of affinization = 5.949596774193548
Path 205 | total_timesteps 3805.
number of affinization with epsilon = 3 is 8
average number of affinization = 5.953722334004024
Path 206 | total_timesteps 3816.
number of affinization with epsilon = 3 is 10
average number of affinization = 5.961847389558233
Path 207 | total_timesteps 3829.
number of affinization with epsilon = 3 is 18
average number of affinization = 5.985971943887775
Path 208 | total_timesteps 3854.
number of affinization with epsilon = 3 is 20
average number of affinization = 6.014
Path 209 | total_timesteps 3880.
number of affinization with epsilon = 3 is 6
average number of affinization = 6.013972055888224
Path 210 | total_timesteps 3891.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.02191235059761
Path 211 | total_timesteps 3907.
number of affinization with epsilon = 3 is 9
average number of affinization = 6.027833001988071
Path 212 | total_timesteps 3917.
number of affinization with epsilon = 3 is 7
average number of affinization = 6.029761904761905
Path 213 | total_timesteps 3927.
number of affinization with epsilon = 3 is 30
average number of affinization = 6.077227722772277
Path 214 | total_timesteps 3968.
number of affinization with epsilon = 3 is 8
average number of affinization = 6.0810276679841895
Path 215 | total_timesteps 3979.
number of affinization with epsilon = 3 is 8
average number of affinization = 6.0848126232741615
Path 216 | total_timesteps 3990.
number of affinization with epsilon = 3 is 12
average number of affinization = 6.096456692913386
Path 217 | total_timesteps 4004.
number of affinization with epsilon = 3 is 11
average number of affinization = 6.106090373280943
Path 218 | total_timesteps 4021.
number of affinization with epsilon = 3 is 17
average number of affinization = 6.127450980392157
Path 219 | total_timesteps 4043.
number of affinization with epsilon = 3 is 26
average number of affinization = 6.166340508806262
Path 220 | total_timesteps 4081.
number of affinization with epsilon = 3 is 14
average number of affinization = 6.181640625
Path 221 | total_timesteps 4096.
number of affinization with epsilon = 3 is 9
average number of affinization = 6.187134502923977
Path 222 | total_timesteps 4106.
number of affinization with epsilon = 3 is 8
average number of affinization = 6.190661478599222
Path 223 | total_timesteps 4116.
number of affinization with epsilon = 3 is 7
average number of affinization = 6.192233009708738
Path 224 | total_timesteps 4125.
number of affinization with epsilon = 3 is 12
average number of affinization = 6.203488372093023
Path 225 | total_timesteps 4142.
number of affinization with epsilon = 3 is 14
average number of affinization = 6.218568665377176
Path 226 | total_timesteps 4159.
number of affinization with epsilon = 3 is 6
average number of affinization = 6.218146718146718
Path 227 | total_timesteps 4169.
number of affinization with epsilon = 3 is 19
average number of affinization = 6.242774566473988
Path 228 | total_timesteps 4194.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.25
Path 229 | total_timesteps 4207.
number of affinization with epsilon = 3 is 23
average number of affinization = 6.282149712092131
Path 230 | total_timesteps 4235.
number of affinization with epsilon = 3 is 4
average number of affinization = 6.277777777777778
Path 231 | total_timesteps 4245.
number of affinization with epsilon = 3 is 6
average number of affinization = 6.277246653919694
Path 232 | total_timesteps 4253.
number of affinization with epsilon = 3 is 16
average number of affinization = 6.2958015267175576
Path 233 | total_timesteps 4272.
number of affinization with epsilon = 3 is 16
average number of affinization = 6.314285714285714
Path 234 | total_timesteps 4290.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.321292775665399
Path 235 | total_timesteps 4303.
number of affinization with epsilon = 3 is 15
average number of affinization = 6.337760910815939
Path 236 | total_timesteps 4322.
number of affinization with epsilon = 3 is 19
average number of affinization = 6.361742424242424
Path 237 | total_timesteps 4343.
number of affinization with epsilon = 3 is 14
average number of affinization = 6.376181474480151
Path 238 | total_timesteps 4362.
number of affinization with epsilon = 3 is 19
average number of affinization = 6.4
Path 239 | total_timesteps 4383.
number of affinization with epsilon = 3 is 12
average number of affinization = 6.410546139359699
Path 240 | total_timesteps 4397.
number of affinization with epsilon = 3 is 16
average number of affinization = 6.428571428571429
Path 241 | total_timesteps 4417.
number of affinization with epsilon = 3 is 18
average number of affinization = 6.450281425891182
Path 242 | total_timesteps 4437.
number of affinization with epsilon = 3 is 14
average number of affinization = 6.464419475655431
Path 243 | total_timesteps 4457.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.471028037383178
Path 244 | total_timesteps 4469.
number of affinization with epsilon = 3 is 24
average number of affinization = 6.503731343283582
Path 245 | total_timesteps 4496.
number of affinization with epsilon = 3 is 19
average number of affinization = 6.527001862197393
Path 246 | total_timesteps 4518.
number of affinization with epsilon = 3 is 12
average number of affinization = 6.537174721189591
Path 247 | total_timesteps 4532.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.543599257884972
Path 248 | total_timesteps 4544.
number of affinization with epsilon = 3 is 22
average number of affinization = 6.572222222222222
Path 249 | total_timesteps 4571.
number of affinization with epsilon = 3 is 13
average number of affinization = 6.584103512014788
Path 250 | total_timesteps 4588.
number of affinization with epsilon = 3 is 6
average number of affinization = 6.583025830258302
Path 251 | total_timesteps 4599.
number of affinization with epsilon = 3 is 11
average number of affinization = 6.5911602209944755
Path 252 | total_timesteps 4614.
number of affinization with epsilon = 3 is 8
average number of affinization = 6.59375
Path 253 | total_timesteps 4625.
number of affinization with epsilon = 3 is 12
average number of affinization = 6.603669724770643
Path 254 | total_timesteps 4639.
number of affinization with epsilon = 3 is 9
average number of affinization = 6.608058608058608
Path 255 | total_timesteps 4651.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.614259597806216
Path 256 | total_timesteps 4663.
number of affinization with epsilon = 3 is 13
average number of affinization = 6.625912408759124
Path 257 | total_timesteps 4678.
number of affinization with epsilon = 3 is 23
average number of affinization = 6.655737704918033
Path 258 | total_timesteps 4708.
number of affinization with epsilon = 3 is 21
average number of affinization = 6.681818181818182
Path 259 | total_timesteps 4735.
number of affinization with epsilon = 3 is 8
average number of affinization = 6.684210526315789
Path 260 | total_timesteps 4744.
number of affinization with epsilon = 3 is 17
average number of affinization = 6.702898550724638
Path 261 | total_timesteps 4764.
number of affinization with epsilon = 3 is 11
average number of affinization = 6.710669077757685
Path 262 | total_timesteps 4777.
number of affinization with epsilon = 3 is 4
average number of affinization = 6.705776173285199
Path 263 | total_timesteps 4786.
number of affinization with epsilon = 3 is 43
average number of affinization = 6.771171171171171
Path 264 | total_timesteps 4834.
number of affinization with epsilon = 3 is 3
average number of affinization = 6.764388489208633
Path 265 | total_timesteps 4843.
number of affinization with epsilon = 3 is 9
average number of affinization = 6.768402154398563
Path 266 | total_timesteps 4853.
number of affinization with epsilon = 3 is 11
average number of affinization = 6.775985663082437
Path 267 | total_timesteps 4866.
number of affinization with epsilon = 3 is 16
average number of affinization = 6.792486583184258
Path 268 | total_timesteps 4887.
number of affinization with epsilon = 3 is 18
average number of affinization = 6.8125
Path 269 | total_timesteps 4907.
number of affinization with epsilon = 3 is 8
average number of affinization = 6.814616755793226
Path 270 | total_timesteps 4916.
number of affinization with epsilon = 3 is 5
average number of affinization = 6.8113879003558715
Path 271 | total_timesteps 4923.
number of affinization with epsilon = 3 is 19
average number of affinization = 6.83303730017762
Path 272 | total_timesteps 4945.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.838652482269503
Path 273 | total_timesteps 4960.
number of affinization with epsilon = 3 is 13
average number of affinization = 6.849557522123894
Path 274 | total_timesteps 4977.
number of affinization with epsilon = 3 is 8
average number of affinization = 6.851590106007067
Path 275 | total_timesteps 4987.
number of affinization with epsilon = 3 is 6
average number of affinization = 6.850088183421517
Path 276 | total_timesteps 4995.
number of affinization with epsilon = 3 is 19
average number of affinization = 6.871478873239437
Path 277 | total_timesteps 5021.
number of affinization with epsilon = 3 is 13
average number of affinization = 6.882249560632689
Path 278 | total_timesteps 5039.
number of affinization with epsilon = 3 is 16
average number of affinization = 6.898245614035088
Path 279 | total_timesteps 5058.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.903677758318739
Path 280 | total_timesteps 5071.
number of affinization with epsilon = 3 is 14
average number of affinization = 6.916083916083916
Path 281 | total_timesteps 5090.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.9214659685863875
Path 282 | total_timesteps 5103.
number of affinization with epsilon = 3 is 17
average number of affinization = 6.939024390243903
Path 283 | total_timesteps 5127.
number of affinization with epsilon = 3 is 13
average number of affinization = 6.949565217391305
Path 284 | total_timesteps 5143.
number of affinization with epsilon = 3 is 14
average number of affinization = 6.961805555555555
Path 285 | total_timesteps 5160.
number of affinization with epsilon = 3 is 8
average number of affinization = 6.963604852686308
Path 286 | total_timesteps 5169.
number of affinization with epsilon = 3 is 16
average number of affinization = 6.97923875432526
Path 287 | total_timesteps 5187.
number of affinization with epsilon = 3 is 5
average number of affinization = 6.975820379965458
Path 288 | total_timesteps 5194.
number of affinization with epsilon = 3 is 12
average number of affinization = 6.98448275862069
Path 289 | total_timesteps 5212.
number of affinization with epsilon = 3 is 10
average number of affinization = 6.989672977624785
Path 290 | total_timesteps 5227.
number of affinization with epsilon = 3 is 18
average number of affinization = 7.008591065292096
Path 291 | total_timesteps 5250.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.015437392795883
Path 292 | total_timesteps 5264.
number of affinization with epsilon = 3 is 18
average number of affinization = 7.034246575342466
Path 293 | total_timesteps 5285.
number of affinization with epsilon = 3 is 18
average number of affinization = 7.052991452991453
Path 294 | total_timesteps 5308.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.0580204778157
Path 295 | total_timesteps 5323.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.0613287904599655
Path 296 | total_timesteps 5338.
number of affinization with epsilon = 3 is 3
average number of affinization = 7.054421768707483
Path 297 | total_timesteps 5346.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.057724957555179
Path 298 | total_timesteps 5357.
number of affinization with epsilon = 3 is 21
average number of affinization = 7.081355932203389
Path 299 | total_timesteps 5383.
number of affinization with epsilon = 3 is 17
average number of affinization = 7.098138747884941
Path 300 | total_timesteps 5406.
number of affinization with epsilon = 3 is 17
average number of affinization = 7.114864864864865
Path 301 | total_timesteps 5428.
number of affinization with epsilon = 3 is 15
average number of affinization = 7.128161888701518
Path 302 | total_timesteps 5446.
number of affinization with epsilon = 3 is 7
average number of affinization = 7.127946127946128
Path 303 | total_timesteps 5454.
number of affinization with epsilon = 3 is 15
average number of affinization = 7.141176470588236
Path 304 | total_timesteps 5474.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.145973154362416
Path 305 | total_timesteps 5487.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.1541038525963145
Path 306 | total_timesteps 5503.
number of affinization with epsilon = 3 is 18
average number of affinization = 7.172240802675585
Path 307 | total_timesteps 5525.
number of affinization with epsilon = 3 is 13
average number of affinization = 7.181969949916527
Path 308 | total_timesteps 5541.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.196666666666666
Path 309 | total_timesteps 5563.
number of affinization with epsilon = 3 is 13
average number of affinization = 7.206322795341098
Path 310 | total_timesteps 5580.
number of affinization with epsilon = 3 is 14
average number of affinization = 7.217607973421927
Path 311 | total_timesteps 5599.
number of affinization with epsilon = 3 is 17
average number of affinization = 7.233830845771144
Path 312 | total_timesteps 5621.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.248344370860927
Path 313 | total_timesteps 5643.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.249586776859504
Path 314 | total_timesteps 5654.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.252475247524752
Path 315 | total_timesteps 5664.
number of affinization with epsilon = 3 is 21
average number of affinization = 7.275123558484349
Path 316 | total_timesteps 5689.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.279605263157895
Path 317 | total_timesteps 5704.
number of affinization with epsilon = 3 is 4
average number of affinization = 7.274220032840723
Path 318 | total_timesteps 5714.
number of affinization with epsilon = 3 is 23
average number of affinization = 7.3
Path 319 | total_timesteps 5744.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.304418985270049
Path 320 | total_timesteps 5757.
number of affinization with epsilon = 3 is 22
average number of affinization = 7.328431372549019
Path 321 | total_timesteps 5780.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.34257748776509
Path 322 | total_timesteps 5799.
number of affinization with epsilon = 3 is 32
average number of affinization = 7.3827361563517915
Path 323 | total_timesteps 5839.
number of affinization with epsilon = 3 is 15
average number of affinization = 7.3951219512195125
Path 324 | total_timesteps 5858.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.396103896103896
Path 325 | total_timesteps 5870.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.40032414910859
Path 326 | total_timesteps 5882.
number of affinization with epsilon = 3 is 32
average number of affinization = 7.440129449838188
Path 327 | total_timesteps 5928.
number of affinization with epsilon = 3 is 19
average number of affinization = 7.458804523424879
Path 328 | total_timesteps 5950.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.464516129032258
Path 329 | total_timesteps 5962.
number of affinization with epsilon = 3 is 38
average number of affinization = 7.513687600644122
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.35    |
| Iteration     | 0        |
| MaximumReturn | 14.3     |
| MinimumReturn | -29.4    |
| TotalSamples  | 8016     |
----------------------------
itr #1 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3092966079711914
Validation loss = 0.2979593873023987
Validation loss = 0.30418550968170166
Validation loss = 0.3074120283126831
Validation loss = 0.3233678936958313
Validation loss = 0.3208730220794678
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.32665514945983887
Validation loss = 0.30134156346321106
Validation loss = 0.3069501221179962
Validation loss = 0.32127052545547485
Validation loss = 0.4070037007331848
Validation loss = 0.33853644132614136
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 11
average number of affinization = 7.519292604501608
Path 1 | total_timesteps 15.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.523274478330658
Path 2 | total_timesteps 27.
number of affinization with epsilon = 3 is 13
average number of affinization = 7.532051282051282
Path 3 | total_timesteps 43.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.5392
Path 4 | total_timesteps 57.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.539936102236422
Path 5 | total_timesteps 66.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.54066985645933
Path 6 | total_timesteps 75.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.544585987261146
Path 7 | total_timesteps 88.
number of affinization with epsilon = 3 is 7
average number of affinization = 7.543720190779014
Path 8 | total_timesteps 98.
number of affinization with epsilon = 3 is 20
average number of affinization = 7.563492063492063
Path 9 | total_timesteps 121.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.565768621236133
Path 10 | total_timesteps 132.
number of affinization with epsilon = 3 is 6
average number of affinization = 7.563291139240507
Path 11 | total_timesteps 140.
number of affinization with epsilon = 3 is 14
average number of affinization = 7.57345971563981
Path 12 | total_timesteps 157.
number of affinization with epsilon = 3 is 7
average number of affinization = 7.572555205047319
Path 13 | total_timesteps 165.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.579527559055118
Path 14 | total_timesteps 178.
number of affinization with epsilon = 3 is 17
average number of affinization = 7.59433962264151
Path 15 | total_timesteps 198.
number of affinization with epsilon = 3 is 14
average number of affinization = 7.604395604395604
Path 16 | total_timesteps 214.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.609717868338558
Path 17 | total_timesteps 228.
number of affinization with epsilon = 3 is 15
average number of affinization = 7.621283255086072
Path 18 | total_timesteps 245.
number of affinization with epsilon = 3 is 3
average number of affinization = 7.6140625
Path 19 | total_timesteps 252.
number of affinization with epsilon = 3 is 6
average number of affinization = 7.611544461778471
Path 20 | total_timesteps 262.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.6152647975077885
Path 21 | total_timesteps 276.
number of affinization with epsilon = 3 is 17
average number of affinization = 7.629860031104199
Path 22 | total_timesteps 297.
number of affinization with epsilon = 3 is 7
average number of affinization = 7.62888198757764
Path 23 | total_timesteps 310.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.634108527131783
Path 24 | total_timesteps 325.
number of affinization with epsilon = 3 is 15
average number of affinization = 7.645510835913313
Path 25 | total_timesteps 341.
number of affinization with epsilon = 3 is 13
average number of affinization = 7.653786707882535
Path 26 | total_timesteps 355.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.654320987654321
Path 27 | total_timesteps 364.
number of affinization with epsilon = 3 is 7
average number of affinization = 7.6533127889060095
Path 28 | total_timesteps 372.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.666153846153846
Path 29 | total_timesteps 390.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.666666666666667
Path 30 | total_timesteps 400.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.668711656441718
Path 31 | total_timesteps 412.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.681470137825421
Path 32 | total_timesteps 433.
number of affinization with epsilon = 3 is 7
average number of affinization = 7.680428134556575
Path 33 | total_timesteps 446.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.687022900763359
Path 34 | total_timesteps 461.
number of affinization with epsilon = 3 is 5
average number of affinization = 7.682926829268292
Path 35 | total_timesteps 468.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.683409436834094
Path 36 | total_timesteps 478.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.689969604863222
Path 37 | total_timesteps 493.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.690440060698028
Path 38 | total_timesteps 502.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.693939393939394
Path 39 | total_timesteps 514.
number of affinization with epsilon = 3 is 26
average number of affinization = 7.721633888048411
Path 40 | total_timesteps 543.
number of affinization with epsilon = 3 is 20
average number of affinization = 7.740181268882175
Path 41 | total_timesteps 566.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.743589743589744
Path 42 | total_timesteps 578.
number of affinization with epsilon = 3 is 13
average number of affinization = 7.751506024096385
Path 43 | total_timesteps 594.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.757894736842105
Path 44 | total_timesteps 610.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.762762762762763
Path 45 | total_timesteps 624.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.767616191904048
Path 46 | total_timesteps 636.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.767964071856287
Path 47 | total_timesteps 645.
number of affinization with epsilon = 3 is 14
average number of affinization = 7.77727952167414
Path 48 | total_timesteps 660.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.7791044776119405
Path 49 | total_timesteps 672.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.785394932935916
Path 50 | total_timesteps 688.
number of affinization with epsilon = 3 is 14
average number of affinization = 7.794642857142857
Path 51 | total_timesteps 704.
number of affinization with epsilon = 3 is 14
average number of affinization = 7.803863298662704
Path 52 | total_timesteps 722.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.8056379821958455
Path 53 | total_timesteps 733.
number of affinization with epsilon = 3 is 5
average number of affinization = 7.801481481481481
Path 54 | total_timesteps 740.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.806213017751479
Path 55 | total_timesteps 755.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.818316100443131
Path 56 | total_timesteps 773.
number of affinization with epsilon = 3 is 14
average number of affinization = 7.827433628318584
Path 57 | total_timesteps 791.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.829160530191458
Path 58 | total_timesteps 802.
number of affinization with epsilon = 3 is 21
average number of affinization = 7.848529411764706
Path 59 | total_timesteps 827.
number of affinization with epsilon = 3 is 7
average number of affinization = 7.847283406754772
Path 60 | total_timesteps 835.
number of affinization with epsilon = 3 is 22
average number of affinization = 7.868035190615836
Path 61 | total_timesteps 860.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.869692532942899
Path 62 | total_timesteps 870.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.87280701754386
Path 63 | total_timesteps 881.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.877372262773723
Path 64 | total_timesteps 893.
number of affinization with epsilon = 3 is 5
average number of affinization = 7.873177842565598
Path 65 | total_timesteps 902.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.877729257641922
Path 66 | total_timesteps 916.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.882267441860465
Path 67 | total_timesteps 930.
number of affinization with epsilon = 3 is 7
average number of affinization = 7.880986937590711
Path 68 | total_timesteps 940.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.885507246376812
Path 69 | total_timesteps 954.
number of affinization with epsilon = 3 is 5
average number of affinization = 7.881331403762663
Path 70 | total_timesteps 962.
number of affinization with epsilon = 3 is 10
average number of affinization = 7.884393063583815
Path 71 | total_timesteps 975.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.884559884559884
Path 72 | total_timesteps 985.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.890489913544669
Path 73 | total_timesteps 998.
number of affinization with epsilon = 3 is 7
average number of affinization = 7.889208633093525
Path 74 | total_timesteps 1009.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.890804597701149
Path 75 | total_timesteps 1019.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.890961262553802
Path 76 | total_timesteps 1029.
number of affinization with epsilon = 3 is 6
average number of affinization = 7.888252148997134
Path 77 | total_timesteps 1037.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.8998569384835475
Path 78 | total_timesteps 1055.
number of affinization with epsilon = 3 is 12
average number of affinization = 7.905714285714286
Path 79 | total_timesteps 1070.
number of affinization with epsilon = 3 is 9
average number of affinization = 7.907275320970043
Path 80 | total_timesteps 1082.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.911680911680912
Path 81 | total_timesteps 1097.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.916073968705548
Path 82 | total_timesteps 1109.
number of affinization with epsilon = 3 is 6
average number of affinization = 7.9133522727272725
Path 83 | total_timesteps 1118.
number of affinization with epsilon = 3 is 21
average number of affinization = 7.931914893617021
Path 84 | total_timesteps 1142.
number of affinization with epsilon = 3 is 11
average number of affinization = 7.936260623229462
Path 85 | total_timesteps 1158.
number of affinization with epsilon = 3 is 16
average number of affinization = 7.947666195190948
Path 86 | total_timesteps 1177.
number of affinization with epsilon = 3 is 6
average number of affinization = 7.944915254237288
Path 87 | total_timesteps 1185.
number of affinization with epsilon = 3 is 28
average number of affinization = 7.9732016925246825
Path 88 | total_timesteps 1218.
number of affinization with epsilon = 3 is 8
average number of affinization = 7.973239436619719
Path 89 | total_timesteps 1228.
number of affinization with epsilon = 3 is 15
average number of affinization = 7.9831223628691985
Path 90 | total_timesteps 1244.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.002808988764045
Path 91 | total_timesteps 1271.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.008415147265078
Path 92 | total_timesteps 1285.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.012605042016807
Path 93 | total_timesteps 1297.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.009790209790209
Path 94 | total_timesteps 1307.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.008379888268156
Path 95 | total_timesteps 1316.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.00836820083682
Path 96 | total_timesteps 1325.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.011142061281337
Path 97 | total_timesteps 1337.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.006954102920723
Path 98 | total_timesteps 1347.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.01388888888889
Path 99 | total_timesteps 1362.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.009708737864077
Path 100 | total_timesteps 1369.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.016620498614959
Path 101 | total_timesteps 1385.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.02627939142462
Path 102 | total_timesteps 1402.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.027624309392266
Path 103 | total_timesteps 1414.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.035862068965518
Path 104 | total_timesteps 1431.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.046831955922865
Path 105 | total_timesteps 1452.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.044016506189822
Path 106 | total_timesteps 1461.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.048076923076923
Path 107 | total_timesteps 1475.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.050754458161865
Path 108 | total_timesteps 1486.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.053424657534247
Path 109 | total_timesteps 1497.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.060191518467851
Path 110 | total_timesteps 1512.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.062841530054644
Path 111 | total_timesteps 1523.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.064120054570258
Path 112 | total_timesteps 1535.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.0708446866485
Path 113 | total_timesteps 1550.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.08843537414966
Path 114 | total_timesteps 1576.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.092391304347826
Path 115 | total_timesteps 1590.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.093622795115332
Path 116 | total_timesteps 1601.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.100271002710027
Path 117 | total_timesteps 1619.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.11637347767253
Path 118 | total_timesteps 1640.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.116216216216216
Path 119 | total_timesteps 1650.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.112010796221323
Path 120 | total_timesteps 1656.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.115902964959568
Path 121 | total_timesteps 1669.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.11843876177658
Path 122 | total_timesteps 1680.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.118279569892474
Path 123 | total_timesteps 1690.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.115436241610738
Path 124 | total_timesteps 1697.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.116621983914209
Path 125 | total_timesteps 1708.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.119143239625167
Path 126 | total_timesteps 1721.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.121657754010695
Path 127 | total_timesteps 1734.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.13351134846462
Path 128 | total_timesteps 1753.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.136
Path 129 | total_timesteps 1766.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.138482023968043
Path 130 | total_timesteps 1778.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.136968085106384
Path 131 | total_timesteps 1786.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.146082337317397
Path 132 | total_timesteps 1803.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.145888594164456
Path 133 | total_timesteps 1812.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.144370860927152
Path 134 | total_timesteps 1821.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.153439153439153
Path 135 | total_timesteps 1840.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.163804491413474
Path 136 | total_timesteps 1857.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.16622691292876
Path 137 | total_timesteps 1869.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.168642951251647
Path 138 | total_timesteps 1881.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.175
Path 139 | total_timesteps 1896.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.19053876478318
Path 140 | total_timesteps 1919.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.196850393700787
Path 141 | total_timesteps 1934.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.20707732634338
Path 142 | total_timesteps 1953.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.212041884816754
Path 143 | total_timesteps 1967.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.211764705882352
Path 144 | total_timesteps 1977.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.218015665796345
Path 145 | total_timesteps 1992.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.226857887874838
Path 146 | total_timesteps 2009.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.2265625
Path 147 | total_timesteps 2020.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.237971391417425
Path 148 | total_timesteps 2041.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.245454545454546
Path 149 | total_timesteps 2058.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.250324254215306
Path 150 | total_timesteps 2071.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.262953367875648
Path 151 | total_timesteps 2091.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.265200517464425
Path 152 | total_timesteps 2104.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.263565891472869
Path 153 | total_timesteps 2114.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.28
Path 154 | total_timesteps 2140.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.277061855670103
Path 155 | total_timesteps 2149.
number of affinization with epsilon = 3 is 26
average number of affinization = 8.2998712998713
Path 156 | total_timesteps 2180.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.309768637532134
Path 157 | total_timesteps 2200.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.309370988446727
Path 158 | total_timesteps 2209.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.315384615384616
Path 159 | total_timesteps 2223.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.317541613316262
Path 160 | total_timesteps 2234.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.320971867007673
Path 161 | total_timesteps 2249.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.32567049808429
Path 162 | total_timesteps 2264.
number of affinization with epsilon = 3 is 32
average number of affinization = 8.355867346938776
Path 163 | total_timesteps 2299.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.363057324840764
Path 164 | total_timesteps 2316.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.363867684478372
Path 165 | total_timesteps 2328.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.362134688691233
Path 166 | total_timesteps 2337.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.370558375634518
Path 167 | total_timesteps 2355.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.370088719898606
Path 168 | total_timesteps 2365.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.365822784810126
Path 169 | total_timesteps 2373.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.378002528445005
Path 170 | total_timesteps 2394.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.380050505050505
Path 171 | total_timesteps 2405.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.395964691046657
Path 172 | total_timesteps 2429.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.396725440806046
Path 173 | total_timesteps 2443.
number of affinization with epsilon = 3 is 4
average number of affinization = 8.391194968553458
Path 174 | total_timesteps 2450.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.39572864321608
Path 175 | total_timesteps 2468.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.401505646173149
Path 176 | total_timesteps 2483.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.402255639097744
Path 177 | total_timesteps 2493.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.404255319148936
Path 178 | total_timesteps 2504.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.40375
Path 179 | total_timesteps 2513.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.400749063670412
Path 180 | total_timesteps 2521.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.403990024937656
Path 181 | total_timesteps 2533.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.404732254047323
Path 182 | total_timesteps 2544.
number of affinization with epsilon = 3 is 3
average number of affinization = 8.398009950248756
Path 183 | total_timesteps 2553.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.409937888198758
Path 184 | total_timesteps 2573.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.405707196029777
Path 185 | total_timesteps 2581.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.403965303593557
Path 186 | total_timesteps 2589.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.405940594059405
Path 187 | total_timesteps 2601.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.409147095179234
Path 188 | total_timesteps 2615.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.408641975308642
Path 189 | total_timesteps 2626.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.41553637484587
Path 190 | total_timesteps 2643.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.417487684729064
Path 191 | total_timesteps 2655.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.419434194341944
Path 192 | total_timesteps 2666.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.416461916461916
Path 193 | total_timesteps 2674.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.414723926380368
Path 194 | total_timesteps 2683.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.41299019607843
Path 195 | total_timesteps 2692.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.414932680538556
Path 196 | total_timesteps 2705.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.422982885085574
Path 197 | total_timesteps 2722.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.424908424908425
Path 198 | total_timesteps 2735.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.43658536585366
Path 199 | total_timesteps 2755.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.443361753958587
Path 200 | total_timesteps 2774.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.44647201946472
Path 201 | total_timesteps 2786.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.456865127582017
Path 202 | total_timesteps 2807.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.466019417475728
Path 203 | total_timesteps 2825.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.467878787878789
Path 204 | total_timesteps 2838.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.464891041162227
Path 205 | total_timesteps 2845.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.465538089480049
Path 206 | total_timesteps 2856.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.469806763285025
Path 207 | total_timesteps 2869.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.48854041013269
Path 208 | total_timesteps 2896.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.489156626506023
Path 209 | total_timesteps 2906.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.498194945848375
Path 210 | total_timesteps 2924.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.5
Path 211 | total_timesteps 2936.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.501800720288115
Path 212 | total_timesteps 2947.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.507194244604317
Path 213 | total_timesteps 2963.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.507784431137724
Path 214 | total_timesteps 2977.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.513157894736842
Path 215 | total_timesteps 2993.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.519713261648745
Path 216 | total_timesteps 3009.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.523866348448687
Path 217 | total_timesteps 3025.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.531585220500595
Path 218 | total_timesteps 3045.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.532142857142857
Path 219 | total_timesteps 3057.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.531510107015459
Path 220 | total_timesteps 3068.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.533254156769596
Path 221 | total_timesteps 3081.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.530249110320284
Path 222 | total_timesteps 3090.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.539099526066352
Path 223 | total_timesteps 3108.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.544378698224852
Path 224 | total_timesteps 3123.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.547281323877069
Path 225 | total_timesteps 3135.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.560802833530106
Path 226 | total_timesteps 3157.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.557783018867925
Path 227 | total_timesteps 3165.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.559481743227327
Path 228 | total_timesteps 3179.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.558823529411764
Path 229 | total_timesteps 3189.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.562867215041129
Path 230 | total_timesteps 3205.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.561032863849766
Path 231 | total_timesteps 3215.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.56271981242673
Path 232 | total_timesteps 3227.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.56440281030445
Path 233 | total_timesteps 3240.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.566081871345029
Path 234 | total_timesteps 3253.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.567757009345794
Path 235 | total_timesteps 3266.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.570595099183198
Path 236 | total_timesteps 3278.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.567599067599067
Path 237 | total_timesteps 3288.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.564610011641443
Path 238 | total_timesteps 3296.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.574418604651163
Path 239 | total_timesteps 3317.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.573751451800232
Path 240 | total_timesteps 3327.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.571925754060326
Path 241 | total_timesteps 3338.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.575898030127462
Path 242 | total_timesteps 3352.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.574074074074074
Path 243 | total_timesteps 3361.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.573410404624278
Path 244 | total_timesteps 3370.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.571593533487299
Path 245 | total_timesteps 3379.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.57208765859285
Path 246 | total_timesteps 3389.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.571428571428571
Path 247 | total_timesteps 3400.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.569620253164556
Path 248 | total_timesteps 3408.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.567816091954024
Path 249 | total_timesteps 3416.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.578645235361654
Path 250 | total_timesteps 3436.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.579128440366972
Path 251 | total_timesteps 3450.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.577319587628866
Path 252 | total_timesteps 3459.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.588100686498857
Path 253 | total_timesteps 3478.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.592
Path 254 | total_timesteps 3491.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.591324200913242
Path 255 | total_timesteps 3500.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.591790193842645
Path 256 | total_timesteps 3511.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.59111617312073
Path 257 | total_timesteps 3522.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.592718998862344
Path 258 | total_timesteps 3534.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.590909090909092
Path 259 | total_timesteps 3546.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.590238365493757
Path 260 | total_timesteps 3555.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.59297052154195
Path 261 | total_timesteps 3568.
number of affinization with epsilon = 3 is 21
average number of affinization = 8.607021517553793
Path 262 | total_timesteps 3591.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.616515837104073
Path 263 | total_timesteps 3609.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.624858757062148
Path 264 | total_timesteps 3626.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.62528216704289
Path 265 | total_timesteps 3636.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.622322435174747
Path 266 | total_timesteps 3644.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.623873873873874
Path 267 | total_timesteps 3657.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.620922384701911
Path 268 | total_timesteps 3666.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.63820224719101
Path 269 | total_timesteps 3692.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.637485970819304
Path 270 | total_timesteps 3701.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.640134529147982
Path 271 | total_timesteps 3714.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.647256438969764
Path 272 | total_timesteps 3731.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.651006711409396
Path 273 | total_timesteps 3746.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.651396648044694
Path 274 | total_timesteps 3757.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.651785714285714
Path 275 | total_timesteps 3768.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.65551839464883
Path 276 | total_timesteps 3782.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.660356347438753
Path 277 | total_timesteps 3798.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.664071190211345
Path 278 | total_timesteps 3813.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.67
Path 279 | total_timesteps 3832.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.670366259711432
Path 280 | total_timesteps 3844.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.677383592017739
Path 281 | total_timesteps 3864.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.685492801771872
Path 282 | total_timesteps 3882.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.688053097345133
Path 283 | total_timesteps 3898.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.685082872928177
Path 284 | total_timesteps 3906.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.699779249448124
Path 285 | total_timesteps 3930.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.703417861080485
Path 286 | total_timesteps 3943.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.704845814977974
Path 287 | total_timesteps 3955.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.702970297029703
Path 288 | total_timesteps 3963.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.712087912087911
Path 289 | total_timesteps 3983.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.718990120746433
Path 290 | total_timesteps 4002.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.722587719298245
Path 291 | total_timesteps 4016.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.72289156626506
Path 292 | total_timesteps 4026.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.719912472647703
Path 293 | total_timesteps 4033.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.7224043715847
Path 294 | total_timesteps 4046.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.719432314410481
Path 295 | total_timesteps 4053.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.71864776444929
Path 296 | total_timesteps 4063.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.72004357298475
Path 297 | total_timesteps 4075.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.726877040261153
Path 298 | total_timesteps 4092.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.726086956521739
Path 299 | total_timesteps 4104.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.726384364820847
Path 300 | total_timesteps 4116.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.724511930585683
Path 301 | total_timesteps 4124.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.728060671722643
Path 302 | total_timesteps 4138.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.734848484848484
Path 303 | total_timesteps 4159.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.741621621621622
Path 304 | total_timesteps 4178.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.744060475161987
Path 305 | total_timesteps 4191.
number of affinization with epsilon = 3 is 18
average number of affinization = 8.754045307443366
Path 306 | total_timesteps 4212.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.754310344827585
Path 307 | total_timesteps 4224.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.756727664155006
Path 308 | total_timesteps 4239.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.756989247311829
Path 309 | total_timesteps 4250.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.757250268528464
Path 310 | total_timesteps 4264.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.757510729613735
Path 311 | total_timesteps 4275.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.762057877813504
Path 312 | total_timesteps 4290.
number of affinization with epsilon = 3 is 5
average number of affinization = 8.758029978586723
Path 313 | total_timesteps 4298.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.765775401069519
Path 314 | total_timesteps 4317.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.777777777777779
Path 315 | total_timesteps 4341.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.775880469583779
Path 316 | total_timesteps 4351.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.787846481876333
Path 317 | total_timesteps 4376.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.784877529286476
Path 318 | total_timesteps 4384.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.788297872340426
Path 319 | total_timesteps 4401.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.785334750265674
Path 320 | total_timesteps 4408.
number of affinization with epsilon = 3 is 22
average number of affinization = 8.799363057324841
Path 321 | total_timesteps 4432.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.798515376458113
Path 322 | total_timesteps 4442.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.797669491525424
Path 323 | total_timesteps 4453.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.805291005291005
Path 324 | total_timesteps 4477.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.805496828752643
Path 325 | total_timesteps 4489.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.807814149947202
Path 326 | total_timesteps 4502.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.810126582278482
Path 327 | total_timesteps 4516.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.811380400421497
Path 328 | total_timesteps 4528.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.814736842105264
Path 329 | total_timesteps 4543.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.818086225026288
Path 330 | total_timesteps 4560.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.832983193277311
Path 331 | total_timesteps 4584.
number of affinization with epsilon = 3 is 20
average number of affinization = 8.84470094438615
Path 332 | total_timesteps 4606.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.843815513626835
Path 333 | total_timesteps 4615.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.848167539267015
Path 334 | total_timesteps 4630.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.849372384937238
Path 335 | total_timesteps 4644.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.852664576802507
Path 336 | total_timesteps 4657.
number of affinization with epsilon = 3 is 15
average number of affinization = 8.859081419624218
Path 337 | total_timesteps 4676.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.86444212721585
Path 338 | total_timesteps 4693.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.864583333333334
Path 339 | total_timesteps 4705.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.86576482830385
Path 340 | total_timesteps 4716.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.865904365904365
Path 341 | total_timesteps 4730.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.87123572170301
Path 342 | total_timesteps 4747.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.87136929460581
Path 343 | total_timesteps 4759.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.871502590673575
Path 344 | total_timesteps 4772.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.870600414078675
Path 345 | total_timesteps 4783.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.879007238883144
Path 346 | total_timesteps 4804.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.883264462809917
Path 347 | total_timesteps 4820.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.881320949432405
Path 348 | total_timesteps 4830.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.881443298969073
Path 349 | total_timesteps 4841.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.897013388259527
Path 350 | total_timesteps 4868.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.911522633744855
Path 351 | total_timesteps 4893.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.911613566289825
Path 352 | total_timesteps 4907.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.916837782340862
Path 353 | total_timesteps 4922.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.924102564102563
Path 354 | total_timesteps 4940.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.925204918032787
Path 355 | total_timesteps 4952.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.92835209825998
Path 356 | total_timesteps 4965.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.92638036809816
Path 357 | total_timesteps 4974.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.926455566905005
Path 358 | total_timesteps 4988.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.927551020408163
Path 359 | total_timesteps 5000.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.926605504587156
Path 360 | total_timesteps 5009.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.927698574338086
Path 361 | total_timesteps 5022.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.926754832146491
Path 362 | total_timesteps 5033.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.928861788617887
Path 363 | total_timesteps 5047.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.934010152284264
Path 364 | total_timesteps 5065.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.932048681541582
Path 365 | total_timesteps 5075.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.937183383991895
Path 366 | total_timesteps 5093.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.93421052631579
Path 367 | total_timesteps 5101.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.937310414560162
Path 368 | total_timesteps 5115.
number of affinization with epsilon = 3 is 14
average number of affinization = 8.942424242424243
Path 369 | total_timesteps 5130.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.940464177598386
Path 370 | total_timesteps 5139.
number of affinization with epsilon = 3 is 23
average number of affinization = 8.954637096774194
Path 371 | total_timesteps 5165.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.95166163141994
Path 372 | total_timesteps 5175.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.949698189134809
Path 373 | total_timesteps 5184.
number of affinization with epsilon = 3 is 24
average number of affinization = 8.964824120603016
Path 374 | total_timesteps 5212.
number of affinization with epsilon = 3 is 6
average number of affinization = 8.961847389558233
Path 375 | total_timesteps 5219.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.960882647943832
Path 376 | total_timesteps 5229.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.962925851703407
Path 377 | total_timesteps 5242.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.961961961961961
Path 378 | total_timesteps 5252.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.961
Path 379 | total_timesteps 5264.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.959040959040959
Path 380 | total_timesteps 5272.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.957085828343313
Path 381 | total_timesteps 5283.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.957128614157527
Path 382 | total_timesteps 5294.
number of affinization with epsilon = 3 is 8
average number of affinization = 8.95617529880478
Path 383 | total_timesteps 5303.
number of affinization with epsilon = 3 is 17
average number of affinization = 8.964179104477612
Path 384 | total_timesteps 5323.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.966202783300199
Path 385 | total_timesteps 5336.
number of affinization with epsilon = 3 is 7
average number of affinization = 8.964250248262164
Path 386 | total_timesteps 5345.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.966269841269842
Path 387 | total_timesteps 5357.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.969276511397423
Path 388 | total_timesteps 5370.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.972277227722772
Path 389 | total_timesteps 5384.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.974282888229476
Path 390 | total_timesteps 5396.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.977272727272727
Path 391 | total_timesteps 5409.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.978282329713721
Path 392 | total_timesteps 5423.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.979289940828401
Path 393 | total_timesteps 5436.
number of affinization with epsilon = 3 is 16
average number of affinization = 8.986206896551725
Path 394 | total_timesteps 5453.
number of affinization with epsilon = 3 is 13
average number of affinization = 8.990157480314961
Path 395 | total_timesteps 5468.
number of affinization with epsilon = 3 is 10
average number of affinization = 8.991150442477876
Path 396 | total_timesteps 5481.
number of affinization with epsilon = 3 is 12
average number of affinization = 8.99410609037328
Path 397 | total_timesteps 5496.
number of affinization with epsilon = 3 is 9
average number of affinization = 8.994111874386654
Path 398 | total_timesteps 5507.
number of affinization with epsilon = 3 is 11
average number of affinization = 8.996078431372549
Path 399 | total_timesteps 5521.
number of affinization with epsilon = 3 is 29
average number of affinization = 9.015670910871695
Path 400 | total_timesteps 5554.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.01174168297456
Path 401 | total_timesteps 5563.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.014662756598241
Path 402 | total_timesteps 5578.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.0185546875
Path 403 | total_timesteps 5595.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.019512195121951
Path 404 | total_timesteps 5607.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.015594541910332
Path 405 | total_timesteps 5616.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.018500486854917
Path 406 | total_timesteps 5630.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.018482490272374
Path 407 | total_timesteps 5643.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.024295432458699
Path 408 | total_timesteps 5661.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.020388349514564
Path 409 | total_timesteps 5670.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.023278370514063
Path 410 | total_timesteps 5684.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.031007751937985
Path 411 | total_timesteps 5706.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.02807357212004
Path 412 | total_timesteps 5714.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.027079303675048
Path 413 | total_timesteps 5724.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.02415458937198
Path 414 | total_timesteps 5731.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.024131274131275
Path 415 | total_timesteps 5744.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.029893924783028
Path 416 | total_timesteps 5761.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.034682080924856
Path 417 | total_timesteps 5776.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.043310875842156
Path 418 | total_timesteps 5795.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.050961538461538
Path 419 | total_timesteps 5813.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.050912584053794
Path 420 | total_timesteps 5824.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.055662188099808
Path 421 | total_timesteps 5840.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.054650047938638
Path 422 | total_timesteps 5850.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.056513409961687
Path 423 | total_timesteps 5863.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.055502392344497
Path 424 | total_timesteps 5872.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.068833652007648
Path 425 | total_timesteps 5898.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.069723018147087
Path 426 | total_timesteps 5910.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.079198473282442
Path 427 | total_timesteps 5930.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.081982840800762
Path 428 | total_timesteps 5945.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.081904761904761
Path 429 | total_timesteps 5957.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.08277830637488
Path 430 | total_timesteps 5970.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.079847908745247
Path 431 | total_timesteps 5978.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.081671415004749
Path 432 | total_timesteps 5991.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.08349146110057
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.17    |
| Iteration     | 1        |
| MaximumReturn | 2.77     |
| MinimumReturn | -20.9    |
| TotalSamples  | 12019    |
----------------------------
itr #2 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.2986713945865631
Validation loss = 0.2931745946407318
Validation loss = 0.31635797023773193
Validation loss = 0.3048013150691986
Validation loss = 0.3135623037815094
Validation loss = 0.30996039509773254
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.2965156137943268
Validation loss = 0.29834988713264465
Validation loss = 0.3306003212928772
Validation loss = 0.30765366554260254
Validation loss = 0.33851972222328186
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 = 9.087203791469195
Path 1 | total_timesteps 15.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.088068181818182
Path 2 | total_timesteps 27.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.089877010406811
Path 3 | total_timesteps 39.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.085066162570888
Path 4 | total_timesteps 45.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.084041548630784
Path 5 | total_timesteps 55.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.081132075471698
Path 6 | total_timesteps 63.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.080113100848257
Path 7 | total_timesteps 73.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.081920903954803
Path 8 | total_timesteps 88.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.077140169332079
Path 9 | total_timesteps 96.
number of affinization with epsilon = 3 is 28
average number of affinization = 9.094924812030076
Path 10 | total_timesteps 127.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.092957746478874
Path 11 | total_timesteps 135.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.090994371482177
Path 12 | total_timesteps 144.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.093720712277413
Path 13 | total_timesteps 161.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.096441947565543
Path 14 | total_timesteps 177.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.09354536950421
Path 15 | total_timesteps 184.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.101869158878504
Path 16 | total_timesteps 206.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.103641456582633
Path 17 | total_timesteps 218.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.102611940298507
Path 18 | total_timesteps 228.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.105312208760484
Path 19 | total_timesteps 242.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.109869646182496
Path 20 | total_timesteps 257.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.11906976744186
Path 21 | total_timesteps 283.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.116171003717472
Path 22 | total_timesteps 291.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.118848653667595
Path 23 | total_timesteps 307.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.117810760667904
Path 24 | total_timesteps 318.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.115848007414272
Path 25 | total_timesteps 326.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.11574074074074
Path 26 | total_timesteps 336.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.114708603145235
Path 27 | total_timesteps 345.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.115526802218115
Path 28 | total_timesteps 356.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.115420129270545
Path 29 | total_timesteps 367.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.119926199261993
Path 30 | total_timesteps 382.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.129032258064516
Path 31 | total_timesteps 404.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.136279926335176
Path 32 | total_timesteps 422.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.135234590616376
Path 33 | total_timesteps 431.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.135110294117647
Path 34 | total_timesteps 444.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.138659320477503
Path 35 | total_timesteps 461.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.138532110091743
Path 36 | total_timesteps 471.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.142071494042163
Path 37 | total_timesteps 487.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.141941391941392
Path 38 | total_timesteps 499.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.142726440988106
Path 39 | total_timesteps 510.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.139853747714808
Path 40 | total_timesteps 520.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.142465753424657
Path 41 | total_timesteps 534.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.14507299270073
Path 42 | total_timesteps 547.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.151321786690975
Path 43 | total_timesteps 564.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.158469945355192
Path 44 | total_timesteps 582.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.168334849863513
Path 45 | total_timesteps 605.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.171818181818182
Path 46 | total_timesteps 621.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.1716621253406
Path 47 | total_timesteps 632.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.174228675136115
Path 48 | total_timesteps 646.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.174070716228467
Path 49 | total_timesteps 656.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.17481884057971
Path 50 | total_timesteps 668.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.171945701357465
Path 51 | total_timesteps 678.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.169077757685352
Path 52 | total_timesteps 687.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.168021680216802
Path 53 | total_timesteps 697.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.166064981949459
Path 54 | total_timesteps 707.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.169522091974752
Path 55 | total_timesteps 722.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.169369369369369
Path 56 | total_timesteps 733.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.168316831683168
Path 57 | total_timesteps 742.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.16996402877698
Path 58 | total_timesteps 756.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.171608265947889
Path 59 | total_timesteps 768.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.170556552962298
Path 60 | total_timesteps 777.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.167713004484305
Path 61 | total_timesteps 784.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.168458781362007
Path 62 | total_timesteps 797.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.166517457475381
Path 63 | total_timesteps 806.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.166368515205724
Path 64 | total_timesteps 816.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.168900804289544
Path 65 | total_timesteps 829.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.167857142857143
Path 66 | total_timesteps 838.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.168599464763604
Path 67 | total_timesteps 853.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.170231729055258
Path 68 | total_timesteps 867.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.172751558325913
Path 69 | total_timesteps 880.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.171708185053381
Path 70 | total_timesteps 889.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.173333333333334
Path 71 | total_timesteps 904.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.176731793960924
Path 72 | total_timesteps 921.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.179236912156167
Path 73 | total_timesteps 935.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.182624113475176
Path 74 | total_timesteps 950.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.180690876882197
Path 75 | total_timesteps 960.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.17787610619469
Path 76 | total_timesteps 969.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.177718832891246
Path 77 | total_timesteps 982.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.175795053003533
Path 78 | total_timesteps 991.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.174757281553399
Path 79 | total_timesteps 1002.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.175485008818342
Path 80 | total_timesteps 1014.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.17180616740088
Path 81 | total_timesteps 1020.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.169014084507042
Path 82 | total_timesteps 1029.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.167985927880387
Path 83 | total_timesteps 1040.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.167838312829526
Path 84 | total_timesteps 1052.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.16593503072871
Path 85 | total_timesteps 1060.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.169298245614035
Path 86 | total_timesteps 1075.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.17353198948291
Path 87 | total_timesteps 1092.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.183887915936953
Path 88 | total_timesteps 1115.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.185476815398076
Path 89 | total_timesteps 1129.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.19493006993007
Path 90 | total_timesteps 1152.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.195633187772925
Path 91 | total_timesteps 1164.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.198080279232112
Path 92 | total_timesteps 1179.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.196163905841326
Path 93 | total_timesteps 1187.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.19773519163763
Path 94 | total_timesteps 1200.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.202785030461271
Path 95 | total_timesteps 1217.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.204347826086957
Path 96 | total_timesteps 1230.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.209383145091225
Path 97 | total_timesteps 1248.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.214409722222221
Path 98 | total_timesteps 1266.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.215091066782307
Path 99 | total_timesteps 1277.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.214904679376083
Path 100 | total_timesteps 1287.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.223376623376623
Path 101 | total_timesteps 1310.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.222318339100346
Path 102 | total_timesteps 1320.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.223854796888505
Path 103 | total_timesteps 1334.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.221934369602764
Path 104 | total_timesteps 1343.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.220017256255392
Path 105 | total_timesteps 1352.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.219827586206897
Path 106 | total_timesteps 1362.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.22652885443583
Path 107 | total_timesteps 1381.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.225473321858864
Path 108 | total_timesteps 1390.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.224419604471196
Path 109 | total_timesteps 1399.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.220790378006873
Path 110 | total_timesteps 1407.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.225751072961373
Path 111 | total_timesteps 1424.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.225557461406519
Path 112 | total_timesteps 1436.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.224507283633248
Path 113 | total_timesteps 1446.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.224315068493151
Path 114 | total_timesteps 1456.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.229255774165955
Path 115 | total_timesteps 1474.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.225641025641025
Path 116 | total_timesteps 1482.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.228864218616566
Path 117 | total_timesteps 1500.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.231228668941979
Path 118 | total_timesteps 1514.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.232736572890026
Path 119 | total_timesteps 1530.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.233390119250426
Path 120 | total_timesteps 1543.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.236595744680852
Path 121 | total_timesteps 1558.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.23469387755102
Path 122 | total_timesteps 1567.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.236193712829227
Path 123 | total_timesteps 1580.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.233446519524618
Path 124 | total_timesteps 1587.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.238337574215437
Path 125 | total_timesteps 1604.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.235593220338982
Path 126 | total_timesteps 1613.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.23454699407282
Path 127 | total_timesteps 1625.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.236886632825719
Path 128 | total_timesteps 1639.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.239222316145392
Path 129 | total_timesteps 1652.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.243243243243244
Path 130 | total_timesteps 1668.
number of affinization with epsilon = 3 is 3
average number of affinization = 9.237974683544303
Path 131 | total_timesteps 1675.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.236930860033727
Path 132 | total_timesteps 1685.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.233361415332771
Path 133 | total_timesteps 1693.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.235690235690235
Path 134 | total_timesteps 1707.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.234650967199327
Path 135 | total_timesteps 1717.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.230252100840335
Path 136 | total_timesteps 1724.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.232577665827035
Path 137 | total_timesteps 1737.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.23238255033557
Path 138 | total_timesteps 1748.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.235540653813915
Path 139 | total_timesteps 1762.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.238693467336683
Path 140 | total_timesteps 1777.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.241004184100419
Path 141 | total_timesteps 1791.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.23913043478261
Path 142 | total_timesteps 1800.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.24310776942356
Path 143 | total_timesteps 1815.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.253756260434058
Path 144 | total_timesteps 1838.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.253544620517097
Path 145 | total_timesteps 1850.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.255
Path 146 | total_timesteps 1862.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.256452955870108
Path 147 | total_timesteps 1875.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.257071547420965
Path 148 | total_timesteps 1887.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.261014131338321
Path 149 | total_timesteps 1903.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.261627906976743
Path 150 | total_timesteps 1914.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.258091286307055
Path 151 | total_timesteps 1922.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.259535655058043
Path 152 | total_timesteps 1935.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.256006628003314
Path 153 | total_timesteps 1942.
number of affinization with epsilon = 3 is 28
average number of affinization = 9.271523178807946
Path 154 | total_timesteps 1974.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.272952853598015
Path 155 | total_timesteps 1987.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.274380165289257
Path 156 | total_timesteps 1999.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.279933938893477
Path 157 | total_timesteps 2016.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.283828382838283
Path 158 | total_timesteps 2031.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.282769991755977
Path 159 | total_timesteps 2041.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.285831960461286
Path 160 | total_timesteps 2055.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.29053497942387
Path 161 | total_timesteps 2072.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.289473684210526
Path 162 | total_timesteps 2082.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.28923582580115
Path 163 | total_timesteps 2092.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.29064039408867
Path 164 | total_timesteps 2104.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.287120590648072
Path 165 | total_timesteps 2112.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.287704918032787
Path 166 | total_timesteps 2124.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.288288288288289
Path 167 | total_timesteps 2136.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.287234042553191
Path 168 | total_timesteps 2148.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.286999182338512
Path 169 | total_timesteps 2159.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.28921568627451
Path 170 | total_timesteps 2174.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.291428571428572
Path 171 | total_timesteps 2188.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.292006525285482
Path 172 | total_timesteps 2201.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.297473512632436
Path 173 | total_timesteps 2220.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.295602605863191
Path 174 | total_timesteps 2229.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.295362082994304
Path 175 | total_timesteps 2240.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.295934959349594
Path 176 | total_timesteps 2251.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.29813160032494
Path 177 | total_timesteps 2265.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.297077922077921
Path 178 | total_timesteps 2275.
number of affinization with epsilon = 3 is 32
average number of affinization = 9.315490673154907
Path 179 | total_timesteps 2310.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.317666126418152
Path 180 | total_timesteps 2323.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.31578947368421
Path 181 | total_timesteps 2332.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.315533980582524
Path 182 | total_timesteps 2343.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.315278900565886
Path 183 | total_timesteps 2354.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.319870759289175
Path 184 | total_timesteps 2374.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.32041969330105
Path 185 | total_timesteps 2386.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.320967741935483
Path 186 | total_timesteps 2398.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.31829170024174
Path 187 | total_timesteps 2407.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.318840579710145
Path 188 | total_timesteps 2418.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.321802091713597
Path 189 | total_timesteps 2432.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.32315112540193
Path 190 | total_timesteps 2447.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.320481927710844
Path 191 | total_timesteps 2455.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.318619582664526
Path 192 | total_timesteps 2464.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.315958299919808
Path 193 | total_timesteps 2472.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.319711538461538
Path 194 | total_timesteps 2488.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.31945556445156
Path 195 | total_timesteps 2499.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.3152
Path 196 | total_timesteps 2507.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.315747402078337
Path 197 | total_timesteps 2519.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.31629392971246
Path 198 | total_timesteps 2530.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.315243415802074
Path 199 | total_timesteps 2539.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.313397129186603
Path 200 | total_timesteps 2550.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.313147410358566
Path 201 | total_timesteps 2560.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.311305732484076
Path 202 | total_timesteps 2570.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.308671439936356
Path 203 | total_timesteps 2577.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.308426073131956
Path 204 | total_timesteps 2590.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.312152501985702
Path 205 | total_timesteps 2605.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.308730158730159
Path 206 | total_timesteps 2612.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.314036478984933
Path 207 | total_timesteps 2632.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.310618066561014
Path 208 | total_timesteps 2639.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.315914489311163
Path 209 | total_timesteps 2658.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.317246835443038
Path 210 | total_timesteps 2672.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.321739130434782
Path 211 | total_timesteps 2688.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.325434439178515
Path 212 | total_timesteps 2705.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.328334648776638
Path 213 | total_timesteps 2719.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.32570977917981
Path 214 | total_timesteps 2727.
number of affinization with epsilon = 3 is 30
average number of affinization = 9.34200157604413
Path 215 | total_timesteps 2762.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.34015748031496
Path 216 | total_timesteps 2770.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.341463414634147
Path 217 | total_timesteps 2782.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.339622641509434
Path 218 | total_timesteps 2791.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.340141398271799
Path 219 | total_timesteps 2803.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.342229199372056
Path 220 | total_timesteps 2817.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.345098039215687
Path 221 | total_timesteps 2831.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.345611285266457
Path 222 | total_timesteps 2845.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.348472983555208
Path 223 | total_timesteps 2859.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.348982785602503
Path 224 | total_timesteps 2872.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.348709929632525
Path 225 | total_timesteps 2882.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.346875
Path 226 | total_timesteps 2891.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.349726775956285
Path 227 | total_timesteps 2907.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.349453978159126
Path 228 | total_timesteps 2920.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.348402182385035
Path 229 | total_timesteps 2930.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.345794392523365
Path 230 | total_timesteps 2937.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.347081712062257
Path 231 | total_timesteps 2949.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.343701399688959
Path 232 | total_timesteps 2956.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.342657342657343
Path 233 | total_timesteps 2967.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.350931677018634
Path 234 | total_timesteps 2989.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.34988363072149
Path 235 | total_timesteps 2999.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.348837209302326
Path 236 | total_timesteps 3008.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.350116189000774
Path 237 | total_timesteps 3020.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.34829721362229
Path 238 | total_timesteps 3031.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.34725444702243
Path 239 | total_timesteps 3041.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.347758887171562
Path 240 | total_timesteps 3052.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.347490347490348
Path 241 | total_timesteps 3063.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.346450617283951
Path 242 | total_timesteps 3074.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.345412490362374
Path 243 | total_timesteps 3083.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.344375963020031
Path 244 | total_timesteps 3094.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.344880677444188
Path 245 | total_timesteps 3105.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.342307692307692
Path 246 | total_timesteps 3114.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.342813220599538
Path 247 | total_timesteps 3126.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.344854070660523
Path 248 | total_timesteps 3141.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.342287029930928
Path 249 | total_timesteps 3148.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.342791411042946
Path 250 | total_timesteps 3159.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.3455938697318
Path 251 | total_timesteps 3175.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.346094946401225
Path 252 | total_timesteps 3189.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.346595256312165
Path 253 | total_timesteps 3201.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.344801223241591
Path 254 | total_timesteps 3209.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.3475935828877
Path 255 | total_timesteps 3223.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.34732824427481
Path 256 | total_timesteps 3234.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.348588863463005
Path 257 | total_timesteps 3246.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.349085365853659
Path 258 | total_timesteps 3258.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.350342726580351
Path 259 | total_timesteps 3270.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.356925418569254
Path 260 | total_timesteps 3289.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.355893536121673
Path 261 | total_timesteps 3299.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.355623100303951
Path 262 | total_timesteps 3309.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.356112376613515
Path 263 | total_timesteps 3321.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.358118361153263
Path 264 | total_timesteps 3336.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.359363153904473
Path 265 | total_timesteps 3350.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.366666666666667
Path 266 | total_timesteps 3371.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.366389099167298
Path 267 | total_timesteps 3383.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.366111951588502
Path 268 | total_timesteps 3393.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.36583522297808
Path 269 | total_timesteps 3403.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.373867069486405
Path 270 | total_timesteps 3428.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.376603773584906
Path 271 | total_timesteps 3444.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.374811463046758
Path 272 | total_timesteps 3452.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.379050489826676
Path 273 | total_timesteps 3471.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.378765060240964
Path 274 | total_timesteps 3481.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.378480060195637
Path 275 | total_timesteps 3491.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.376691729323309
Path 276 | total_timesteps 3500.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.37565740045079
Path 277 | total_timesteps 3510.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.376126126126126
Path 278 | total_timesteps 3523.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.376594148537134
Path 279 | total_timesteps 3534.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.37631184407796
Path 280 | total_timesteps 3547.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.376029962546816
Path 281 | total_timesteps 3560.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.377245508982035
Path 282 | total_timesteps 3572.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.382946896035902
Path 283 | total_timesteps 3595.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.381913303437967
Path 284 | total_timesteps 3604.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.382374906646751
Path 285 | total_timesteps 3617.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.385820895522388
Path 286 | total_timesteps 3632.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.387770320656227
Path 287 | total_timesteps 3646.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.385245901639344
Path 288 | total_timesteps 3655.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.38868205510052
Path 289 | total_timesteps 3670.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.389880952380953
Path 290 | total_timesteps 3683.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.39182156133829
Path 291 | total_timesteps 3697.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.393016344725112
Path 292 | total_timesteps 3709.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.39940608760208
Path 293 | total_timesteps 3731.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.398367952522255
Path 294 | total_timesteps 3741.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.398813936249073
Path 295 | total_timesteps 3753.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.398518518518518
Path 296 | total_timesteps 3763.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.400444115470021
Path 297 | total_timesteps 3778.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.399408284023668
Path 298 | total_timesteps 3788.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.397634885439764
Path 299 | total_timesteps 3798.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.401772525849335
Path 300 | total_timesteps 3815.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.401476014760147
Path 301 | total_timesteps 3829.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.398230088495575
Path 302 | total_timesteps 3837.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.398673544583641
Path 303 | total_timesteps 3849.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.40500736377025
Path 304 | total_timesteps 3869.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.40691685062546
Path 305 | total_timesteps 3884.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.406617647058823
Path 306 | total_timesteps 3896.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.40558412931668
Path 307 | total_timesteps 3906.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.406754772393539
Path 308 | total_timesteps 3918.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.403521643433603
Path 309 | total_timesteps 3925.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.406891495601172
Path 310 | total_timesteps 3941.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.40952380952381
Path 311 | total_timesteps 3955.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.411420204978038
Path 312 | total_timesteps 3969.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.410387710314557
Path 313 | total_timesteps 3978.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.407163742690058
Path 314 | total_timesteps 3986.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.407596785975164
Path 315 | total_timesteps 3998.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.406569343065694
Path 316 | total_timesteps 4007.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.406272793581328
Path 317 | total_timesteps 4018.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.408163265306122
Path 318 | total_timesteps 4031.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.407137654770576
Path 319 | total_timesteps 4040.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.406113537117903
Path 320 | total_timesteps 4052.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.404363636363636
Path 321 | total_timesteps 4061.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.402616279069768
Path 322 | total_timesteps 4070.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.405954974582425
Path 323 | total_timesteps 4085.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.415820029027577
Path 324 | total_timesteps 4110.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.41841914430747
Path 325 | total_timesteps 4125.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.423913043478262
Path 326 | total_timesteps 4143.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.425778421433744
Path 327 | total_timesteps 4162.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.424023154848046
Path 328 | total_timesteps 4170.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.424439624005785
Path 329 | total_timesteps 4181.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.421965317919074
Path 330 | total_timesteps 4190.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.421660649819495
Path 331 | total_timesteps 4200.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.419191919191919
Path 332 | total_timesteps 4209.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.418889689978371
Path 333 | total_timesteps 4220.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.422190201729107
Path 334 | total_timesteps 4236.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.420446364290857
Path 335 | total_timesteps 4244.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.418705035971223
Path 336 | total_timesteps 4252.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.422717469446441
Path 337 | total_timesteps 4270.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.422413793103448
Path 338 | total_timesteps 4282.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.424264178033022
Path 339 | total_timesteps 4296.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.423959827833572
Path 340 | total_timesteps 4308.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.421505376344086
Path 341 | total_timesteps 4316.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.420487106017193
Path 342 | total_timesteps 4326.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.426628489620615
Path 343 | total_timesteps 4347.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.427753934191703
Path 344 | total_timesteps 4361.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.43531093638313
Path 345 | total_timesteps 4385.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.434285714285714
Path 346 | total_timesteps 4395.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.437544610992148
Path 347 | total_timesteps 4412.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.436519258202567
Path 348 | total_timesteps 4421.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.438346400570207
Path 349 | total_timesteps 4436.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.447293447293447
Path 350 | total_timesteps 4462.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.452669039145908
Path 351 | total_timesteps 4480.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.455903271692746
Path 352 | total_timesteps 4500.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.456289978678038
Path 353 | total_timesteps 4514.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.455255681818182
Path 354 | total_timesteps 4524.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.452803406671398
Path 355 | total_timesteps 4533.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.448936170212766
Path 356 | total_timesteps 4540.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.454996456413891
Path 357 | total_timesteps 4559.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.454674220963172
Path 358 | total_timesteps 4571.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.454352441613588
Path 359 | total_timesteps 4581.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.454031117397454
Path 360 | total_timesteps 4593.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.453003533568905
Path 361 | total_timesteps 4604.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.451271186440678
Path 362 | total_timesteps 4613.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.44954128440367
Path 363 | total_timesteps 4621.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.44851904090268
Path 364 | total_timesteps 4630.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.447498238195912
Path 365 | total_timesteps 4640.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.452112676056338
Path 366 | total_timesteps 4657.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.451794510907812
Path 367 | total_timesteps 4667.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.450773558368494
Path 368 | total_timesteps 4676.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.449051300070273
Path 369 | total_timesteps 4684.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.450842696629213
Path 370 | total_timesteps 4699.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.449122807017543
Path 371 | total_timesteps 4708.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.448807854137447
Path 372 | total_timesteps 4718.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.446391030133146
Path 373 | total_timesteps 4727.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.446778711484594
Path 374 | total_timesteps 4739.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.447865640307908
Path 375 | total_timesteps 4753.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.453146853146853
Path 376 | total_timesteps 4772.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.452830188679245
Path 377 | total_timesteps 4784.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.456005586592179
Path 378 | total_timesteps 4802.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.45847871598046
Path 379 | total_timesteps 4816.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.458856345885634
Path 380 | total_timesteps 4828.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.457839721254356
Path 381 | total_timesteps 4837.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.456128133704736
Path 382 | total_timesteps 4848.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.455810716771051
Path 383 | total_timesteps 4860.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.45827538247566
Path 384 | total_timesteps 4876.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.459346768589299
Path 385 | total_timesteps 4890.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.456944444444444
Path 386 | total_timesteps 4897.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.458709229701595
Path 387 | total_timesteps 4910.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.457697642163662
Path 388 | total_timesteps 4919.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.460152460152461
Path 389 | total_timesteps 4935.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.466759002770083
Path 390 | total_timesteps 4955.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.474740484429066
Path 391 | total_timesteps 4978.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.472337482710927
Path 392 | total_timesteps 4988.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.470628887353145
Path 393 | total_timesteps 4996.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.473066298342541
Path 394 | total_timesteps 5010.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.470669427191167
Path 395 | total_timesteps 5019.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.468275862068966
Path 396 | total_timesteps 5027.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.465196416264645
Path 397 | total_timesteps 5034.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.47038567493113
Path 398 | total_timesteps 5053.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.468685478320715
Path 399 | total_timesteps 5063.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.473177441540578
Path 400 | total_timesteps 5084.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.476288659793815
Path 401 | total_timesteps 5099.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.486263736263735
Path 402 | total_timesteps 5124.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.483870967741936
Path 403 | total_timesteps 5131.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.484224965706447
Path 404 | total_timesteps 5145.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.485949280328992
Path 405 | total_timesteps 5158.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.487671232876712
Path 406 | total_timesteps 5172.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.486652977412732
Path 407 | total_timesteps 5181.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.487004103967168
Path 408 | total_timesteps 5192.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.487354750512646
Path 409 | total_timesteps 5203.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.492486338797814
Path 410 | total_timesteps 5222.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.490784982935153
Path 411 | total_timesteps 5232.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.497271487039564
Path 412 | total_timesteps 5253.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.494887525562373
Path 413 | total_timesteps 5260.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.493869209809265
Path 414 | total_timesteps 5270.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.49489448604493
Path 415 | total_timesteps 5283.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.492517006802721
Path 416 | total_timesteps 5290.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.494221617946975
Path 417 | total_timesteps 5304.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.494565217391305
Path 418 | total_timesteps 5315.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.496266123557366
Path 419 | total_timesteps 5328.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.49864314789688
Path 420 | total_timesteps 5342.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.496949152542372
Path 421 | total_timesteps 5352.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.496612466124661
Path 422 | total_timesteps 5362.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.49627623561273
Path 423 | total_timesteps 5372.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.497293640054128
Path 424 | total_timesteps 5384.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.496957403651116
Path 425 | total_timesteps 5394.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.495945945945946
Path 426 | total_timesteps 5404.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.49426063470628
Path 427 | total_timesteps 5413.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.494601889338732
Path 428 | total_timesteps 5426.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.494942683749157
Path 429 | total_timesteps 5439.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.497978436657682
Path 430 | total_timesteps 5456.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.4989898989899
Path 431 | total_timesteps 5468.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.5
Path 432 | total_timesteps 5482.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.496973772696705
Path 433 | total_timesteps 5489.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.495967741935484
Path 434 | total_timesteps 5499.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.496306245802552
Path 435 | total_timesteps 5512.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.49463087248322
Path 436 | total_timesteps 5521.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.49496981891348
Path 437 | total_timesteps 5533.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.496648793565683
Path 438 | total_timesteps 5546.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.499665103817817
Path 439 | total_timesteps 5563.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.49665327978581
Path 440 | total_timesteps 5570.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.494314381270904
Path 441 | total_timesteps 5578.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.494652406417112
Path 442 | total_timesteps 5589.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.49632598530394
Path 443 | total_timesteps 5605.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.494659546061415
Path 444 | total_timesteps 5613.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.492328218812542
Path 445 | total_timesteps 5621.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.490666666666666
Path 446 | total_timesteps 5630.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.488341105929381
Path 447 | total_timesteps 5637.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.489347536617842
Path 448 | total_timesteps 5651.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.489021956087825
Path 449 | total_timesteps 5662.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.488696808510639
Path 450 | total_timesteps 5673.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.490365448504983
Path 451 | total_timesteps 5686.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.49003984063745
Path 452 | total_timesteps 5696.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.49236894492369
Path 453 | total_timesteps 5711.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.492705570291777
Path 454 | total_timesteps 5722.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.491053677932406
Path 455 | total_timesteps 5731.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.487417218543046
Path 456 | total_timesteps 5738.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.487756452680344
Path 457 | total_timesteps 5749.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.486772486772487
Path 458 | total_timesteps 5758.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.485789821546597
Path 459 | total_timesteps 5769.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.48546895640687
Path 460 | total_timesteps 5781.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.484488448844884
Path 461 | total_timesteps 5791.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.484168865435356
Path 462 | total_timesteps 5801.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.483190507580751
Path 463 | total_timesteps 5810.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.481554677206852
Path 464 | total_timesteps 5818.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.47926267281106
Path 465 | total_timesteps 5826.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.47828947368421
Path 466 | total_timesteps 5837.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.479289940828401
Path 467 | total_timesteps 5855.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.477660972404731
Path 468 | total_timesteps 5864.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.478660538411031
Path 469 | total_timesteps 5877.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.478346456692913
Path 470 | total_timesteps 5887.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.477377049180328
Path 471 | total_timesteps 5898.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.479685452162517
Path 472 | total_timesteps 5912.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.483300589390963
Path 473 | total_timesteps 5928.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.482984293193716
Path 474 | total_timesteps 5940.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.48528449967299
Path 475 | total_timesteps 5954.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.48562091503268
Path 476 | total_timesteps 5965.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.484650555192685
Path 477 | total_timesteps 5974.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.482375979112271
Path 478 | total_timesteps 5984.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.484018264840183
Path 479 | total_timesteps 5997.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.483702737940026
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.62    |
| Iteration     | 2        |
| MaximumReturn | 0.336    |
| MinimumReturn | -19.1    |
| TotalSamples  | 16024    |
----------------------------
itr #3 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.29035264253616333
Validation loss = 0.29994797706604004
Validation loss = 0.30507439374923706
Validation loss = 0.3046550750732422
Validation loss = 0.3126276731491089
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.28908872604370117
Validation loss = 0.30044060945510864
Validation loss = 0.3110150396823883
Validation loss = 0.3061169385910034
Validation loss = 0.32620465755462646
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 = 9.482084690553746
Path 1 | total_timesteps 10.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.484375
Path 2 | total_timesteps 25.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.482758620689655
Path 3 | total_timesteps 34.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.482444733420026
Path 4 | total_timesteps 48.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.480181936322287
Path 5 | total_timesteps 56.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.481168831168832
Path 6 | total_timesteps 68.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.483452303698897
Path 7 | total_timesteps 84.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.481841763942931
Path 8 | total_timesteps 92.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.480233311730395
Path 9 | total_timesteps 100.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.477331606217616
Path 10 | total_timesteps 106.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.476375404530744
Path 11 | total_timesteps 115.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.476067270375161
Path 12 | total_timesteps 125.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.4770523594053
Path 13 | total_timesteps 137.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.47545219638243
Path 14 | total_timesteps 146.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.474499677211105
Path 15 | total_timesteps 155.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.473548387096773
Path 16 | total_timesteps 164.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.471953578336556
Path 17 | total_timesteps 173.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.471005154639176
Path 18 | total_timesteps 183.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.475209272376047
Path 19 | total_timesteps 201.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.474259974259974
Path 20 | total_timesteps 211.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.47395498392283
Path 21 | total_timesteps 221.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.473650385604113
Path 22 | total_timesteps 231.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.475272960822094
Path 23 | total_timesteps 245.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.474967907573813
Path 24 | total_timesteps 256.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.473380372033354
Path 25 | total_timesteps 264.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.47051282051282
Path 26 | total_timesteps 271.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.469570787956439
Path 27 | total_timesteps 280.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.468629961587707
Path 28 | total_timesteps 289.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.470249520153551
Path 29 | total_timesteps 305.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.468030690537084
Path 30 | total_timesteps 312.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.468370607028755
Path 31 | total_timesteps 324.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.469348659003831
Path 32 | total_timesteps 338.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.469049138481175
Path 33 | total_timesteps 350.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.472576530612244
Path 34 | total_timesteps 369.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.475462077756532
Path 35 | total_timesteps 386.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.478980891719745
Path 36 | total_timesteps 405.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.480585614258434
Path 37 | total_timesteps 419.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.482188295165395
Path 38 | total_timesteps 432.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.479338842975206
Path 39 | total_timesteps 439.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.476493011435831
Path 40 | total_timesteps 446.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.477460317460318
Path 41 | total_timesteps 459.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.479060913705585
Path 42 | total_timesteps 472.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.479391249207355
Path 43 | total_timesteps 484.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.481622306717364
Path 44 | total_timesteps 498.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.482583913869538
Path 45 | total_timesteps 511.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.481645569620254
Path 46 | total_timesteps 520.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.482605945604048
Path 47 | total_timesteps 534.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.483565107458913
Path 48 | total_timesteps 546.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.482627921667719
Path 49 | total_timesteps 555.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.479166666666666
Path 50 | total_timesteps 561.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.479495268138802
Path 51 | total_timesteps 572.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.47982345523329
Path 52 | total_timesteps 585.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.48456206679269
Path 53 | total_timesteps 604.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.483627204030226
Path 54 | total_timesteps 614.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.486469477658906
Path 55 | total_timesteps 629.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.486163522012578
Path 56 | total_timesteps 641.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.483972344437461
Path 57 | total_timesteps 650.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.484924623115578
Path 58 | total_timesteps 662.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.487131198995606
Path 59 | total_timesteps 678.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.485570890840652
Path 60 | total_timesteps 687.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.489028213166144
Path 61 | total_timesteps 705.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.487468671679197
Path 62 | total_timesteps 713.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.487163431433938
Path 63 | total_timesteps 723.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.484355444305383
Path 64 | total_timesteps 733.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.492182614133833
Path 65 | total_timesteps 757.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.489375
Path 66 | total_timesteps 765.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.48782011242973
Path 67 | total_timesteps 776.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.490012484394507
Path 68 | total_timesteps 790.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.489082969432314
Path 69 | total_timesteps 802.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.492518703241895
Path 70 | total_timesteps 819.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.497196261682243
Path 71 | total_timesteps 838.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.49626400996264
Path 72 | total_timesteps 850.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.502177971375234
Path 73 | total_timesteps 872.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.498756218905474
Path 74 | total_timesteps 879.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.497203231821008
Path 75 | total_timesteps 889.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.499378881987578
Path 76 | total_timesteps 903.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.497827436374923
Path 77 | total_timesteps 911.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.499379652605459
Path 78 | total_timesteps 924.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.499070055796652
Path 79 | total_timesteps 936.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.49814126394052
Path 80 | total_timesteps 945.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.496594427244583
Path 81 | total_timesteps 954.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.495049504950495
Path 82 | total_timesteps 963.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.492888064316636
Path 83 | total_timesteps 972.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.498145859085291
Path 84 | total_timesteps 992.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.495985176034589
Path 85 | total_timesteps 999.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.50679012345679
Path 86 | total_timesteps 1027.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.507711289327576
Path 87 | total_timesteps 1039.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.506781750924784
Path 88 | total_timesteps 1048.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.504621072088725
Path 89 | total_timesteps 1056.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.504926108374384
Path 90 | total_timesteps 1067.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.505846153846154
Path 91 | total_timesteps 1080.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.513530135301353
Path 92 | total_timesteps 1104.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.514443761524278
Path 93 | total_timesteps 1116.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.514742014742014
Path 94 | total_timesteps 1130.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.515039901780233
Path 95 | total_timesteps 1141.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.513496932515338
Path 96 | total_timesteps 1149.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.51256897608829
Path 97 | total_timesteps 1159.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.513480392156863
Path 98 | total_timesteps 1172.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.516227801592162
Path 99 | total_timesteps 1187.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.51468788249694
Path 100 | total_timesteps 1195.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.513761467889909
Path 101 | total_timesteps 1205.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.514669926650367
Path 102 | total_timesteps 1219.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.521075137446548
Path 103 | total_timesteps 1240.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.52075702075702
Path 104 | total_timesteps 1251.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.521659548505186
Path 105 | total_timesteps 1264.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.520731707317074
Path 106 | total_timesteps 1275.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.519804996953077
Path 107 | total_timesteps 1287.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.518270401948843
Path 108 | total_timesteps 1296.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.519780888618381
Path 109 | total_timesteps 1309.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.517639902676398
Path 110 | total_timesteps 1317.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.519148936170213
Path 111 | total_timesteps 1331.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.523086269744836
Path 112 | total_timesteps 1348.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.521554341226473
Path 113 | total_timesteps 1358.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.52123786407767
Path 114 | total_timesteps 1369.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.519708914493632
Path 115 | total_timesteps 1377.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.51878787878788
Path 116 | total_timesteps 1386.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.520290732889158
Path 117 | total_timesteps 1399.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.51997578692494
Path 118 | total_timesteps 1409.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.519661222020568
Path 119 | total_timesteps 1422.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.518742442563482
Path 120 | total_timesteps 1432.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.522658610271904
Path 121 | total_timesteps 1450.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.519323671497585
Path 122 | total_timesteps 1458.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.52082076041038
Path 123 | total_timesteps 1473.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.521109770808202
Path 124 | total_timesteps 1485.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.521398432790837
Path 125 | total_timesteps 1498.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.521084337349398
Path 126 | total_timesteps 1508.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.520168573148705
Path 127 | total_timesteps 1517.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.518652226233455
Path 128 | total_timesteps 1527.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.517739025856885
Path 129 | total_timesteps 1537.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.516826923076923
Path 130 | total_timesteps 1546.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.514714714714716
Path 131 | total_timesteps 1554.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.516206482593038
Path 132 | total_timesteps 1567.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.514697060587883
Path 133 | total_timesteps 1576.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.51378896882494
Path 134 | total_timesteps 1586.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.516476932294788
Path 135 | total_timesteps 1602.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.523353293413173
Path 136 | total_timesteps 1626.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.52363853979653
Path 137 | total_timesteps 1637.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.523923444976077
Path 138 | total_timesteps 1649.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.526001195457262
Path 139 | total_timesteps 1665.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.52568697729988
Path 140 | total_timesteps 1676.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.524179104477613
Path 141 | total_timesteps 1685.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.530429594272077
Path 142 | total_timesteps 1707.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.529516994633275
Path 143 | total_timesteps 1716.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.528009535160907
Path 144 | total_timesteps 1725.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.5276950565813
Path 145 | total_timesteps 1736.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.526785714285714
Path 146 | total_timesteps 1745.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.527662105889352
Path 147 | total_timesteps 1758.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.531510107015459
Path 148 | total_timesteps 1776.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.532976827094474
Path 149 | total_timesteps 1790.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.533254156769596
Path 150 | total_timesteps 1801.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.534124629080118
Path 151 | total_timesteps 1813.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.532621589561092
Path 152 | total_timesteps 1821.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.538233550681683
Path 153 | total_timesteps 1841.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.536729857819905
Path 154 | total_timesteps 1849.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.535820011841325
Path 155 | total_timesteps 1858.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.533727810650888
Path 156 | total_timesteps 1866.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.53163808397398
Path 157 | total_timesteps 1875.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.533096926713949
Path 158 | total_timesteps 1889.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.532191376255168
Path 159 | total_timesteps 1899.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.533648170011807
Path 160 | total_timesteps 1913.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.530973451327434
Path 161 | total_timesteps 1920.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.533608490566039
Path 162 | total_timesteps 1936.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.531526222746022
Path 163 | total_timesteps 1944.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.52944640753828
Path 164 | total_timesteps 1954.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.531489111241907
Path 165 | total_timesteps 1968.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.532352941176471
Path 166 | total_timesteps 1981.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.53556731334509
Path 167 | total_timesteps 1998.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.536427732079906
Path 168 | total_timesteps 2011.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.534351145038167
Path 169 | total_timesteps 2019.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.541079812206572
Path 170 | total_timesteps 2041.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.541348973607038
Path 171 | total_timesteps 2052.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.539273153575616
Path 172 | total_timesteps 2060.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.539543057996486
Path 173 | total_timesteps 2072.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.542740046838407
Path 174 | total_timesteps 2089.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.543007606787596
Path 175 | total_timesteps 2101.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.545029239766082
Path 176 | total_timesteps 2117.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.54646405610754
Path 177 | total_timesteps 2132.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.54556074766355
Path 178 | total_timesteps 2143.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.544658493870402
Path 179 | total_timesteps 2154.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.546091015169194
Path 180 | total_timesteps 2168.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.546355685131195
Path 181 | total_timesteps 2180.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.546620046620047
Path 182 | total_timesteps 2191.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.545136866627839
Path 183 | total_timesteps 2199.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.542491268917345
Path 184 | total_timesteps 2206.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.541012216404887
Path 185 | total_timesteps 2216.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.542441860465116
Path 186 | total_timesteps 2230.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.540964555490994
Path 187 | total_timesteps 2238.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.539488966318235
Path 188 | total_timesteps 2247.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.538015089959373
Path 189 | total_timesteps 2256.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.537703016241299
Path 190 | total_timesteps 2268.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.539130434782608
Path 191 | total_timesteps 2281.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.53765932792584
Path 192 | total_timesteps 2290.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.539664157498553
Path 193 | total_timesteps 2305.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.538773148148149
Path 194 | total_timesteps 2317.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.54251012145749
Path 195 | total_timesteps 2335.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.541618497109827
Path 196 | total_timesteps 2344.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.539572501444251
Path 197 | total_timesteps 2351.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.538683602771362
Path 198 | total_timesteps 2360.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.540103866128101
Path 199 | total_timesteps 2373.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.540945790080738
Path 200 | total_timesteps 2385.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.539481268011528
Path 201 | total_timesteps 2394.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.538594470046084
Path 202 | total_timesteps 2403.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.537708693149108
Path 203 | total_timesteps 2412.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.539125431530495
Path 204 | total_timesteps 2425.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.538815411155836
Path 205 | total_timesteps 2435.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.539080459770116
Path 206 | total_timesteps 2446.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.536473291211948
Path 207 | total_timesteps 2453.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.535591274397245
Path 208 | total_timesteps 2463.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.535857716580608
Path 209 | total_timesteps 2476.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.533830275229358
Path 210 | total_timesteps 2483.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.532378223495702
Path 211 | total_timesteps 2491.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.530355097365407
Path 212 | total_timesteps 2498.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.532341156267888
Path 213 | total_timesteps 2512.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.5337528604119
Path 214 | total_timesteps 2526.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.531732418524872
Path 215 | total_timesteps 2534.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.531428571428572
Path 216 | total_timesteps 2546.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.531696173615076
Path 217 | total_timesteps 2557.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.534246575342467
Path 218 | total_timesteps 2573.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.536794067313178
Path 219 | total_timesteps 2588.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.53762827822121
Path 220 | total_timesteps 2601.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.536182336182335
Path 221 | total_timesteps 2610.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.535876993166287
Path 222 | total_timesteps 2623.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.533864541832669
Path 223 | total_timesteps 2632.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.531854379977247
Path 224 | total_timesteps 2639.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.530983513359864
Path 225 | total_timesteps 2648.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.528977272727273
Path 226 | total_timesteps 2656.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.529812606473595
Path 227 | total_timesteps 2669.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.530646992054484
Path 228 | total_timesteps 2682.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.533182076006806
Path 229 | total_timesteps 2699.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.535714285714286
Path 230 | total_timesteps 2716.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.53484419263456
Path 231 | total_timesteps 2727.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.535673839184598
Path 232 | total_timesteps 2739.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.535370684776458
Path 233 | total_timesteps 2751.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.536199095022624
Path 234 | total_timesteps 2763.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.537026568682872
Path 235 | total_timesteps 2776.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.53728813559322
Path 236 | total_timesteps 2788.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.538114059853191
Path 237 | total_timesteps 2800.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.539503386004515
Path 238 | total_timesteps 2813.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.540327129159616
Path 239 | total_timesteps 2827.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.538331454340474
Path 240 | total_timesteps 2834.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.539718309859156
Path 241 | total_timesteps 2847.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.543355855855856
Path 242 | total_timesteps 2864.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.542487338210467
Path 243 | total_timesteps 2874.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.541619797525309
Path 244 | total_timesteps 2884.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.541877459246768
Path 245 | total_timesteps 2895.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.539887640449438
Path 246 | total_timesteps 2904.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.537900056148231
Path 247 | total_timesteps 2912.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.535914702581369
Path 248 | total_timesteps 2920.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.53337072349972
Path 249 | total_timesteps 2926.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.533071748878923
Path 250 | total_timesteps 2936.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.532773109243697
Path 251 | total_timesteps 2946.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.53471444568869
Path 252 | total_timesteps 2961.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.536094012311136
Path 253 | total_timesteps 2975.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.536353467561522
Path 254 | total_timesteps 2988.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.535494689770822
Path 255 | total_timesteps 2997.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.535754189944134
Path 256 | total_timesteps 3008.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.536013400335008
Path 257 | total_timesteps 3019.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.534040178571429
Path 258 | total_timesteps 3026.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.534300055772448
Path 259 | total_timesteps 3038.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.53288740245262
Path 260 | total_timesteps 3047.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.533704735376045
Path 261 | total_timesteps 3060.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.539532293986637
Path 262 | total_timesteps 3084.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.537562604340568
Path 263 | total_timesteps 3092.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.53781979977753
Path 264 | total_timesteps 3104.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.538632573652029
Path 265 | total_timesteps 3117.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.537222222222223
Path 266 | total_timesteps 3126.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.535258189894503
Path 267 | total_timesteps 3135.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.537735849056604
Path 268 | total_timesteps 3150.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.536328341652801
Path 269 | total_timesteps 3158.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.53991130820399
Path 270 | total_timesteps 3176.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.538504155124654
Path 271 | total_timesteps 3185.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.540420819490587
Path 272 | total_timesteps 3199.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.540675152185944
Path 273 | total_timesteps 3210.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.539269911504425
Path 274 | total_timesteps 3219.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.54007739082366
Path 275 | total_timesteps 3231.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.541436464088397
Path 276 | total_timesteps 3245.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.54445057979017
Path 277 | total_timesteps 3262.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.544150110375275
Path 278 | total_timesteps 3272.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.544401544401545
Path 279 | total_timesteps 3283.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.54465270121279
Path 280 | total_timesteps 3295.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.543801652892562
Path 281 | total_timesteps 3306.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.544052863436123
Path 282 | total_timesteps 3317.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.54485415520088
Path 283 | total_timesteps 3331.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.54895489548955
Path 284 | total_timesteps 3351.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.553600879604177
Path 285 | total_timesteps 3373.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.552197802197803
Path 286 | total_timesteps 3382.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.552443712246019
Path 287 | total_timesteps 3394.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.552140504939628
Path 288 | total_timesteps 3404.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.551837630279758
Path 289 | total_timesteps 3415.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.550986842105264
Path 290 | total_timesteps 3425.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.54958904109589
Path 291 | total_timesteps 3434.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.547645125958379
Path 292 | total_timesteps 3442.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.547892720306514
Path 293 | total_timesteps 3453.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.549234135667396
Path 294 | total_timesteps 3468.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.550574084199015
Path 295 | total_timesteps 3481.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.550273224043716
Path 296 | total_timesteps 3494.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.54997269251775
Path 297 | total_timesteps 3504.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.549672489082969
Path 298 | total_timesteps 3515.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.548281505728314
Path 299 | total_timesteps 3525.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.548527808069792
Path 300 | total_timesteps 3536.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.547683923705723
Path 301 | total_timesteps 3546.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.545751633986928
Path 302 | total_timesteps 3554.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.549265106151333
Path 303 | total_timesteps 3571.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.547878128400436
Path 304 | total_timesteps 3580.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.54594888526373
Path 305 | total_timesteps 3588.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.547826086956523
Path 306 | total_timesteps 3604.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.54644215100489
Path 307 | total_timesteps 3616.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.545602605863191
Path 308 | total_timesteps 3625.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.543136190992946
Path 309 | total_timesteps 3632.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.544468546637743
Path 310 | total_timesteps 3645.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.549051490514906
Path 311 | total_timesteps 3667.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.55525460455038
Path 312 | total_timesteps 3689.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.554412560909583
Path 313 | total_timesteps 3700.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.553030303030303
Path 314 | total_timesteps 3710.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.55868036776636
Path 315 | total_timesteps 3732.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.556756756756757
Path 316 | total_timesteps 3741.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.554835224203133
Path 317 | total_timesteps 3748.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.553995680345572
Path 318 | total_timesteps 3757.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.5569347004857
Path 319 | total_timesteps 3775.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.556634304207119
Path 320 | total_timesteps 3785.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.555256064690028
Path 321 | total_timesteps 3795.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.553879310344827
Path 322 | total_timesteps 3803.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.55735056542811
Path 323 | total_timesteps 3823.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.557050592034445
Path 324 | total_timesteps 3834.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.555675094136632
Path 325 | total_timesteps 3842.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.55483870967742
Path 326 | total_timesteps 3851.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.555615260612575
Path 327 | total_timesteps 3864.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.558002148227713
Path 328 | total_timesteps 3881.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.556629092860977
Path 329 | total_timesteps 3890.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.553648068669528
Path 330 | total_timesteps 3898.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.55656836461126
Path 331 | total_timesteps 3914.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.557341907824222
Path 332 | total_timesteps 3926.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.559721478307445
Path 333 | total_timesteps 3941.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.562098501070663
Path 334 | total_timesteps 3957.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.561797752808989
Path 335 | total_timesteps 3968.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.559893048128343
Path 336 | total_timesteps 3976.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.561197220737574
Path 337 | total_timesteps 3989.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.560363247863247
Path 338 | total_timesteps 4002.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.560597971169248
Path 339 | total_timesteps 4013.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.562433297758805
Path 340 | total_timesteps 4027.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.563733333333333
Path 341 | total_timesteps 4041.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.56183368869936
Path 342 | total_timesteps 4048.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.560468833244538
Path 343 | total_timesteps 4057.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.558572949946752
Path 344 | total_timesteps 4065.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.562001064395956
Path 345 | total_timesteps 4084.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.561170212765957
Path 346 | total_timesteps 4093.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.56140350877193
Path 347 | total_timesteps 4104.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.560042507970245
Path 348 | total_timesteps 4113.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.563462559745087
Path 349 | total_timesteps 4130.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.56104033970276
Path 350 | total_timesteps 4138.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.560742705570291
Path 351 | total_timesteps 4149.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.559915164369036
Path 352 | total_timesteps 4158.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.562798092209857
Path 353 | total_timesteps 4174.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.563559322033898
Path 354 | total_timesteps 4187.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.565378507146638
Path 355 | total_timesteps 4201.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.565079365079365
Path 356 | total_timesteps 4211.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.563194077207827
Path 357 | total_timesteps 4221.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.56183932346723
Path 358 | total_timesteps 4231.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.562599049128368
Path 359 | total_timesteps 4243.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.56388595564942
Path 360 | total_timesteps 4259.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.561477572559367
Path 361 | total_timesteps 4267.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.560126582278482
Path 362 | total_timesteps 4276.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.558249868212968
Path 363 | total_timesteps 4283.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.559009483667017
Path 364 | total_timesteps 4295.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.559241706161137
Path 365 | total_timesteps 4308.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.56
Path 366 | total_timesteps 4320.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.56286165176223
Path 367 | total_timesteps 4339.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.564143007360673
Path 368 | total_timesteps 4352.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.565423016290069
Path 369 | total_timesteps 4367.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.563025210084033
Path 370 | total_timesteps 4374.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.563254593175852
Path 371 | total_timesteps 4389.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.56295907660021
Path 372 | total_timesteps 4399.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.56581017304667
Path 373 | total_timesteps 4418.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.564465408805031
Path 374 | total_timesteps 4428.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.563645887899424
Path 375 | total_timesteps 4437.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.564921465968586
Path 376 | total_timesteps 4451.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.562009419152277
Path 377 | total_timesteps 4458.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.56276150627615
Path 378 | total_timesteps 4473.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.564558285415577
Path 379 | total_timesteps 4487.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.565830721003135
Path 380 | total_timesteps 4501.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.565013054830287
Path 381 | total_timesteps 4510.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.563152400835072
Path 382 | total_timesteps 4518.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.564423578508086
Path 383 | total_timesteps 4533.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.562565172054223
Path 384 | total_timesteps 4542.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.562272016675351
Path 385 | total_timesteps 4552.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.561458333333333
Path 386 | total_timesteps 4561.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.559604372722541
Path 387 | total_timesteps 4568.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.559833506763788
Path 388 | total_timesteps 4579.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.559542381695268
Path 389 | total_timesteps 4589.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.558731808731808
Path 390 | total_timesteps 4598.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.557922077922077
Path 391 | total_timesteps 4608.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.556593977154725
Path 392 | total_timesteps 4616.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.555786196159834
Path 393 | total_timesteps 4627.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.559128630705395
Path 394 | total_timesteps 4645.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.560393986521515
Path 395 | total_timesteps 4658.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.561139896373057
Path 396 | total_timesteps 4672.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.561885033661316
Path 397 | total_timesteps 4686.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.563146997929607
Path 398 | total_timesteps 4700.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.563890325918262
Path 399 | total_timesteps 4712.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.564115822130299
Path 400 | total_timesteps 4724.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.565374677002584
Path 401 | total_timesteps 4741.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.56559917355372
Path 402 | total_timesteps 4754.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.567888487351574
Path 403 | total_timesteps 4769.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.56811145510836
Path 404 | total_timesteps 4780.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.567302733367715
Path 405 | total_timesteps 4789.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.56701030927835
Path 406 | total_timesteps 4800.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.566718186501804
Path 407 | total_timesteps 4811.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.571060762100927
Path 408 | total_timesteps 4831.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.577457539886773
Path 409 | total_timesteps 4855.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.57716049382716
Path 410 | total_timesteps 4867.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.576349614395887
Path 411 | total_timesteps 4876.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.576053442959918
Path 412 | total_timesteps 4887.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.57421674370827
Path 413 | total_timesteps 4895.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.572381930184806
Path 414 | total_timesteps 4904.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.573114417650077
Path 415 | total_timesteps 4916.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.576410256410256
Path 416 | total_timesteps 4933.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.58021527421835
Path 417 | total_timesteps 4954.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.58094262295082
Path 418 | total_timesteps 4966.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.580133128520226
Path 419 | total_timesteps 4975.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.578812691914022
Path 420 | total_timesteps 4983.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.579539641943734
Path 421 | total_timesteps 4995.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.578732106339467
Path 422 | total_timesteps 5005.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.57843638221768
Path 423 | total_timesteps 5016.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.580694586312564
Path 424 | total_timesteps 5033.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.579377233282287
Path 425 | total_timesteps 5042.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.579081632653061
Path 426 | total_timesteps 5052.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.578786333503315
Path 427 | total_timesteps 5063.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.57849133537207
Path 428 | total_timesteps 5074.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.577177789098318
Path 429 | total_timesteps 5083.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.576883910386965
Path 430 | total_timesteps 5093.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.57709923664122
Path 431 | total_timesteps 5105.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.574771108850458
Path 432 | total_timesteps 5113.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.577020843924759
Path 433 | total_timesteps 5130.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.577235772357724
Path 434 | total_timesteps 5141.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.578466226510919
Path 435 | total_timesteps 5154.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.578172588832487
Path 436 | total_timesteps 5165.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.579908675799087
Path 437 | total_timesteps 5180.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.578600405679513
Path 438 | total_timesteps 5189.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.579827673593513
Path 439 | total_timesteps 5202.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.581053698074975
Path 440 | total_timesteps 5216.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.583291139240506
Path 441 | total_timesteps 5232.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.58248987854251
Path 442 | total_timesteps 5242.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.582701062215477
Path 443 | total_timesteps 5254.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.580889787664308
Path 444 | total_timesteps 5261.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.579585649317837
Path 445 | total_timesteps 5269.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.57979797979798
Path 446 | total_timesteps 5282.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.580514891468955
Path 447 | total_timesteps 5294.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.579212916246217
Path 448 | total_timesteps 5302.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.578416540595057
Path 449 | total_timesteps 5312.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.584677419354838
Path 450 | total_timesteps 5336.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.583879093198993
Path 451 | total_timesteps 5346.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.58761329305136
Path 452 | total_timesteps 5365.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.586311021640665
Path 453 | total_timesteps 5374.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.586016096579478
Path 454 | total_timesteps 5385.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.583710407239819
Path 455 | total_timesteps 5391.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.587437185929648
Path 456 | total_timesteps 5411.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.590657960823707
Path 457 | total_timesteps 5429.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.593373493975903
Path 458 | total_timesteps 5445.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.59257400903161
Path 459 | total_timesteps 5454.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.590270812437312
Path 460 | total_timesteps 5461.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.592982456140351
Path 461 | total_timesteps 5477.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.592685370741483
Path 462 | total_timesteps 5488.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.594892338507762
Path 463 | total_timesteps 5504.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.595595595595595
Path 464 | total_timesteps 5516.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.594297148574286
Path 465 | total_timesteps 5525.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.598
Path 466 | total_timesteps 5544.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.602698650674663
Path 467 | total_timesteps 5566.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.602897102897103
Path 468 | total_timesteps 5577.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.605092361457814
Path 469 | total_timesteps 5594.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.60379241516966
Path 470 | total_timesteps 5604.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.602493765586035
Path 471 | total_timesteps 5612.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.603190428713859
Path 472 | total_timesteps 5625.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.60039860488291
Path 473 | total_timesteps 5633.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.600099601593625
Path 474 | total_timesteps 5643.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.601791936286709
Path 475 | total_timesteps 5657.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.60049751243781
Path 476 | total_timesteps 5665.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.599204375932372
Path 477 | total_timesteps 5674.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.607852882703778
Path 478 | total_timesteps 5703.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.609538002980626
Path 479 | total_timesteps 5717.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.607745779543198
Path 480 | total_timesteps 5724.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.611414392059553
Path 481 | total_timesteps 5742.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.613095238095237
Path 482 | total_timesteps 5757.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.61279127416956
Path 483 | total_timesteps 5768.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.613478691774034
Path 484 | total_timesteps 5781.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.616641901931649
Path 485 | total_timesteps 5798.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.615346534653465
Path 486 | total_timesteps 5806.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.619000494804553
Path 487 | total_timesteps 5826.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.62166172106825
Path 488 | total_timesteps 5842.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.624320316361839
Path 489 | total_timesteps 5858.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.62401185770751
Path 490 | total_timesteps 5870.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.624691358024691
Path 491 | total_timesteps 5883.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.622902270483712
Path 492 | total_timesteps 5891.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.623088307844105
Path 493 | total_timesteps 5903.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.6301775147929
Path 494 | total_timesteps 5928.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.628881222276984
Path 495 | total_timesteps 5937.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.627586206896552
Path 496 | total_timesteps 5946.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.631216149679961
Path 497 | total_timesteps 5964.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.631397637795276
Path 498 | total_timesteps 5976.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.633546483030004
Path 499 | total_timesteps 5992.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.631268436578171
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.39    |
| Iteration     | 3        |
| MaximumReturn | 4.45     |
| MinimumReturn | -17.8    |
| TotalSamples  | 20024    |
----------------------------
itr #4 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.291134238243103
Validation loss = 0.2935277819633484
Validation loss = 0.3003564178943634
Validation loss = 0.3111584484577179
Validation loss = 0.3131245970726013
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.2914373576641083
Validation loss = 0.29892197251319885
Validation loss = 0.3055594861507416
Validation loss = 0.3055800795555115
Validation loss = 0.3279494643211365
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 = 9.62997542997543
Path 1 | total_timesteps 9.
number of affinization with epsilon = 3 is 31
average number of affinization = 9.640471512770137
Path 2 | total_timesteps 43.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.641629847815414
Path 3 | total_timesteps 57.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.640333660451423
Path 4 | total_timesteps 65.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.639529180971063
Path 5 | total_timesteps 74.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.639705882352942
Path 6 | total_timesteps 86.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.63890249877511
Path 7 | total_timesteps 95.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.637610186092067
Path 8 | total_timesteps 103.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.636319138521781
Path 9 | total_timesteps 111.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.635029354207436
Path 10 | total_timesteps 119.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.634229828850856
Path 11 | total_timesteps 131.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.633431085043988
Path 12 | total_timesteps 143.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.631656082071324
Path 13 | total_timesteps 151.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.63232421875
Path 14 | total_timesteps 163.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.635431918008784
Path 15 | total_timesteps 181.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.634146341463415
Path 16 | total_timesteps 189.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.6396879570941
Path 17 | total_timesteps 212.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.63888888888889
Path 18 | total_timesteps 222.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.639064783244033
Path 19 | total_timesteps 233.
number of affinization with epsilon = 3 is 29
average number of affinization = 9.648490749756572
Path 20 | total_timesteps 265.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.648175182481753
Path 21 | total_timesteps 275.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.645914396887159
Path 22 | total_timesteps 283.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.64948954788527
Path 23 | total_timesteps 303.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.649659863945578
Path 24 | total_timesteps 314.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.64983001457018
Path 25 | total_timesteps 325.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.649514563106797
Path 26 | total_timesteps 337.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.648714216399807
Path 27 | total_timesteps 346.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.649369544131911
Path 28 | total_timesteps 358.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.64760058167717
Path 29 | total_timesteps 365.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.646802325581396
Path 30 | total_timesteps 375.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.646004842615012
Path 31 | total_timesteps 384.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.646176185866409
Path 32 | total_timesteps 397.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.651185292694727
Path 33 | total_timesteps 422.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.651353965183752
Path 34 | total_timesteps 433.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.651039149347511
Path 35 | total_timesteps 443.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.65072463768116
Path 36 | total_timesteps 453.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.65282472235635
Path 37 | total_timesteps 468.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.6515444015444
Path 38 | total_timesteps 476.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.652677279305355
Path 39 | total_timesteps 489.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.651398264223722
Path 40 | total_timesteps 497.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.654939759036145
Path 41 | total_timesteps 517.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.655105973025048
Path 42 | total_timesteps 528.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.654309099662976
Path 43 | total_timesteps 538.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.65591915303176
Path 44 | total_timesteps 554.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.657046657046656
Path 45 | total_timesteps 567.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.658173076923077
Path 46 | total_timesteps 583.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.657856799615569
Path 47 | total_timesteps 594.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.661863592699328
Path 48 | total_timesteps 613.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.662025924147864
Path 49 | total_timesteps 624.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.66362763915547
Path 50 | total_timesteps 638.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.670503597122302
Path 51 | total_timesteps 664.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.669702780441035
Path 52 | total_timesteps 674.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.669381887877336
Path 53 | total_timesteps 686.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.672413793103448
Path 54 | total_timesteps 704.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.674006701771182
Path 55 | total_timesteps 718.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.674641148325358
Path 56 | total_timesteps 730.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.67431850789096
Path 57 | total_timesteps 740.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.6782982791587
Path 58 | total_timesteps 759.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.677496416626852
Path 59 | total_timesteps 768.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.6829035339064
Path 60 | total_timesteps 792.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.681622911694511
Path 61 | total_timesteps 800.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.679866412213741
Path 62 | total_timesteps 807.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.67858845970434
Path 63 | total_timesteps 817.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.677311725452812
Path 64 | total_timesteps 826.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.676989042401143
Path 65 | total_timesteps 838.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.677619047619048
Path 66 | total_timesteps 851.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.67967634459781
Path 67 | total_timesteps 866.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.680780209324453
Path 68 | total_timesteps 879.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.680456490727533
Path 69 | total_timesteps 889.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.681083650190114
Path 70 | total_timesteps 902.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.681710213776721
Path 71 | total_timesteps 914.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.682811016144349
Path 72 | total_timesteps 927.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.685334598955862
Path 73 | total_timesteps 945.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.68595825426945
Path 74 | total_timesteps 960.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.68421052631579
Path 75 | total_timesteps 968.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.682464454976303
Path 76 | total_timesteps 975.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.681667456181904
Path 77 | total_timesteps 985.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.680871212121213
Path 78 | total_timesteps 994.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.684808329389494
Path 79 | total_timesteps 1013.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.684484389782403
Path 80 | total_timesteps 1023.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.68274231678487
Path 81 | total_timesteps 1031.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.68194706994329
Path 82 | total_timesteps 1040.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.682569674067077
Path 83 | total_timesteps 1054.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.681775259678943
Path 84 | total_timesteps 1063.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.680509674374704
Path 85 | total_timesteps 1071.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.681132075471698
Path 86 | total_timesteps 1083.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.681753889674681
Path 87 | total_timesteps 1095.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.679547596606975
Path 88 | total_timesteps 1102.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.679227508243052
Path 89 | total_timesteps 1112.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.67984934086629
Path 90 | total_timesteps 1125.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.68
Path 91 | total_timesteps 1136.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.681561618062089
Path 92 | total_timesteps 1150.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.68265162200282
Path 93 | total_timesteps 1164.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.68186090225564
Path 94 | total_timesteps 1173.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.681540629403475
Path 95 | total_timesteps 1183.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.680281690140845
Path 96 | total_timesteps 1193.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.679493195682777
Path 97 | total_timesteps 1203.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.678236397748593
Path 98 | total_timesteps 1211.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.676043131739334
Path 99 | total_timesteps 1221.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.67900656044986
Path 100 | total_timesteps 1239.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.680093676814987
Path 101 | total_timesteps 1256.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.680711610486892
Path 102 | total_timesteps 1269.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.682264857276556
Path 103 | total_timesteps 1283.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.681478016838167
Path 104 | total_timesteps 1292.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.681626928471248
Path 105 | total_timesteps 1304.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.683177570093457
Path 106 | total_timesteps 1318.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.688463334890239
Path 107 | total_timesteps 1340.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.69000933706816
Path 108 | total_timesteps 1354.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.692953803079794
Path 109 | total_timesteps 1372.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.692630597014926
Path 110 | total_timesteps 1382.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.69137529137529
Path 111 | total_timesteps 1390.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.691985088536812
Path 112 | total_timesteps 1403.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.692128551467164
Path 113 | total_timesteps 1414.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.692737430167599
Path 114 | total_timesteps 1427.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.693811074918568
Path 115 | total_timesteps 1440.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.694418604651164
Path 116 | total_timesteps 1452.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.696885169688517
Path 117 | total_timesteps 1470.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.697490706319703
Path 118 | total_timesteps 1482.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.69809568044589
Path 119 | total_timesteps 1496.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.69870009285051
Path 120 | total_timesteps 1508.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.702552204176333
Path 121 | total_timesteps 1529.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.700834879406308
Path 122 | total_timesteps 1537.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.700973574408902
Path 123 | total_timesteps 1548.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.70064874884152
Path 124 | total_timesteps 1560.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.702640111162575
Path 125 | total_timesteps 1576.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.701851851851853
Path 126 | total_timesteps 1586.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.702452568255437
Path 127 | total_timesteps 1598.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.702127659574469
Path 128 | total_timesteps 1610.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.704576976421636
Path 129 | total_timesteps 1628.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.710258780036968
Path 130 | total_timesteps 1652.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.709006928406467
Path 131 | total_timesteps 1660.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.709141274238227
Path 132 | total_timesteps 1672.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.708352561144439
Path 133 | total_timesteps 1681.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.70710332103321
Path 134 | total_timesteps 1690.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.706777316735822
Path 135 | total_timesteps 1701.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.705990783410138
Path 136 | total_timesteps 1710.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.705665591893137
Path 137 | total_timesteps 1721.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.708563535911603
Path 138 | total_timesteps 1739.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.708237459733088
Path 139 | total_timesteps 1749.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.711131554737811
Path 140 | total_timesteps 1767.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.711264367816092
Path 141 | total_timesteps 1778.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.712775735294118
Path 142 | total_timesteps 1793.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.715204409738172
Path 143 | total_timesteps 1809.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.714876033057852
Path 144 | total_timesteps 1819.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.715006883891693
Path 145 | total_timesteps 1832.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.71467889908257
Path 146 | total_timesteps 1842.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.715268225584595
Path 147 | total_timesteps 1855.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.71448212648946
Path 148 | total_timesteps 1866.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.721942281264315
Path 149 | total_timesteps 1894.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.719780219780219
Path 150 | total_timesteps 1903.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.719450800915332
Path 151 | total_timesteps 1913.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.719579139981702
Path 152 | total_timesteps 1925.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.720621856424325
Path 153 | total_timesteps 1938.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.719835466179159
Path 154 | total_timesteps 1947.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.71904979442668
Path 155 | total_timesteps 1956.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.722374429223745
Path 156 | total_timesteps 1974.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.722501141031492
Path 157 | total_timesteps 1985.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.723540145985401
Path 158 | total_timesteps 1998.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.725946192430461
Path 159 | total_timesteps 2015.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.724703737465816
Path 160 | total_timesteps 2024.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.724829157175398
Path 161 | total_timesteps 2036.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.725409836065573
Path 162 | total_timesteps 2049.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.727355484751934
Path 163 | total_timesteps 2064.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.727479526842584
Path 164 | total_timesteps 2075.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.72805820827649
Path 165 | total_timesteps 2089.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.729545454545455
Path 166 | total_timesteps 2103.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.730122671512948
Path 167 | total_timesteps 2115.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.728882833787466
Path 168 | total_timesteps 2124.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.72719019518838
Path 169 | total_timesteps 2132.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.727767695099818
Path 170 | total_timesteps 2145.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.726530612244899
Path 171 | total_timesteps 2155.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.733000906618313
Path 172 | total_timesteps 2186.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.733121884911645
Path 173 | total_timesteps 2197.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.732336956521738
Path 174 | total_timesteps 2208.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.73064735174287
Path 175 | total_timesteps 2215.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.731221719457013
Path 176 | total_timesteps 2228.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.731795567616464
Path 177 | total_timesteps 2240.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.730560578661844
Path 178 | total_timesteps 2248.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.729326705829191
Path 179 | total_timesteps 2256.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.7289972899729
Path 180 | total_timesteps 2270.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.728668171557562
Path 181 | total_timesteps 2280.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.73014440433213
Path 182 | total_timesteps 2294.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.72936400541272
Path 183 | total_timesteps 2304.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.72858431018936
Path 184 | total_timesteps 2313.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.732311852185669
Path 185 | total_timesteps 2334.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.733333333333333
Path 186 | total_timesteps 2348.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.733453399369653
Path 187 | total_timesteps 2359.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.732673267326733
Path 188 | total_timesteps 2369.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.73144399460189
Path 189 | total_timesteps 2378.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.730665467625899
Path 190 | total_timesteps 2389.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.728539325842696
Path 191 | total_timesteps 2396.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.72911051212938
Path 192 | total_timesteps 2408.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.726986977997306
Path 193 | total_timesteps 2417.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.726660682226212
Path 194 | total_timesteps 2429.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.72678331090175
Path 195 | total_timesteps 2441.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.726905829596413
Path 196 | total_timesteps 2454.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.727028238458091
Path 197 | total_timesteps 2466.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.727150537634408
Path 198 | total_timesteps 2477.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.726824899238693
Path 199 | total_timesteps 2488.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.729185317815578
Path 200 | total_timesteps 2507.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.727069351230424
Path 201 | total_timesteps 2515.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.728085867620752
Path 202 | total_timesteps 2529.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.725972284309343
Path 203 | total_timesteps 2536.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.726988382484361
Path 204 | total_timesteps 2549.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.72577043322912
Path 205 | total_timesteps 2559.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.724553571428572
Path 206 | total_timesteps 2568.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.728246318607765
Path 207 | total_timesteps 2587.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.727475468331846
Path 208 | total_timesteps 2597.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.72670530539456
Path 209 | total_timesteps 2607.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.727272727272727
Path 210 | total_timesteps 2620.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.726948775055678
Path 211 | total_timesteps 2632.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.726625111308994
Path 212 | total_timesteps 2643.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.727636849132177
Path 213 | total_timesteps 2657.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.72864768683274
Path 214 | total_timesteps 2670.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.7309915518008
Path 215 | total_timesteps 2686.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.732444444444445
Path 216 | total_timesteps 2702.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.732119058196357
Path 217 | total_timesteps 2712.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.732238010657193
Path 218 | total_timesteps 2723.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.734132268086995
Path 219 | total_timesteps 2739.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.732919254658386
Path 220 | total_timesteps 2747.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.73259423503326
Path 221 | total_timesteps 2757.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.731826241134751
Path 222 | total_timesteps 2766.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.73105892778024
Path 223 | total_timesteps 2775.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.731178033658104
Path 224 | total_timesteps 2788.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.730411686586985
Path 225 | total_timesteps 2797.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.73495575221239
Path 226 | total_timesteps 2821.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.734630694383016
Path 227 | total_timesteps 2834.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.73342175066313
Path 228 | total_timesteps 2844.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.733097657976138
Path 229 | total_timesteps 2855.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.731890459363958
Path 230 | total_timesteps 2863.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.730684326710817
Path 231 | total_timesteps 2872.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.733009708737864
Path 232 | total_timesteps 2890.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.731804146449052
Path 233 | total_timesteps 2899.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.733245149911816
Path 234 | total_timesteps 2914.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.736447774349934
Path 235 | total_timesteps 2934.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.73964757709251
Path 236 | total_timesteps 2952.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.740202553940994
Path 237 | total_timesteps 2966.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.741637323943662
Path 238 | total_timesteps 2983.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.741750989881215
Path 239 | total_timesteps 2995.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.740985048372911
Path 240 | total_timesteps 3004.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.741098901098901
Path 241 | total_timesteps 3015.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.74121265377856
Path 242 | total_timesteps 3027.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.743083003952568
Path 243 | total_timesteps 3044.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.742756804214222
Path 244 | total_timesteps 3055.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.745941202281703
Path 245 | total_timesteps 3074.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.74561403508772
Path 246 | total_timesteps 3085.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.745287154756685
Path 247 | total_timesteps 3096.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.744084136722174
Path 248 | total_timesteps 3104.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.744634253175645
Path 249 | total_timesteps 3117.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.743432574430823
Path 250 | total_timesteps 3126.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.743107221006564
Path 251 | total_timesteps 3137.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.744531933508311
Path 252 | total_timesteps 3152.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.745080891998251
Path 253 | total_timesteps 3164.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.745192307692308
Path 254 | total_timesteps 3175.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.746177370030582
Path 255 | total_timesteps 3188.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.744541484716157
Path 256 | total_timesteps 3197.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.745962461807071
Path 257 | total_timesteps 3211.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.747382198952879
Path 258 | total_timesteps 3225.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.747492368076756
Path 259 | total_timesteps 3236.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.749346120313863
Path 260 | total_timesteps 3251.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.748583877995642
Path 261 | total_timesteps 3262.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.747386759581882
Path 262 | total_timesteps 3270.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.746190683500219
Path 263 | total_timesteps 3279.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.744560487380332
Path 264 | total_timesteps 3287.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.743801652892563
Path 265 | total_timesteps 3297.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.744347826086956
Path 266 | total_timesteps 3309.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.742720556279878
Path 267 | total_timesteps 3316.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.742397914856646
Path 268 | total_timesteps 3326.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.74164133738602
Path 269 | total_timesteps 3335.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.739149305555555
Path 270 | total_timesteps 3342.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.737960954446855
Path 271 | total_timesteps 3352.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.738074588031223
Path 272 | total_timesteps 3364.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.739921976592978
Path 273 | total_timesteps 3379.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.741334488734836
Path 274 | total_timesteps 3394.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.740147249891727
Path 275 | total_timesteps 3404.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.738961038961039
Path 276 | total_timesteps 3412.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.738641280830809
Path 277 | total_timesteps 3422.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.738321799307958
Path 278 | total_timesteps 3433.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.738434932987461
Path 279 | total_timesteps 3444.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.737251512532412
Path 280 | total_timesteps 3454.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.735637149028078
Path 281 | total_timesteps 3462.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.73747841105354
Path 282 | total_timesteps 3481.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.736728528269314
Path 283 | total_timesteps 3490.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.736842105263158
Path 284 | total_timesteps 3502.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.736093143596378
Path 285 | total_timesteps 3513.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.741379310344827
Path 286 | total_timesteps 3538.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.740198190435157
Path 287 | total_timesteps 3546.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.744186046511627
Path 288 | total_timesteps 3569.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.743865690916918
Path 289 | total_timesteps 3579.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.743115318416523
Path 290 | total_timesteps 3588.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.741935483870968
Path 291 | total_timesteps 3596.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.740326741186587
Path 292 | total_timesteps 3604.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.743446497636441
Path 293 | total_timesteps 3624.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.744845360824742
Path 294 | total_timesteps 3638.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.744954916273079
Path 295 | total_timesteps 3651.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.74763948497854
Path 296 | total_timesteps 3669.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.747747747747749
Path 297 | total_timesteps 3680.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.74828473413379
Path 298 | total_timesteps 3693.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.748392627518216
Path 299 | total_timesteps 3706.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.751499571550985
Path 300 | total_timesteps 3725.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.753747323340471
Path 301 | total_timesteps 3745.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.752996575342467
Path 302 | total_timesteps 3754.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.75224646983312
Path 303 | total_timesteps 3763.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.752780153977758
Path 304 | total_timesteps 3775.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.753313381787088
Path 305 | total_timesteps 3787.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.757264957264958
Path 306 | total_timesteps 3808.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.756941478000854
Path 307 | total_timesteps 3819.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.757472245943639
Path 308 | total_timesteps 3831.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.760136577037985
Path 309 | total_timesteps 3849.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.761092150170649
Path 310 | total_timesteps 3864.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.760767590618338
Path 311 | total_timesteps 3875.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.760443307757885
Path 312 | total_timesteps 3885.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.762675756284619
Path 313 | total_timesteps 3901.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.768313458262352
Path 314 | total_timesteps 3927.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.77139208173691
Path 315 | total_timesteps 3946.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.770212765957448
Path 316 | total_timesteps 3954.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.770310506167588
Path 317 | total_timesteps 3965.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.771258503401361
Path 318 | total_timesteps 3978.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.775605609859754
Path 319 | total_timesteps 3999.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.775276125743416
Path 320 | total_timesteps 4009.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.774946921443737
Path 321 | total_timesteps 4019.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.775891341256367
Path 322 | total_timesteps 4032.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.775137887144675
Path 323 | total_timesteps 4042.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.774809160305344
Path 324 | total_timesteps 4052.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.778295888088174
Path 325 | total_timesteps 4073.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.777118644067796
Path 326 | total_timesteps 4081.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.778060144006776
Path 327 | total_timesteps 4094.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.778577476714648
Path 328 | total_timesteps 4106.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.777401608125265
Path 329 | total_timesteps 4114.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.777495769881556
Path 330 | total_timesteps 4126.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.780549682875264
Path 331 | total_timesteps 4144.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.779797125950973
Path 332 | total_timesteps 4155.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.780735107731305
Path 333 | total_timesteps 4170.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.779983108108109
Path 334 | total_timesteps 4179.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.778809624314057
Path 335 | total_timesteps 4188.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.778059071729958
Path 336 | total_timesteps 4197.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.777730915225643
Path 337 | total_timesteps 4209.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.779089376053962
Path 338 | total_timesteps 4224.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.777496839443742
Path 339 | total_timesteps 4231.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.776326874473462
Path 340 | total_timesteps 4239.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.776421052631578
Path 341 | total_timesteps 4250.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.776515151515152
Path 342 | total_timesteps 4262.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.777029869583508
Path 343 | total_timesteps 4274.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.780908326324642
Path 344 | total_timesteps 4294.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.781000420344682
Path 345 | total_timesteps 4306.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.780252100840336
Path 346 | total_timesteps 4315.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.781184376312474
Path 347 | total_timesteps 4330.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.782535684298908
Path 348 | total_timesteps 4344.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.783046579941251
Path 349 | total_timesteps 4356.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.782718120805368
Path 350 | total_timesteps 4367.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.784067085953879
Path 351 | total_timesteps 4382.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.7837384744342
Path 352 | total_timesteps 4392.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.785504817762883
Path 353 | total_timesteps 4409.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.785175879396984
Path 354 | total_timesteps 4420.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.785684386772708
Path 355 | total_timesteps 4432.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.784937238493724
Path 356 | total_timesteps 4441.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.784190715181932
Path 357 | total_timesteps 4450.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.784280936454849
Path 358 | total_timesteps 4461.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.781863769327204
Path 359 | total_timesteps 4467.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.782372598162071
Path 360 | total_timesteps 4479.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.781628392484343
Path 361 | total_timesteps 4488.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.785893155258764
Path 362 | total_timesteps 4510.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.787234042553191
Path 363 | total_timesteps 4524.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.7860717264387
Path 364 | total_timesteps 4533.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.789078782826177
Path 365 | total_timesteps 4553.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.788333333333334
Path 366 | total_timesteps 4562.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.788004997917534
Path 367 | total_timesteps 4572.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.787676935886761
Path 368 | total_timesteps 4585.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.790678318768206
Path 369 | total_timesteps 4603.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.79118136439268
Path 370 | total_timesteps 4615.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.792931392931393
Path 371 | total_timesteps 4632.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.792186201163757
Path 372 | total_timesteps 4642.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.790195263813876
Path 373 | total_timesteps 4649.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.79111295681063
Path 374 | total_timesteps 4662.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.791614777916148
Path 375 | total_timesteps 4674.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.791701244813279
Path 376 | total_timesteps 4685.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.78971381169639
Path 377 | total_timesteps 4693.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.788971807628524
Path 378 | total_timesteps 4702.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.789473684210526
Path 379 | total_timesteps 4714.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.789975144987572
Path 380 | total_timesteps 4726.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.79503105590062
Path 381 | total_timesteps 4751.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.795529801324504
Path 382 | total_timesteps 4764.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.796028134050475
Path 383 | total_timesteps 4776.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.79942100909843
Path 384 | total_timesteps 4796.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.79991732120711
Path 385 | total_timesteps 4808.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.801652892561984
Path 386 | total_timesteps 4823.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.800908715406857
Path 387 | total_timesteps 4832.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.799339388934765
Path 388 | total_timesteps 4840.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.79983491539414
Path 389 | total_timesteps 4853.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.798267326732674
Path 390 | total_timesteps 4861.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.801649484536082
Path 391 | total_timesteps 4880.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.801731244847485
Path 392 | total_timesteps 4892.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.800576843840132
Path 393 | total_timesteps 4902.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.80189456342669
Path 394 | total_timesteps 4918.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.801564429806504
Path 395 | total_timesteps 4928.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.802057613168724
Path 396 | total_timesteps 4941.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.799670917317977
Path 397 | total_timesteps 4947.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.800986842105264
Path 398 | total_timesteps 4963.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.803534730785039
Path 399 | total_timesteps 4980.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.801972062448645
Path 400 | total_timesteps 4989.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.805338809034907
Path 401 | total_timesteps 5009.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.807471264367816
Path 402 | total_timesteps 5025.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.809191629052114
Path 403 | total_timesteps 5041.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.809269893355209
Path 404 | total_timesteps 5052.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.80770807708077
Path 405 | total_timesteps 5059.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.807786885245902
Path 406 | total_timesteps 5072.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.808684965178205
Path 407 | total_timesteps 5086.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.80999180999181
Path 408 | total_timesteps 5100.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.809250920998773
Path 409 | total_timesteps 5109.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.811374795417349
Path 410 | total_timesteps 5125.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.810633946830265
Path 411 | total_timesteps 5134.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.813164349959116
Path 412 | total_timesteps 5152.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.811606048222313
Path 413 | total_timesteps 5161.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.810866013071895
Path 414 | total_timesteps 5171.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.810126582278482
Path 415 | total_timesteps 5182.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.809795918367348
Path 416 | total_timesteps 5192.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.813953488372093
Path 417 | total_timesteps 5214.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.813621533442088
Path 418 | total_timesteps 5224.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.815735833673054
Path 419 | total_timesteps 5240.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.818255908720456
Path 420 | total_timesteps 5258.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.818329938900204
Path 421 | total_timesteps 5270.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.820032573289902
Path 422 | total_timesteps 5285.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.818884818884818
Path 423 | total_timesteps 5293.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.818551668022783
Path 424 | total_timesteps 5305.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.818218788125254
Path 425 | total_timesteps 5315.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.816666666666666
Path 426 | total_timesteps 5323.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.814303128809428
Path 427 | total_timesteps 5330.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.8123476848091
Path 428 | total_timesteps 5338.
number of affinization with epsilon = 3 is 4
average number of affinization = 9.809987819732035
Path 429 | total_timesteps 5346.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.808441558441558
Path 430 | total_timesteps 5353.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.8105476673428
Path 431 | total_timesteps 5370.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.809813463098134
Path 432 | total_timesteps 5380.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.809485204702067
Path 433 | total_timesteps 5390.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.811183144246353
Path 434 | total_timesteps 5405.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.81125961927906
Path 435 | total_timesteps 5417.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.81012145748988
Path 436 | total_timesteps 5427.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.8097936058276
Path 437 | total_timesteps 5440.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.809870550161813
Path 438 | total_timesteps 5452.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.807925596441569
Path 439 | total_timesteps 5461.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.809215844785772
Path 440 | total_timesteps 5476.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.808484848484849
Path 441 | total_timesteps 5486.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.807754442649435
Path 442 | total_timesteps 5496.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.806217198223658
Path 443 | total_timesteps 5503.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.806698950766748
Path 444 | total_timesteps 5515.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.807987091569181
Path 445 | total_timesteps 5529.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.806854838709677
Path 446 | total_timesteps 5539.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.804917372027408
Path 447 | total_timesteps 5546.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.804190169218373
Path 448 | total_timesteps 5555.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.805074506645187
Path 449 | total_timesteps 5569.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.807165861513688
Path 450 | total_timesteps 5585.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.807243460764587
Path 451 | total_timesteps 5596.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.806918744971842
Path 452 | total_timesteps 5606.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.807800562927222
Path 453 | total_timesteps 5619.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.809083601286174
Path 454 | total_timesteps 5633.
number of affinization with epsilon = 3 is 16
average number of affinization = 9.811570912012856
Path 455 | total_timesteps 5652.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.814457831325301
Path 456 | total_timesteps 5670.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.81573665194701
Path 457 | total_timesteps 5686.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.815008025682182
Path 458 | total_timesteps 5696.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.814279983955075
Path 459 | total_timesteps 5706.
number of affinization with epsilon = 3 is 5
average number of affinization = 9.812349639133922
Path 460 | total_timesteps 5714.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.813627254509019
Path 461 | total_timesteps 5729.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.815304487179487
Path 462 | total_timesteps 5744.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.814977973568283
Path 463 | total_timesteps 5754.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.815052041633306
Path 464 | total_timesteps 5765.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.814325730292117
Path 465 | total_timesteps 5775.
number of affinization with epsilon = 3 is 42
average number of affinization = 9.8272
Path 466 | total_timesteps 5820.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.827269092363055
Path 467 | total_timesteps 5832.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.826139088729017
Path 468 | total_timesteps 5842.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.829404714342788
Path 469 | total_timesteps 5864.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.82867412140575
Path 470 | total_timesteps 5873.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.82994011976048
Path 471 | total_timesteps 5888.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.829209896249003
Path 472 | total_timesteps 5897.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.830873554048663
Path 473 | total_timesteps 5912.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.831738437001595
Path 474 | total_timesteps 5927.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.831008369868474
Path 475 | total_timesteps 5936.
number of affinization with epsilon = 3 is 6
average number of affinization = 9.829482071713148
Path 476 | total_timesteps 5945.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.831541218637993
Path 477 | total_timesteps 5962.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.831608280254777
Path 478 | total_timesteps 5974.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.831277357739753
Path 479 | total_timesteps 5987.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.832140015910898
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.78    |
| Iteration     | 4        |
| MaximumReturn | 15.1     |
| MinimumReturn | -20.8    |
| TotalSamples  | 24024    |
----------------------------
itr #5 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.2916385233402252
Validation loss = 0.29591813683509827
Validation loss = 0.29740533232688904
Validation loss = 0.31134578585624695
Validation loss = 0.3113601505756378
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.2999816834926605
Validation loss = 0.2978760600090027
Validation loss = 0.30726268887519836
Validation loss = 0.3018055558204651
Validation loss = 0.31592947244644165
Validation loss = 0.3213295340538025
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 = 9.83300198807157
Path 1 | total_timesteps 13.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.833863275039745
Path 2 | total_timesteps 26.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.834326579261026
Path 3 | total_timesteps 40.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.837569499602859
Path 4 | total_timesteps 59.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.83803096466852
Path 5 | total_timesteps 72.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.840873015873015
Path 6 | total_timesteps 91.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.841729472431576
Path 7 | total_timesteps 104.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.843378271213323
Path 8 | total_timesteps 119.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.843440348791122
Path 9 | total_timesteps 131.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.84350237717908
Path 10 | total_timesteps 143.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.842772277227724
Path 11 | total_timesteps 153.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.846001583531274
Path 12 | total_timesteps 172.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.845666798575385
Path 13 | total_timesteps 183.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.844541139240507
Path 14 | total_timesteps 191.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.846184262554369
Path 15 | total_timesteps 206.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.847035573122529
Path 16 | total_timesteps 219.
number of affinization with epsilon = 3 is 22
average number of affinization = 9.851837218490715
Path 17 | total_timesteps 243.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.851895734597157
Path 18 | total_timesteps 255.
number of affinization with epsilon = 3 is 7
average number of affinization = 9.850769838136596
Path 19 | total_timesteps 263.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.85043409629045
Path 20 | total_timesteps 274.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.853254437869822
Path 21 | total_timesteps 292.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.854889589905362
Path 22 | total_timesteps 309.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.85455262120615
Path 23 | total_timesteps 319.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.85657998423956
Path 24 | total_timesteps 336.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.856636471051596
Path 25 | total_timesteps 348.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.86023622047244
Path 26 | total_timesteps 368.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.862258953168045
Path 27 | total_timesteps 385.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.867820613690007
Path 28 | total_timesteps 410.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.872198191112858
Path 29 | total_timesteps 432.
number of affinization with epsilon = 3 is 34
average number of affinization = 9.881682389937106
Path 30 | total_timesteps 468.
number of affinization with epsilon = 3 is 12
average number of affinization = 9.882514734774066
Path 31 | total_timesteps 482.
number of affinization with epsilon = 3 is 42
average number of affinization = 9.895129615082482
Path 32 | total_timesteps 529.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.898311739301139
Path 33 | total_timesteps 548.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.897566718995291
Path 34 | total_timesteps 558.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.899568458218909
Path 35 | total_timesteps 575.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.898823529411764
Path 36 | total_timesteps 584.
number of affinization with epsilon = 3 is 28
average number of affinization = 9.905919247353978
Path 37 | total_timesteps 615.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.90987460815047
Path 38 | total_timesteps 638.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.912651782216999
Path 39 | total_timesteps 658.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.915426781519185
Path 40 | total_timesteps 676.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.921330724070451
Path 41 | total_timesteps 703.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.921752738654147
Path 42 | total_timesteps 719.
number of affinization with epsilon = 3 is 10
average number of affinization = 9.921783339851387
Path 43 | total_timesteps 730.
number of affinization with epsilon = 3 is 17
average number of affinization = 9.924550430023455
Path 44 | total_timesteps 749.
number of affinization with epsilon = 3 is 30
average number of affinization = 9.932395466979289
Path 45 | total_timesteps 780.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.933984375
Path 46 | total_timesteps 797.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.93713393205779
Path 47 | total_timesteps 819.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.942232630757221
Path 48 | total_timesteps 846.
number of affinization with epsilon = 3 is 25
average number of affinization = 9.94810768630511
Path 49 | total_timesteps 872.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.948517940717629
Path 50 | total_timesteps 887.
number of affinization with epsilon = 3 is 13
average number of affinization = 9.949707602339181
Path 51 | total_timesteps 902.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.951675759937647
Path 52 | total_timesteps 918.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.953252824308532
Path 53 | total_timesteps 934.
number of affinization with epsilon = 3 is 19
average number of affinization = 9.95677570093458
Path 54 | total_timesteps 956.
number of affinization with epsilon = 3 is 26
average number of affinization = 9.963020630595562
Path 55 | total_timesteps 983.
number of affinization with epsilon = 3 is 23
average number of affinization = 9.968093385214008
Path 56 | total_timesteps 1010.
number of affinization with epsilon = 3 is 21
average number of affinization = 9.972384286269934
Path 57 | total_timesteps 1034.
number of affinization with epsilon = 3 is 8
average number of affinization = 9.971617418351478
Path 58 | total_timesteps 1044.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.971239797901282
Path 59 | total_timesteps 1055.
number of affinization with epsilon = 3 is 27
average number of affinization = 9.977855477855478
Path 60 | total_timesteps 1085.
number of affinization with epsilon = 3 is 24
average number of affinization = 9.983300970873787
Path 61 | total_timesteps 1112.
number of affinization with epsilon = 3 is 15
average number of affinization = 9.985248447204969
Path 62 | total_timesteps 1129.
number of affinization with epsilon = 3 is 9
average number of affinization = 9.984866123399302
Path 63 | total_timesteps 1140.
number of affinization with epsilon = 3 is 11
average number of affinization = 9.985259891388674
Path 64 | total_timesteps 1155.
number of affinization with epsilon = 3 is 20
average number of affinization = 9.98914307871268
Path 65 | total_timesteps 1176.
number of affinization with epsilon = 3 is 18
average number of affinization = 9.992248062015504
Path 66 | total_timesteps 1195.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.993800852382797
Path 67 | total_timesteps 1211.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.995352439969016
Path 68 | total_timesteps 1227.
number of affinization with epsilon = 3 is 14
average number of affinization = 9.99690282617112
Path 69 | total_timesteps 1245.
number of affinization with epsilon = 3 is 36
average number of affinization = 10.006965944272446
Path 70 | total_timesteps 1286.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.009284332688589
Path 71 | total_timesteps 1304.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.009280742459397
Path 72 | total_timesteps 1315.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.013142636258214
Path 73 | total_timesteps 1340.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.012364760432767
Path 74 | total_timesteps 1349.
number of affinization with epsilon = 3 is 26
average number of affinization = 10.018539976825029
Path 75 | total_timesteps 1378.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.019305019305019
Path 76 | total_timesteps 1392.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.024314936318024
Path 77 | total_timesteps 1417.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.029320987654321
Path 78 | total_timesteps 1442.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.033551870420363
Path 79 | total_timesteps 1464.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.034309946029298
Path 80 | total_timesteps 1478.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.036223506743738
Path 81 | total_timesteps 1494.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.039676425269645
Path 82 | total_timesteps 1516.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.044281863688871
Path 83 | total_timesteps 1540.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.044264819091609
Path 84 | total_timesteps 1551.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.045402077722201
Path 85 | total_timesteps 1566.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.05076923076923
Path 86 | total_timesteps 1591.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.051134179161862
Path 87 | total_timesteps 1603.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.052651806302844
Path 88 | total_timesteps 1619.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.057241644256626
Path 89 | total_timesteps 1642.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.060675883256529
Path 90 | total_timesteps 1664.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.062188099808061
Path 91 | total_timesteps 1680.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.065234075211052
Path 92 | total_timesteps 1701.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.065592635212889
Path 93 | total_timesteps 1714.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.067101226993865
Path 94 | total_timesteps 1729.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.070141816788041
Path 95 | total_timesteps 1750.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.071647509578543
Path 96 | total_timesteps 1766.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.074301034086558
Path 97 | total_timesteps 1786.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.07542113323124
Path 98 | total_timesteps 1802.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.081132797550708
Path 99 | total_timesteps 1831.
number of affinization with epsilon = 3 is 26
average number of affinization = 10.087222647283856
Path 100 | total_timesteps 1859.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.088718929254302
Path 101 | total_timesteps 1875.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.089449541284404
Path 102 | total_timesteps 1888.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.093236530378295
Path 103 | total_timesteps 1909.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.09511077158136
Path 104 | total_timesteps 1926.
number of affinization with epsilon = 3 is 40
average number of affinization = 10.106529209621993
Path 105 | total_timesteps 1969.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.106870229007633
Path 106 | total_timesteps 1982.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.109118657001144
Path 107 | total_timesteps 2000.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.114797864225782
Path 108 | total_timesteps 2027.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.113991612657262
Path 109 | total_timesteps 2038.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.116234756097562
Path 110 | total_timesteps 2058.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.116190476190477
Path 111 | total_timesteps 2069.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.12033511043412
Path 112 | total_timesteps 2093.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.122953939855348
Path 113 | total_timesteps 2112.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.124048706240487
Path 114 | total_timesteps 2126.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.124381894256372
Path 115 | total_timesteps 2140.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.126996197718631
Path 116 | total_timesteps 2159.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.13074876472824
Path 117 | total_timesteps 2180.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.132218844984802
Path 118 | total_timesteps 2195.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.136346372958602
Path 119 | total_timesteps 2218.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.138952164009112
Path 120 | total_timesteps 2239.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.143074003795066
Path 121 | total_timesteps 2264.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.144916540212444
Path 122 | total_timesteps 2281.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.147516116799393
Path 123 | total_timesteps 2300.
number of affinization with epsilon = 3 is 36
average number of affinization = 10.157316148597422
Path 124 | total_timesteps 2340.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.157635467980295
Path 125 | total_timesteps 2355.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.156818181818181
Path 126 | total_timesteps 2364.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.156001514577811
Path 127 | total_timesteps 2374.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.157077971233914
Path 128 | total_timesteps 2390.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.157396897465002
Path 129 | total_timesteps 2402.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.159228441754916
Path 130 | total_timesteps 2420.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.158034026465028
Path 131 | total_timesteps 2429.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.160241874527589
Path 132 | total_timesteps 2447.
number of affinization with epsilon = 3 is 30
average number of affinization = 10.167737060823574
Path 133 | total_timesteps 2479.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.169184290030211
Path 134 | total_timesteps 2494.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.174782936957342
Path 135 | total_timesteps 2520.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.17433962264151
Path 136 | total_timesteps 2532.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.175405507355714
Path 137 | total_timesteps 2546.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.177224736048265
Path 138 | total_timesteps 2564.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.178288729739917
Path 139 | total_timesteps 2578.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.180105501130368
Path 140 | total_timesteps 2594.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.181544256120528
Path 141 | total_timesteps 2610.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.182605421686747
Path 142 | total_timesteps 2625.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.181783966879939
Path 143 | total_timesteps 2635.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.183972911963883
Path 144 | total_timesteps 2653.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.185031966904852
Path 145 | total_timesteps 2667.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.185714285714285
Path 146 | total_timesteps 2680.
number of affinization with epsilon = 3 is 46
average number of affinization = 10.199173243141676
Path 147 | total_timesteps 2728.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.202103681442525
Path 148 | total_timesteps 2748.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.206533984228313
Path 149 | total_timesteps 2772.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.205705705705705
Path 150 | total_timesteps 2781.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.206003752345216
Path 151 | total_timesteps 2793.
number of affinization with epsilon = 3 is 29
average number of affinization = 10.213053263315828
Path 152 | total_timesteps 2823.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.213348331458567
Path 153 | total_timesteps 2835.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.214767616191905
Path 154 | total_timesteps 2850.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.21431247658299
Path 155 | total_timesteps 2860.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.215355805243446
Path 156 | total_timesteps 2875.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.217521527517784
Path 157 | total_timesteps 2893.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.220059880239521
Path 158 | total_timesteps 2912.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.218481107369996
Path 159 | total_timesteps 2920.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.219521316379955
Path 160 | total_timesteps 2934.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.225046728971963
Path 161 | total_timesteps 2961.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.228325859491779
Path 162 | total_timesteps 2982.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.230108330220396
Path 163 | total_timesteps 2999.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.234503360716953
Path 164 | total_timesteps 3024.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.235908921239268
Path 165 | total_timesteps 3039.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.241044776119402
Path 166 | total_timesteps 3066.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.243938828795226
Path 167 | total_timesteps 3086.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.24496644295302
Path 168 | total_timesteps 3100.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.244875139768915
Path 169 | total_timesteps 3113.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.246646795827123
Path 170 | total_timesteps 3130.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.247672253258845
Path 171 | total_timesteps 3145.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.24795234549516
Path 172 | total_timesteps 3157.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.250093040565687
Path 173 | total_timesteps 3176.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.252604166666666
Path 174 | total_timesteps 3197.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.256600966902194
Path 175 | total_timesteps 3224.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.259479553903345
Path 176 | total_timesteps 3246.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.26049795615013
Path 177 | total_timesteps 3260.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.262630014858841
Path 178 | total_timesteps 3277.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.262161158559227
Path 179 | total_timesteps 3287.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.263919821826281
Path 180 | total_timesteps 3305.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.26456400742115
Path 181 | total_timesteps 3318.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.267062314540059
Path 182 | total_timesteps 3336.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.269558769002595
Path 183 | total_timesteps 3356.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.268346923647146
Path 184 | total_timesteps 3365.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.269359021859948
Path 185 | total_timesteps 3379.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.26925925925926
Path 186 | total_timesteps 3390.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.272121436504998
Path 187 | total_timesteps 3409.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.2720207253886
Path 188 | total_timesteps 3420.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.271550129485757
Path 189 | total_timesteps 3431.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.272559171597633
Path 190 | total_timesteps 3446.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.276894639556376
Path 191 | total_timesteps 3470.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.283074648928308
Path 192 | total_timesteps 3500.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.287033616549685
Path 193 | total_timesteps 3523.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.291728212703102
Path 194 | total_timesteps 3548.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.293835363602806
Path 195 | total_timesteps 3565.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.299261992619925
Path 196 | total_timesteps 3592.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.299520472150498
Path 197 | total_timesteps 3604.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.298672566371682
Path 198 | total_timesteps 3613.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.300405455215628
Path 199 | total_timesteps 3629.
number of affinization with epsilon = 3 is 46
average number of affinization = 10.313559322033898
Path 200 | total_timesteps 3680.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.316758747697975
Path 201 | total_timesteps 3701.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.318483063328424
Path 202 | total_timesteps 3717.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.318733897681266
Path 203 | total_timesteps 3730.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.318984547461369
Path 204 | total_timesteps 3743.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.322912835601324
Path 205 | total_timesteps 3765.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.324264705882353
Path 206 | total_timesteps 3781.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.327085630282983
Path 207 | total_timesteps 3800.
number of affinization with epsilon = 3 is 36
average number of affinization = 10.336517266715651
Path 208 | total_timesteps 3843.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.335291957399926
Path 209 | total_timesteps 3851.
number of affinization with epsilon = 3 is 31
average number of affinization = 10.34287812041116
Path 210 | total_timesteps 3887.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.343119266055046
Path 211 | total_timesteps 3899.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.341892883345562
Path 212 | total_timesteps 3907.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.343967730106344
Path 213 | total_timesteps 3925.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.346774193548388
Path 214 | total_timesteps 3949.
number of affinization with epsilon = 3 is 51
average number of affinization = 10.3616709417369
Path 215 | total_timesteps 4004.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.366666666666667
Path 216 | total_timesteps 4031.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.372757231783229
Path 217 | total_timesteps 4063.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.37298682284041
Path 218 | total_timesteps 4076.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.373216245883645
Path 219 | total_timesteps 4088.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.373445501097294
Path 220 | total_timesteps 4100.
number of affinization with epsilon = 3 is 39
average number of affinization = 10.383912248628885
Path 221 | total_timesteps 4144.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.383771929824562
Path 222 | total_timesteps 4156.
number of affinization with epsilon = 3 is 29
average number of affinization = 10.39057362075265
Path 223 | total_timesteps 4188.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.388970051132214
Path 224 | total_timesteps 4195.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.389193136181088
Path 225 | total_timesteps 4207.
number of affinization with epsilon = 3 is 29
average number of affinization = 10.395985401459853
Path 226 | total_timesteps 4238.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.394381612550164
Path 227 | total_timesteps 4245.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.397520058351569
Path 228 | total_timesteps 4267.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.40211447320452
Path 229 | total_timesteps 4294.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.401967930029155
Path 230 | total_timesteps 4307.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.405100182149363
Path 231 | total_timesteps 4327.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.407501820830298
Path 232 | total_timesteps 4345.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.408809610484164
Path 233 | total_timesteps 4360.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.408660844250363
Path 234 | total_timesteps 4371.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.407057111676973
Path 235 | total_timesteps 4381.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.40690909090909
Path 236 | total_timesteps 4394.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.406761177753545
Path 237 | total_timesteps 4406.
number of affinization with epsilon = 3 is 28
average number of affinization = 10.413154069767442
Path 238 | total_timesteps 4437.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.412277515437705
Path 239 | total_timesteps 4446.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.41358024691358
Path 240 | total_timesteps 4463.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.416333938294011
Path 241 | total_timesteps 4484.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.421625544267053
Path 242 | total_timesteps 4510.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.421472615161408
Path 243 | total_timesteps 4521.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.423495286439449
Path 244 | total_timesteps 4539.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.423341790503805
Path 245 | total_timesteps 4550.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.428260869565218
Path 246 | total_timesteps 4577.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.428467946396234
Path 247 | total_timesteps 4589.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.426864590876177
Path 248 | total_timesteps 4597.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.432138979370249
Path 249 | total_timesteps 4627.
number of affinization with epsilon = 3 is 26
average number of affinization = 10.437771345875543
Path 250 | total_timesteps 4658.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.437251356238699
Path 251 | total_timesteps 4668.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.439624005784527
Path 252 | total_timesteps 4687.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.438380917961691
Path 253 | total_timesteps 4697.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.441112716763005
Path 254 | total_timesteps 4717.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.441675695196823
Path 255 | total_timesteps 4730.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.446570397111913
Path 256 | total_timesteps 4756.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.446048357993504
Path 257 | total_timesteps 4767.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.448412698412698
Path 258 | total_timesteps 4787.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.4529390551749
Path 259 | total_timesteps 4811.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.45602018745494
Path 260 | total_timesteps 4832.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.456576576576577
Path 261 | total_timesteps 4845.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.457492795389049
Path 262 | total_timesteps 4859.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.460929060136838
Path 263 | total_timesteps 4880.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.46508279337653
Path 264 | total_timesteps 4903.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.466714645555955
Path 265 | total_timesteps 4919.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.46726618705036
Path 266 | total_timesteps 4933.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.467817331895002
Path 267 | total_timesteps 4946.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.46980589503954
Path 268 | total_timesteps 4964.
number of affinization with epsilon = 3 is 26
average number of affinization = 10.475386273805245
Path 269 | total_timesteps 4992.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.47485632183908
Path 270 | total_timesteps 5002.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.4754039497307
Path 271 | total_timesteps 5015.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.475951184493898
Path 272 | total_timesteps 5028.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.47470398277718
Path 273 | total_timesteps 5036.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.47596843615495
Path 274 | total_timesteps 5053.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.47508067407673
Path 275 | total_timesteps 5063.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.477777777777778
Path 276 | total_timesteps 5083.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.479398065209603
Path 277 | total_timesteps 5100.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.484240687679083
Path 278 | total_timesteps 5128.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.484783387039027
Path 279 | total_timesteps 5141.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.48854688618468
Path 280 | total_timesteps 5166.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.489803220035778
Path 281 | total_timesteps 5183.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.493562231759658
Path 282 | total_timesteps 5205.
number of affinization with epsilon = 3 is 31
average number of affinization = 10.500893814801573
Path 283 | total_timesteps 5238.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.502144388849178
Path 284 | total_timesteps 5254.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.503394069310469
Path 285 | total_timesteps 5271.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.5075
Path 286 | total_timesteps 5295.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.511960014280614
Path 287 | total_timesteps 5321.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.516416845110635
Path 288 | total_timesteps 5347.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.517659650374599
Path 289 | total_timesteps 5362.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.520684736091297
Path 290 | total_timesteps 5383.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.522281639928698
Path 291 | total_timesteps 5400.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.52352102637206
Path 292 | total_timesteps 5417.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.522978268614178
Path 293 | total_timesteps 5428.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.522792022792023
Path 294 | total_timesteps 5439.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.52367390530438
Path 295 | total_timesteps 5453.
number of affinization with epsilon = 3 is 42
average number of affinization = 10.534875444839857
Path 296 | total_timesteps 5498.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.534685165421559
Path 297 | total_timesteps 5509.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.534850640113797
Path 298 | total_timesteps 5522.
number of affinization with epsilon = 3 is 28
average number of affinization = 10.541059367223605
Path 299 | total_timesteps 5551.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.546197583511017
Path 300 | total_timesteps 5578.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.549911190053287
Path 301 | total_timesteps 5600.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.551136363636363
Path 302 | total_timesteps 5617.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.550585729499467
Path 303 | total_timesteps 5627.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.553938963804116
Path 304 | total_timesteps 5648.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.553387726144022
Path 305 | total_timesteps 5659.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.553900709219858
Path 306 | total_timesteps 5673.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.55512229705778
Path 307 | total_timesteps 5689.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.557406094968108
Path 308 | total_timesteps 5708.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.560042507970245
Path 309 | total_timesteps 5728.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.560552407932011
Path 310 | total_timesteps 5741.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.56141592920354
Path 311 | total_timesteps 5755.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.563694267515924
Path 312 | total_timesteps 5775.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.563848602759109
Path 313 | total_timesteps 5787.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.562942008486562
Path 314 | total_timesteps 5796.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.56344998232591
Path 315 | total_timesteps 5811.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.563957597173145
Path 316 | total_timesteps 5824.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.563758389261745
Path 317 | total_timesteps 5836.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.563912429378531
Path 318 | total_timesteps 5851.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.566537239675256
Path 319 | total_timesteps 5872.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.565278757939309
Path 320 | total_timesteps 5881.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.565784832451499
Path 321 | total_timesteps 5896.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.571579689703809
Path 322 | total_timesteps 5925.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.574198096580895
Path 323 | total_timesteps 5946.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.575757575757576
Path 324 | total_timesteps 5965.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.578724903134907
Path 325 | total_timesteps 5988.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.57887323943662
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.06    |
| Iteration     | 5        |
| MaximumReturn | 29.6     |
| MinimumReturn | -20.5    |
| TotalSamples  | 28024    |
----------------------------
itr #6 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3025239109992981
Validation loss = 0.3021294176578522
Validation loss = 0.3134646415710449
Validation loss = 0.31383436918258667
Validation loss = 0.32609155774116516
Validation loss = 0.32515400648117065
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3092520534992218
Validation loss = 0.31350693106651306
Validation loss = 0.3093750476837158
Validation loss = 0.31317493319511414
Validation loss = 0.3201468586921692
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 = 10.584653291094686
Path 1 | total_timesteps 30.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.584095707248416
Path 2 | total_timesteps 41.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.582835033415407
Path 3 | total_timesteps 49.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.586497890295359
Path 4 | total_timesteps 71.
number of affinization with epsilon = 3 is 32
average number of affinization = 10.59402460456942
Path 5 | total_timesteps 106.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.59451862262825
Path 6 | total_timesteps 119.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.596417281348788
Path 7 | total_timesteps 138.
number of affinization with epsilon = 3 is 36
average number of affinization = 10.605337078651685
Path 8 | total_timesteps 177.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.607581607581608
Path 9 | total_timesteps 198.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.607719298245614
Path 10 | total_timesteps 212.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.60961066292529
Path 11 | total_timesteps 229.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.610799438990183
Path 12 | total_timesteps 245.
number of affinization with epsilon = 3 is 34
average number of affinization = 10.61899754644234
Path 13 | total_timesteps 283.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.619831814996497
Path 14 | total_timesteps 297.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.619264448336253
Path 15 | total_timesteps 307.
number of affinization with epsilon = 3 is 28
average number of affinization = 10.625350140056023
Path 16 | total_timesteps 336.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.628981449072453
Path 17 | total_timesteps 358.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.63261021693492
Path 18 | total_timesteps 380.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.633438265127667
Path 19 | total_timesteps 396.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.632867132867133
Path 20 | total_timesteps 407.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.637888850052429
Path 21 | total_timesteps 434.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.640461215932914
Path 22 | total_timesteps 454.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.64268250087321
Path 23 | total_timesteps 472.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.641759776536313
Path 24 | total_timesteps 482.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.642582897033158
Path 25 | total_timesteps 499.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.642009769713887
Path 26 | total_timesteps 509.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.643181025462155
Path 27 | total_timesteps 524.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.64260808926081
Path 28 | total_timesteps 534.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.643429766469152
Path 29 | total_timesteps 550.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.64390243902439
Path 30 | total_timesteps 564.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.647509578544062
Path 31 | total_timesteps 586.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.6483286908078
Path 32 | total_timesteps 600.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.647406891750784
Path 33 | total_timesteps 611.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.64892136395268
Path 34 | total_timesteps 629.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.648347826086956
Path 35 | total_timesteps 640.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.650556328233657
Path 36 | total_timesteps 658.
number of affinization with epsilon = 3 is 29
average number of affinization = 10.656934306569344
Path 37 | total_timesteps 691.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.657400972897845
Path 38 | total_timesteps 705.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.662035428968391
Path 39 | total_timesteps 734.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.663194444444445
Path 40 | total_timesteps 750.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.6667823672336
Path 41 | total_timesteps 772.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.666551006245662
Path 42 | total_timesteps 783.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.667013527575442
Path 43 | total_timesteps 798.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.670943134535367
Path 44 | total_timesteps 822.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.674176776429809
Path 45 | total_timesteps 843.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.673943173943174
Path 46 | total_timesteps 855.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.674748874263942
Path 47 | total_timesteps 869.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.676592797783934
Path 48 | total_timesteps 886.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.676358601592247
Path 49 | total_timesteps 897.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.676816608996539
Path 50 | total_timesteps 911.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.678657903839502
Path 51 | total_timesteps 928.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.68118948824343
Path 52 | total_timesteps 950.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.681645350846871
Path 53 | total_timesteps 963.
number of affinization with epsilon = 3 is 26
average number of affinization = 10.686938493434692
Path 54 | total_timesteps 990.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.688773747841106
Path 55 | total_timesteps 1008.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.689917127071823
Path 56 | total_timesteps 1023.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.689678978253365
Path 57 | total_timesteps 1034.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.690821256038648
Path 58 | total_timesteps 1049.
number of affinization with epsilon = 3 is 35
average number of affinization = 10.699206622973438
Path 59 | total_timesteps 1087.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.7
Path 60 | total_timesteps 1101.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.701137538779731
Path 61 | total_timesteps 1116.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.700206753962783
Path 62 | total_timesteps 1129.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.700310024112987
Path 63 | total_timesteps 1141.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.700413223140496
Path 64 | total_timesteps 1155.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.700516351118761
Path 65 | total_timesteps 1168.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.702684101858225
Path 66 | total_timesteps 1186.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.702098383212935
Path 67 | total_timesteps 1196.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.70392022008253
Path 68 | total_timesteps 1214.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.704365761430045
Path 69 | total_timesteps 1227.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.706872852233676
Path 70 | total_timesteps 1247.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.709721745104774
Path 71 | total_timesteps 1267.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.710164835164836
Path 72 | total_timesteps 1282.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.71095090971507
Path 73 | total_timesteps 1296.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.711050102951269
Path 74 | total_timesteps 1310.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.709777015437393
Path 75 | total_timesteps 1318.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.713648834019205
Path 76 | total_timesteps 1343.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.714432636270141
Path 77 | total_timesteps 1358.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.716586703221385
Path 78 | total_timesteps 1376.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.718739294278862
Path 79 | total_timesteps 1395.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.718493150684932
Path 80 | total_timesteps 1406.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.720643615200274
Path 81 | total_timesteps 1425.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.721081451060916
Path 82 | total_timesteps 1438.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.723229558672596
Path 83 | total_timesteps 1458.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.725718194254446
Path 84 | total_timesteps 1477.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.725811965811966
Path 85 | total_timesteps 1490.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.726247436773752
Path 86 | total_timesteps 1503.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.729757430816536
Path 87 | total_timesteps 1526.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.730532786885245
Path 88 | total_timesteps 1540.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.731649026971663
Path 89 | total_timesteps 1555.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.732423208191125
Path 90 | total_timesteps 1570.
number of affinization with epsilon = 3 is 26
average number of affinization = 10.737632207437734
Path 91 | total_timesteps 1597.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.739085948158253
Path 92 | total_timesteps 1614.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.738493010569384
Path 93 | total_timesteps 1626.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.743353783231084
Path 94 | total_timesteps 1653.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.743100511073253
Path 95 | total_timesteps 1665.
number of affinization with epsilon = 3 is 28
average number of affinization = 10.748978201634877
Path 96 | total_timesteps 1694.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.74736125297923
Path 97 | total_timesteps 1701.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.747447243022464
Path 98 | total_timesteps 1713.
number of affinization with epsilon = 3 is 34
average number of affinization = 10.755358965634569
Path 99 | total_timesteps 1749.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.756462585034013
Path 100 | total_timesteps 1764.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.755185311118668
Path 101 | total_timesteps 1772.
number of affinization with epsilon = 3 is 38
average number of affinization = 10.764445955132564
Path 102 | total_timesteps 1815.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.762827047230717
Path 103 | total_timesteps 1822.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.761888586956522
Path 104 | total_timesteps 1831.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.76264855687606
Path 105 | total_timesteps 1846.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.765784114052954
Path 106 | total_timesteps 1870.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.765863590091618
Path 107 | total_timesteps 1883.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.76763907734057
Path 108 | total_timesteps 1901.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.76873516446253
Path 109 | total_timesteps 1918.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.768474576271187
Path 110 | total_timesteps 1929.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.768214164689935
Path 111 | total_timesteps 1941.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.769647696476964
Path 112 | total_timesteps 1957.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.7683711479851
Path 113 | total_timesteps 1966.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.76777251184834
Path 114 | total_timesteps 1976.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.767851099830795
Path 115 | total_timesteps 1988.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.766238159675236
Path 116 | total_timesteps 1996.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.767331755157254
Path 117 | total_timesteps 2013.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.76605814739689
Path 118 | total_timesteps 2022.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.764785400473134
Path 119 | total_timesteps 2030.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.765202702702704
Path 120 | total_timesteps 2043.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.76629517055049
Path 121 | total_timesteps 2059.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.770087778528021
Path 122 | total_timesteps 2083.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.769490381370233
Path 123 | total_timesteps 2094.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.771255060728745
Path 124 | total_timesteps 2113.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.772006745362564
Path 125 | total_timesteps 2129.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.77343223196224
Path 126 | total_timesteps 2147.
number of affinization with epsilon = 3 is 36
average number of affinization = 10.781934614088305
Path 127 | total_timesteps 2185.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.782345013477089
Path 128 | total_timesteps 2198.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.787807342539576
Path 129 | total_timesteps 2227.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.786531986531987
Path 130 | total_timesteps 2236.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.786603837091889
Path 131 | total_timesteps 2248.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.790040376850605
Path 132 | total_timesteps 2271.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.789438277833838
Path 133 | total_timesteps 2281.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.790854068594486
Path 134 | total_timesteps 2297.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.789915966386555
Path 135 | total_timesteps 2308.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.790658602150538
Path 136 | total_timesteps 2323.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.79106483036614
Path 137 | total_timesteps 2338.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.789791806581599
Path 138 | total_timesteps 2346.
number of affinization with epsilon = 3 is 23
average number of affinization = 10.793890567304464
Path 139 | total_timesteps 2370.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.795302013422818
Path 140 | total_timesteps 2387.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.794364307279437
Path 141 | total_timesteps 2398.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.797116029510395
Path 142 | total_timesteps 2419.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.800201139792156
Path 143 | total_timesteps 2445.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.799932975871315
Path 144 | total_timesteps 2456.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.798324958123953
Path 145 | total_timesteps 2463.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.800066979236437
Path 146 | total_timesteps 2481.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.801807833947104
Path 147 | total_timesteps 2501.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.802208835341366
Path 148 | total_timesteps 2514.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.800936768149883
Path 149 | total_timesteps 2522.
number of affinization with epsilon = 3 is 30
average number of affinization = 10.807357859531773
Path 150 | total_timesteps 2555.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.811099966566365
Path 151 | total_timesteps 2578.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.811497326203208
Path 152 | total_timesteps 2592.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.813899097895089
Path 153 | total_timesteps 2611.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.816633266533065
Path 154 | total_timesteps 2632.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.81636060100167
Path 155 | total_timesteps 2643.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.816421895861149
Path 156 | total_timesteps 2656.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.815148481815148
Path 157 | total_timesteps 2664.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.814876584389593
Path 158 | total_timesteps 2677.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.817939313104368
Path 159 | total_timesteps 2698.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.818333333333333
Path 160 | total_timesteps 2711.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.821059646784406
Path 161 | total_timesteps 2731.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.82111925383078
Path 162 | total_timesteps 2745.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.82084582084582
Path 163 | total_timesteps 2757.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.82057256990679
Path 164 | total_timesteps 2768.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.819966722129784
Path 165 | total_timesteps 2778.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.818030605455755
Path 166 | total_timesteps 2785.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.820419022281344
Path 167 | total_timesteps 2806.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.820146276595745
Path 168 | total_timesteps 2817.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.820206048521104
Path 169 | total_timesteps 2829.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.821262458471761
Path 170 | total_timesteps 2845.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.82298239787446
Path 171 | total_timesteps 2862.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.826693227091633
Path 172 | total_timesteps 2885.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.826086956521738
Path 173 | total_timesteps 2897.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.828798938287989
Path 174 | total_timesteps 2918.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.83084577114428
Path 175 | total_timesteps 2936.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.830901856763926
Path 176 | total_timesteps 2949.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.831952270467351
Path 177 | total_timesteps 2964.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.831345261762756
Path 178 | total_timesteps 2975.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.8340510102683
Path 179 | total_timesteps 2995.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.836754966887417
Path 180 | total_timesteps 3016.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.836477987421384
Path 181 | total_timesteps 3027.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.838186631369954
Path 182 | total_timesteps 3044.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.83857095600397
Path 183 | total_timesteps 3058.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.840939153439153
Path 184 | total_timesteps 3078.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.843305785123967
Path 185 | total_timesteps 3097.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.842696629213483
Path 186 | total_timesteps 3107.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.842748595969606
Path 187 | total_timesteps 3120.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.845112285336857
Path 188 | total_timesteps 3139.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.846153846153847
Path 189 | total_timesteps 3155.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.845874587458745
Path 190 | total_timesteps 3166.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.84658528538436
Path 191 | total_timesteps 3182.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.845316622691293
Path 192 | total_timesteps 3191.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.846686449060336
Path 193 | total_timesteps 3207.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.846077785102175
Path 194 | total_timesteps 3218.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.84645799011532
Path 195 | total_timesteps 3231.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.846508563899869
Path 196 | total_timesteps 3246.
number of affinization with epsilon = 3 is 34
average number of affinization = 10.854132367467896
Path 197 | total_timesteps 3283.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.85483870967742
Path 198 | total_timesteps 3298.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.85357025337282
Path 199 | total_timesteps 3306.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.853947368421053
Path 200 | total_timesteps 3319.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.853337717855968
Path 201 | total_timesteps 3330.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.854372123602893
Path 202 | total_timesteps 3346.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.855734472559973
Path 203 | total_timesteps 3362.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.857752956636006
Path 204 | total_timesteps 3381.
number of affinization with epsilon = 3 is 5
average number of affinization = 10.85582922824302
Path 205 | total_timesteps 3388.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.857518056467498
Path 206 | total_timesteps 3405.
number of affinization with epsilon = 3 is 4
average number of affinization = 10.855267476206105
Path 207 | total_timesteps 3411.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.856627296587927
Path 208 | total_timesteps 3429.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.856346343063299
Path 209 | total_timesteps 3440.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.85672131147541
Path 210 | total_timesteps 3455.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.86201245493281
Path 211 | total_timesteps 3483.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.86173001310616
Path 212 | total_timesteps 3494.
number of affinization with epsilon = 3 is 22
average number of affinization = 10.865378316410089
Path 213 | total_timesteps 3519.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.864440078585462
Path 214 | total_timesteps 3529.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.866121112929623
Path 215 | total_timesteps 3548.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.866164921465968
Path 216 | total_timesteps 3561.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.865554465161923
Path 217 | total_timesteps 3571.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.868868541530412
Path 218 | total_timesteps 3595.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.869892121608368
Path 219 | total_timesteps 3610.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.869934640522876
Path 220 | total_timesteps 3622.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.868343678536426
Path 221 | total_timesteps 3630.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.870999346832136
Path 222 | total_timesteps 3650.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.87071498530852
Path 223 | total_timesteps 3661.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.87402088772846
Path 224 | total_timesteps 3683.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.87536704730832
Path 225 | total_timesteps 3701.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.877364644487931
Path 226 | total_timesteps 3719.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.87675252689925
Path 227 | total_timesteps 3730.
number of affinization with epsilon = 3 is 25
average number of affinization = 10.88135593220339
Path 228 | total_timesteps 3758.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.88237210817856
Path 229 | total_timesteps 3773.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.887622149837133
Path 230 | total_timesteps 3803.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.88765874308043
Path 231 | total_timesteps 3817.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.888020833333334
Path 232 | total_timesteps 3830.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.889033517735113
Path 233 | total_timesteps 3845.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.891021470396877
Path 234 | total_timesteps 3866.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.892357723577236
Path 235 | total_timesteps 3883.
number of affinization with epsilon = 3 is 6
average number of affinization = 10.89076723016905
Path 236 | total_timesteps 3890.
number of affinization with epsilon = 3 is 29
average number of affinization = 10.896652583685407
Path 237 | total_timesteps 3921.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.898960363872645
Path 238 | total_timesteps 3940.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.900941864241636
Path 239 | total_timesteps 3960.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.9
Path 240 | total_timesteps 3969.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.901979876663422
Path 241 | total_timesteps 3989.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.902011680726801
Path 242 | total_timesteps 4002.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.901070385987675
Path 243 | total_timesteps 4012.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.902399481193255
Path 244 | total_timesteps 4028.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.901458670988655
Path 245 | total_timesteps 4037.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.900842514581983
Path 246 | total_timesteps 4048.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.901198574667962
Path 247 | total_timesteps 4061.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.900906735751295
Path 248 | total_timesteps 4073.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.899967627063775
Path 249 | total_timesteps 4082.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.9042071197411
Path 250 | total_timesteps 4107.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.90391459074733
Path 251 | total_timesteps 4119.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.903945666235446
Path 252 | total_timesteps 4131.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.905593275137408
Path 253 | total_timesteps 4148.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.908209437621203
Path 254 | total_timesteps 4169.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.911147011308563
Path 255 | total_timesteps 4190.
number of affinization with epsilon = 3 is 38
average number of affinization = 10.919896640826874
Path 256 | total_timesteps 4230.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.921536971262512
Path 257 | total_timesteps 4247.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.926726920593932
Path 258 | total_timesteps 4276.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.928686673120362
Path 259 | total_timesteps 4296.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.929032258064517
Path 260 | total_timesteps 4311.
number of affinization with epsilon = 3 is 21
average number of affinization = 10.932279909706546
Path 261 | total_timesteps 4333.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.932624113475176
Path 262 | total_timesteps 4350.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.932645826619401
Path 263 | total_timesteps 4362.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.93298969072165
Path 264 | total_timesteps 4376.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.934621578099838
Path 265 | total_timesteps 4393.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.937540244687701
Path 266 | total_timesteps 4416.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.938204055358867
Path 267 | total_timesteps 4430.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.94015444015444
Path 268 | total_timesteps 4448.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.944355098102283
Path 269 | total_timesteps 4474.
number of affinization with epsilon = 3 is 42
average number of affinization = 10.954340836012861
Path 270 | total_timesteps 4517.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.95306975249116
Path 271 | total_timesteps 4527.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.954370179948587
Path 272 | total_timesteps 4543.
number of affinization with epsilon = 3 is 27
average number of affinization = 10.959524574365563
Path 273 | total_timesteps 4572.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.959216441875402
Path 274 | total_timesteps 4585.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.959550561797753
Path 275 | total_timesteps 4598.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.9602053915276
Path 276 | total_timesteps 4612.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.959576515880654
Path 277 | total_timesteps 4623.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.958627325208466
Path 278 | total_timesteps 4632.
number of affinization with epsilon = 3 is 36
average number of affinization = 10.966655979480603
Path 279 | total_timesteps 4670.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.966025641025642
Path 280 | total_timesteps 4680.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.965716116629286
Path 281 | total_timesteps 4693.
number of affinization with epsilon = 3 is 24
average number of affinization = 10.969891095451633
Path 282 | total_timesteps 4719.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.971181556195965
Path 283 | total_timesteps 4737.
number of affinization with epsilon = 3 is 7
average number of affinization = 10.969910371318822
Path 284 | total_timesteps 4746.
number of affinization with epsilon = 3 is 9
average number of affinization = 10.96928
Path 285 | total_timesteps 4757.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.970249520153551
Path 286 | total_timesteps 4772.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.970898624880077
Path 287 | total_timesteps 4787.
number of affinization with epsilon = 3 is 12
average number of affinization = 10.971227621483376
Path 288 | total_timesteps 4800.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.973473953339726
Path 289 | total_timesteps 4820.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.973162939297124
Path 290 | total_timesteps 4831.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.976045991695944
Path 291 | total_timesteps 4852.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.978927203065133
Path 292 | total_timesteps 4873.
number of affinization with epsilon = 3 is 19
average number of affinization = 10.981487392275774
Path 293 | total_timesteps 4893.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.982131461391193
Path 294 | total_timesteps 4908.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.983732057416267
Path 295 | total_timesteps 4926.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.985331632653061
Path 296 | total_timesteps 4945.
number of affinization with epsilon = 3 is 13
average number of affinization = 10.985973860376156
Path 297 | total_timesteps 4959.
number of affinization with epsilon = 3 is 20
average number of affinization = 10.988846398980241
Path 298 | total_timesteps 4981.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.990124243389614
Path 299 | total_timesteps 4997.
number of affinization with epsilon = 3 is 18
average number of affinization = 10.99235668789809
Path 300 | total_timesteps 5019.
number of affinization with epsilon = 3 is 17
average number of affinization = 10.994269340974212
Path 301 | total_timesteps 5038.
number of affinization with epsilon = 3 is 8
average number of affinization = 10.993316359007002
Path 302 | total_timesteps 5048.
number of affinization with epsilon = 3 is 16
average number of affinization = 10.994909322303531
Path 303 | total_timesteps 5067.
number of affinization with epsilon = 3 is 11
average number of affinization = 10.994910941475826
Path 304 | total_timesteps 5080.
number of affinization with epsilon = 3 is 15
average number of affinization = 10.996184419713831
Path 305 | total_timesteps 5096.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.997139224411951
Path 306 | total_timesteps 5111.
number of affinization with epsilon = 3 is 10
average number of affinization = 10.996822370511598
Path 307 | total_timesteps 5123.
number of affinization with epsilon = 3 is 14
average number of affinization = 10.997776365946633
Path 308 | total_timesteps 5139.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.002222927913623
Path 309 | total_timesteps 5165.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.001904761904761
Path 310 | total_timesteps 5177.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.002221516978738
Path 311 | total_timesteps 5190.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.004124365482234
Path 312 | total_timesteps 5208.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.008563273073264
Path 313 | total_timesteps 5235.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.011097019657578
Path 314 | total_timesteps 5259.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.011093502377179
Path 315 | total_timesteps 5271.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.014575411913816
Path 316 | total_timesteps 5294.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.015204307887235
Path 317 | total_timesteps 5308.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.014566181127297
Path 318 | total_timesteps 5318.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.014878125989236
Path 319 | total_timesteps 5332.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.017088607594937
Path 320 | total_timesteps 5351.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.017715912685858
Path 321 | total_timesteps 5365.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.020240354206198
Path 322 | total_timesteps 5386.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.019917799557382
Path 323 | total_timesteps 5397.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.024336283185841
Path 324 | total_timesteps 5423.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.02527646129542
Path 325 | total_timesteps 5439.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.025268477574226
Path 326 | total_timesteps 5451.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.024944742658667
Path 327 | total_timesteps 5462.
number of affinization with epsilon = 3 is 32
average number of affinization = 11.031565656565656
Path 328 | total_timesteps 5498.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.031555695803092
Path 329 | total_timesteps 5510.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.029968454258675
Path 330 | total_timesteps 5518.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.029643645537686
Path 331 | total_timesteps 5529.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.031210592686003
Path 332 | total_timesteps 5546.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.031515915537346
Path 333 | total_timesteps 5559.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.030560806553245
Path 334 | total_timesteps 5569.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.029291338582677
Path 335 | total_timesteps 5577.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.029596977329975
Path 336 | total_timesteps 5592.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.033050047214353
Path 337 | total_timesteps 5616.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.033668974197608
Path 338 | total_timesteps 5631.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.032714690154137
Path 339 | total_timesteps 5640.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.032704402515723
Path 340 | total_timesteps 5652.
number of affinization with epsilon = 3 is 38
average number of affinization = 11.04118201823326
Path 341 | total_timesteps 5694.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.043054682589567
Path 342 | total_timesteps 5713.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.042412818096135
Path 343 | total_timesteps 5724.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.042399497487438
Path 344 | total_timesteps 5736.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.04552590266876
Path 345 | total_timesteps 5758.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.047394852479599
Path 346 | total_timesteps 5779.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.046752431754001
Path 347 | total_timesteps 5789.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.051442910915934
Path 348 | total_timesteps 5816.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.050172467858262
Path 349 | total_timesteps 5826.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.049216300940438
Path 350 | total_timesteps 5835.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.048260733312441
Path 351 | total_timesteps 5845.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.049185463659148
Path 352 | total_timesteps 5861.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.051675540244284
Path 353 | total_timesteps 5882.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.051659361302441
Path 354 | total_timesteps 5894.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.052269170579029
Path 355 | total_timesteps 5908.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.055381727158949
Path 356 | total_timesteps 5930.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.059430716296529
Path 357 | total_timesteps 5956.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.061288305190745
Path 358 | total_timesteps 5974.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.061269146608316
Path 359 | total_timesteps 5986.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.06375
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.91    |
| Iteration     | 6        |
| MaximumReturn | 6.73     |
| MinimumReturn | -18.4    |
| TotalSamples  | 32028    |
----------------------------
itr #7 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3132037818431854
Validation loss = 0.31816527247428894
Validation loss = 0.3226134777069092
Validation loss = 0.32771310210227966
Validation loss = 0.3260386884212494
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.31427088379859924
Validation loss = 0.3162904381752014
Validation loss = 0.31927046179771423
Validation loss = 0.32430729269981384
Validation loss = 0.3281625807285309
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 = 11.063105279600125
Path 1 | total_timesteps 11.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.066208619612741
Path 2 | total_timesteps 34.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.0655635341867
Path 3 | total_timesteps 45.
number of affinization with epsilon = 3 is 44
average number of affinization = 11.075842696629213
Path 4 | total_timesteps 92.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.077691107644306
Path 5 | total_timesteps 111.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.083281347473488
Path 6 | total_timesteps 141.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.082631743062052
Path 7 | total_timesteps 151.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.083229426433915
Path 8 | total_timesteps 165.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.0835151137426
Path 9 | total_timesteps 178.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.087538940809969
Path 10 | total_timesteps 203.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.087823108066024
Path 11 | total_timesteps 216.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.092777085927771
Path 12 | total_timesteps 246.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.09368191721133
Path 13 | total_timesteps 262.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.095519601742376
Path 14 | total_timesteps 280.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.098289269051321
Path 15 | total_timesteps 301.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.10136815920398
Path 16 | total_timesteps 326.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.101647497668635
Path 17 | total_timesteps 340.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.105966438781852
Path 18 | total_timesteps 371.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.106244175209692
Path 19 | total_timesteps 384.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.10807453416149
Path 20 | total_timesteps 405.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.108040981061782
Path 21 | total_timesteps 417.
number of affinization with epsilon = 3 is 38
average number of affinization = 11.116387337057729
Path 22 | total_timesteps 456.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.12069500465405
Path 23 | total_timesteps 485.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.120347394540943
Path 24 | total_timesteps 497.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.119689922480621
Path 25 | total_timesteps 509.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.118412895226287
Path 26 | total_timesteps 517.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.120855283545088
Path 27 | total_timesteps 538.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.12267657992565
Path 28 | total_timesteps 556.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.126974295447507
Path 29 | total_timesteps 582.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.126315789473685
Path 30 | total_timesteps 592.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.12596719281956
Path 31 | total_timesteps 603.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.127165841584159
Path 32 | total_timesteps 621.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.130838230745438
Path 33 | total_timesteps 646.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.129560915275201
Path 34 | total_timesteps 656.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.13292117465224
Path 35 | total_timesteps 679.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.13566131025958
Path 36 | total_timesteps 700.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.139326536916899
Path 37 | total_timesteps 725.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.141136504014824
Path 38 | total_timesteps 745.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.145106514356282
Path 39 | total_timesteps 772.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.14537037037037
Path 40 | total_timesteps 788.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.146559703795125
Path 41 | total_timesteps 805.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.149907464528068
Path 42 | total_timesteps 829.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.150169596053038
Path 43 | total_timesteps 844.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.15043156596794
Path 44 | total_timesteps 857.
number of affinization with epsilon = 3 is 31
average number of affinization = 11.156548536209554
Path 45 | total_timesteps 889.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.157116451016636
Path 46 | total_timesteps 903.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.158299969202341
Path 47 | total_timesteps 919.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.158559113300493
Path 48 | total_timesteps 932.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.157894736842104
Path 49 | total_timesteps 942.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.157846153846155
Path 50 | total_timesteps 957.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.159027991387266
Path 51 | total_timesteps 975.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.159286592865929
Path 52 | total_timesteps 988.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.15862280971411
Path 53 | total_timesteps 998.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.15918869084204
Path 54 | total_timesteps 1013.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.160061443932412
Path 55 | total_timesteps 1028.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.16031941031941
Path 56 | total_timesteps 1041.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.161805342339576
Path 57 | total_timesteps 1059.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.165131982811541
Path 58 | total_timesteps 1084.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.164774470696532
Path 59 | total_timesteps 1095.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.168711656441717
Path 60 | total_timesteps 1120.
number of affinization with epsilon = 3 is 30
average number of affinization = 11.174486353879178
Path 61 | total_timesteps 1151.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.174126302881668
Path 62 | total_timesteps 1163.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.17284707324548
Path 63 | total_timesteps 1171.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.176164215686274
Path 64 | total_timesteps 1194.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.181623277182236
Path 65 | total_timesteps 1224.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.180036742192284
Path 66 | total_timesteps 1233.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.180593816957453
Path 67 | total_timesteps 1249.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.182680538555692
Path 68 | total_timesteps 1270.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.184765983481187
Path 69 | total_timesteps 1291.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.189296636085627
Path 70 | total_timesteps 1320.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.188627331091409
Path 71 | total_timesteps 1330.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.187958435207824
Path 72 | total_timesteps 1340.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.18912312862817
Path 73 | total_timesteps 1356.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.188759926695175
Path 74 | total_timesteps 1367.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.189618320610688
Path 75 | total_timesteps 1382.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.19017094017094
Path 76 | total_timesteps 1397.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.190418065303632
Path 77 | total_timesteps 1410.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.190054911531421
Path 78 | total_timesteps 1422.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.194571515706008
Path 79 | total_timesteps 1449.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.19359756097561
Path 80 | total_timesteps 1459.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.1935385553185
Path 81 | total_timesteps 1471.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.19408897014016
Path 82 | total_timesteps 1487.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.195248248553153
Path 83 | total_timesteps 1503.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.195493300852618
Path 84 | total_timesteps 1518.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.195433789954338
Path 85 | total_timesteps 1530.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.196287279367011
Path 86 | total_timesteps 1545.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.195314876787345
Path 87 | total_timesteps 1554.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.196776155717762
Path 88 | total_timesteps 1571.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.195804195804195
Path 89 | total_timesteps 1582.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.200303951367781
Path 90 | total_timesteps 1611.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.201458523245215
Path 91 | total_timesteps 1628.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.202004860267314
Path 92 | total_timesteps 1644.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.204069237777103
Path 93 | total_timesteps 1663.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.20582877959927
Path 94 | total_timesteps 1681.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.204552352048559
Path 95 | total_timesteps 1691.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.205703883495145
Path 96 | total_timesteps 1707.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.204731574158325
Path 97 | total_timesteps 1716.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.203759854457246
Path 98 | total_timesteps 1725.
number of affinization with epsilon = 3 is 48
average number of affinization = 11.214913610184905
Path 99 | total_timesteps 1777.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.216363636363637
Path 100 | total_timesteps 1795.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.217206906997879
Path 101 | total_timesteps 1810.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.219563900666262
Path 102 | total_timesteps 1831.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.219497426581896
Path 103 | total_timesteps 1843.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.218825665859564
Path 104 | total_timesteps 1853.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.21875945537065
Path 105 | total_timesteps 1865.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.219600725952812
Path 106 | total_timesteps 1880.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.223162987602056
Path 107 | total_timesteps 1904.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.22279322853688
Path 108 | total_timesteps 1915.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.222121486854034
Path 109 | total_timesteps 1926.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.222658610271903
Path 110 | total_timesteps 1940.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.221685291452733
Path 111 | total_timesteps 1951.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.221618357487923
Path 112 | total_timesteps 1963.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.220645940235435
Path 113 | total_timesteps 1975.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.21997585998793
Path 114 | total_timesteps 1987.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.219909502262443
Path 115 | total_timesteps 1999.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.221049457177322
Path 116 | total_timesteps 2016.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.219776906843533
Path 117 | total_timesteps 2024.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.219409282700422
Path 118 | total_timesteps 2037.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.219343175655318
Path 119 | total_timesteps 2050.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.218975903614458
Path 120 | total_timesteps 2061.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.22071665161096
Path 121 | total_timesteps 2080.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.220650210716435
Path 122 | total_timesteps 2093.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.220282876918446
Path 123 | total_timesteps 2107.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.2205174488568
Path 124 | total_timesteps 2121.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.221353383458647
Path 125 | total_timesteps 2137.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.221587492483463
Path 126 | total_timesteps 2150.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.22122031860535
Path 127 | total_timesteps 2161.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.225060096153847
Path 128 | total_timesteps 2186.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.22559327125263
Path 129 | total_timesteps 2201.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.230930930930931
Path 130 | total_timesteps 2232.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.2323626538577
Path 131 | total_timesteps 2249.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.232593037214887
Path 132 | total_timesteps 2262.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.235823582358236
Path 133 | total_timesteps 2285.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.237852429514097
Path 134 | total_timesteps 2305.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.237481259370314
Path 135 | total_timesteps 2316.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.237709832134293
Path 136 | total_timesteps 2330.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.237638597542704
Path 137 | total_timesteps 2342.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.238466147393648
Path 138 | total_timesteps 2358.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.238095238095237
Path 139 | total_timesteps 2370.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.241317365269461
Path 140 | total_timesteps 2394.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.244238252020352
Path 141 | total_timesteps 2419.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.245062836624776
Path 142 | total_timesteps 2435.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.244092132814837
Path 143 | total_timesteps 2445.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.246411483253588
Path 144 | total_timesteps 2465.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.245142002989537
Path 145 | total_timesteps 2475.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.246563060370592
Path 146 | total_timesteps 2493.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.247385718553929
Path 147 | total_timesteps 2508.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.24731182795699
Path 148 | total_timesteps 2520.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.24753657808301
Path 149 | total_timesteps 2533.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.247164179104477
Path 150 | total_timesteps 2545.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.247388839152492
Path 151 | total_timesteps 2558.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.24791169451074
Path 152 | total_timesteps 2572.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.246943036087087
Path 153 | total_timesteps 2581.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.248658318425761
Path 154 | total_timesteps 2599.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.251266766020864
Path 155 | total_timesteps 2620.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.250297973778308
Path 156 | total_timesteps 2629.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.25290437890974
Path 157 | total_timesteps 2651.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.251340083382965
Path 158 | total_timesteps 2658.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.255730872283417
Path 159 | total_timesteps 2685.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.258928571428571
Path 160 | total_timesteps 2709.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.258851532282058
Path 161 | total_timesteps 2721.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.259071980963713
Path 162 | total_timesteps 2735.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.258994944989592
Path 163 | total_timesteps 2748.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.259809750297265
Path 164 | total_timesteps 2763.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.258543833580982
Path 165 | total_timesteps 2772.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.259655377302437
Path 166 | total_timesteps 2788.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.26017226017226
Path 167 | total_timesteps 2803.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.25979809976247
Path 168 | total_timesteps 2815.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.261205105372515
Path 169 | total_timesteps 2832.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.259643916913946
Path 170 | total_timesteps 2840.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.259863541975674
Path 171 | total_timesteps 2853.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.259786476868328
Path 172 | total_timesteps 2865.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.260005929439668
Path 173 | total_timesteps 2879.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.261410788381744
Path 174 | total_timesteps 2896.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.261333333333333
Path 175 | total_timesteps 2909.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.265995260663507
Path 176 | total_timesteps 2938.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.267100977198696
Path 177 | total_timesteps 2954.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.26672587329781
Path 178 | total_timesteps 2965.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.266646936963598
Path 179 | total_timesteps 2977.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.269526627218935
Path 180 | total_timesteps 3000.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.270925761608991
Path 181 | total_timesteps 3017.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.272324068598463
Path 182 | total_timesteps 3034.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.271947975169967
Path 183 | total_timesteps 3045.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.276004728132389
Path 184 | total_timesteps 3073.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.27562776957164
Path 185 | total_timesteps 3084.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.27436503248671
Path 186 | total_timesteps 3092.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.277531739002066
Path 187 | total_timesteps 3115.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.281582054309327
Path 188 | total_timesteps 3143.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.28238418412511
Path 189 | total_timesteps 3161.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.282595870206489
Path 190 | total_timesteps 3175.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.282217634915954
Path 191 | total_timesteps 3186.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.283018867924529
Path 192 | total_timesteps 3201.
number of affinization with epsilon = 3 is 36
average number of affinization = 11.290303566165635
Path 193 | total_timesteps 3238.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.289334119033589
Path 194 | total_timesteps 3247.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.289248895434463
Path 195 | total_timesteps 3260.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.28886925795053
Path 196 | total_timesteps 3271.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.292905504857227
Path 197 | total_timesteps 3298.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.293113596233079
Path 198 | total_timesteps 3311.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.293909973521624
Path 199 | total_timesteps 3327.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.295588235294117
Path 200 | total_timesteps 3346.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.295501323140252
Path 201 | total_timesteps 3359.
number of affinization with epsilon = 3 is 31
average number of affinization = 11.301293356848912
Path 202 | total_timesteps 3396.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.301204819277109
Path 203 | total_timesteps 3408.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.300822561692128
Path 204 | total_timesteps 3419.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.30367107195301
Path 205 | total_timesteps 3441.
number of affinization with epsilon = 3 is 32
average number of affinization = 11.309747504403992
Path 206 | total_timesteps 3474.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.313472262987966
Path 207 | total_timesteps 3500.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.315140845070422
Path 208 | total_timesteps 3519.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.315928424757994
Path 209 | total_timesteps 3534.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.317302052785923
Path 210 | total_timesteps 3554.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.32014072119613
Path 211 | total_timesteps 3578.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.320046893317702
Path 212 | total_timesteps 3591.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.324348080867273
Path 213 | total_timesteps 3619.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.325424721734036
Path 214 | total_timesteps 3635.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.325915080527086
Path 215 | total_timesteps 3649.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.326697892271662
Path 216 | total_timesteps 3664.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.326602282704126
Path 217 | total_timesteps 3676.
number of affinization with epsilon = 3 is 33
average number of affinization = 11.332943241661791
Path 218 | total_timesteps 3711.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.338110558642878
Path 219 | total_timesteps 3742.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.337719298245615
Path 220 | total_timesteps 3753.
number of affinization with epsilon = 3 is 32
average number of affinization = 11.343759134755919
Path 221 | total_timesteps 3786.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.34541203974284
Path 222 | total_timesteps 3804.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.345018989190768
Path 223 | total_timesteps 3815.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.344334112149532
Path 224 | total_timesteps 3825.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.345109489051096
Path 225 | total_timesteps 3840.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.346176298890835
Path 226 | total_timesteps 3857.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.346367084913918
Path 227 | total_timesteps 3871.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.346266044340723
Path 228 | total_timesteps 3884.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.347623213764946
Path 229 | total_timesteps 3902.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.349854227405247
Path 230 | total_timesteps 3922.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.34946079860099
Path 231 | total_timesteps 3934.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.35081585081585
Path 232 | total_timesteps 3954.
number of affinization with epsilon = 3 is 43
average number of affinization = 11.360034954849985
Path 233 | total_timesteps 4001.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.35934769947583
Path 234 | total_timesteps 4011.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.358660844250364
Path 235 | total_timesteps 4024.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.360884749708964
Path 236 | total_timesteps 4045.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.360197846959558
Path 237 | total_timesteps 4055.
number of affinization with epsilon = 3 is 39
average number of affinization = 11.368237347294938
Path 238 | total_timesteps 4096.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.372201221285257
Path 239 | total_timesteps 4123.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.375581395348837
Path 240 | total_timesteps 4147.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.375762859633827
Path 241 | total_timesteps 4162.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.37594421847763
Path 242 | total_timesteps 4176.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.376125471972117
Path 243 | total_timesteps 4191.
number of affinization with epsilon = 3 is 42
average number of affinization = 11.385017421602788
Path 244 | total_timesteps 4235.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.388679245283019
Path 245 | total_timesteps 4260.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.390887986070807
Path 246 | total_timesteps 4281.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.391644908616188
Path 247 | total_timesteps 4296.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.394721577726218
Path 248 | total_timesteps 4321.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.39895621919397
Path 249 | total_timesteps 4349.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.4
Path 250 | total_timesteps 4365.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.399304549405969
Path 251 | total_timesteps 4375.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.399768250289688
Path 252 | total_timesteps 4389.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.400521285838401
Path 253 | total_timesteps 4405.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.39982628836132
Path 254 | total_timesteps 4415.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.399131693198264
Path 255 | total_timesteps 4425.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.40017361111111
Path 256 | total_timesteps 4441.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.400057853630315
Path 257 | total_timesteps 4453.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.40080971659919
Path 258 | total_timesteps 4468.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.401850245735762
Path 259 | total_timesteps 4486.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.404046242774566
Path 260 | total_timesteps 4506.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.406240970817683
Path 261 | total_timesteps 4528.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.405834777585211
Path 262 | total_timesteps 4539.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.405140051978053
Path 263 | total_timesteps 4549.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.405600461893764
Path 264 | total_timesteps 4563.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.408369408369408
Path 265 | total_timesteps 4585.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.407386035776112
Path 266 | total_timesteps 4596.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.406980098067493
Path 267 | total_timesteps 4608.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.408016147635525
Path 268 | total_timesteps 4625.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.409339867396945
Path 269 | total_timesteps 4642.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.410086455331411
Path 270 | total_timesteps 4657.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.410544511668107
Path 271 | total_timesteps 4671.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.410138248847927
Path 272 | total_timesteps 4682.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.40915634897783
Path 273 | total_timesteps 4691.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.41105354058722
Path 274 | total_timesteps 4711.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.414388489208633
Path 275 | total_timesteps 4735.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.413693901035673
Path 276 | total_timesteps 4746.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.416738567730802
Path 277 | total_timesteps 4769.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.421219091431857
Path 278 | total_timesteps 4798.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.423110089106064
Path 279 | total_timesteps 4817.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.425862068965516
Path 280 | total_timesteps 4840.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.426027003734559
Path 281 | total_timesteps 4853.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.425043078690408
Path 282 | total_timesteps 4862.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.426356589147288
Path 283 | total_timesteps 4879.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.42881745120551
Path 284 | total_timesteps 4900.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.43012912482066
Path 285 | total_timesteps 4917.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.431440045897878
Path 286 | total_timesteps 4934.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.43475767135073
Path 287 | total_timesteps 4959.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.434346330275229
Path 288 | total_timesteps 4970.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.434795070220694
Path 289 | total_timesteps 4984.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.435243553008595
Path 290 | total_timesteps 4999.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.435978229733601
Path 291 | total_timesteps 5014.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.440435280641466
Path 292 | total_timesteps 5042.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.443458345261952
Path 293 | total_timesteps 5066.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.443903835145964
Path 294 | total_timesteps 5080.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.448354792560801
Path 295 | total_timesteps 5109.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.447654462242562
Path 296 | total_timesteps 5119.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.448384329425222
Path 297 | total_timesteps 5136.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.450829045168668
Path 298 | total_timesteps 5158.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.45070020005716
Path 299 | total_timesteps 5170.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.454571428571429
Path 300 | total_timesteps 5196.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.453584690088546
Path 301 | total_timesteps 5205.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.458595088520845
Path 302 | total_timesteps 5237.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.45789323437054
Path 303 | total_timesteps 5247.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.46175799086758
Path 304 | total_timesteps 5273.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.461626248216833
Path 305 | total_timesteps 5287.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.461779806046778
Path 306 | total_timesteps 5301.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.461077844311378
Path 307 | total_timesteps 5311.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.461801596351197
Path 308 | total_timesteps 5326.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.463664861783984
Path 309 | total_timesteps 5345.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.466381766381767
Path 310 | total_timesteps 5369.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.467103389347765
Path 311 | total_timesteps 5385.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.468963553530752
Path 312 | total_timesteps 5404.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.470822658696271
Path 313 | total_timesteps 5424.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.470688673875925
Path 314 | total_timesteps 5436.
number of affinization with epsilon = 3 is 4
average number of affinization = 11.468563300142247
Path 315 | total_timesteps 5442.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.470420932878271
Path 316 | total_timesteps 5462.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.470571509809497
Path 317 | total_timesteps 5476.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.469584991472427
Path 318 | total_timesteps 5485.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.471156578573458
Path 319 | total_timesteps 5504.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.472443181818182
Path 320 | total_timesteps 5522.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.473161033797217
Path 321 | total_timesteps 5538.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.477001703577512
Path 322 | total_timesteps 5565.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.479988646040306
Path 323 | total_timesteps 5588.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.482122587968218
Path 324 | total_timesteps 5609.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.482836879432623
Path 325 | total_timesteps 5626.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.483550765740215
Path 326 | total_timesteps 5641.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.482846611851432
Path 327 | total_timesteps 5651.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.485260770975056
Path 328 | total_timesteps 5672.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.484839897988099
Path 329 | total_timesteps 5684.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.485269121813031
Path 330 | total_timesteps 5699.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.489096573208723
Path 331 | total_timesteps 5725.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.491506228765571
Path 332 | total_timesteps 5747.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.4919332012454
Path 333 | total_timesteps 5763.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.491794001131861
Path 334 | total_timesteps 5775.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.491937765205092
Path 335 | total_timesteps 5790.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.492647058823529
Path 336 | total_timesteps 5807.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.492790500424087
Path 337 | total_timesteps 5820.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.497173544375354
Path 338 | total_timesteps 5850.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.499576151455214
Path 339 | total_timesteps 5872.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.503107344632769
Path 340 | total_timesteps 5899.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.504942106749505
Path 341 | total_timesteps 5918.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.506493506493506
Path 342 | total_timesteps 5937.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.50776178379904
Path 343 | total_timesteps 5954.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.50931151241535
Path 344 | total_timesteps 5972.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.51311706629055
Path 345 | total_timesteps 5998.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.511844331641287
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.71    |
| Iteration     | 7        |
| MaximumReturn | 19.8     |
| MinimumReturn | -19.5    |
| TotalSamples  | 36034    |
----------------------------
itr #8 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.31261146068573
Validation loss = 0.32993146777153015
Validation loss = 0.32940003275871277
Validation loss = 0.3327184319496155
Validation loss = 0.3368028998374939
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.31847918033599854
Validation loss = 0.32515767216682434
Validation loss = 0.32820868492126465
Validation loss = 0.3380148410797119
Validation loss = 0.34182417392730713
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 = 11.51141809980265
Path 1 | total_timesteps 11.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.510428410372041
Path 2 | total_timesteps 20.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.51141166525782
Path 3 | total_timesteps 36.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.510985915492958
Path 4 | total_timesteps 48.
number of affinization with epsilon = 3 is 31
average number of affinization = 11.516474232610532
Path 5 | total_timesteps 81.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.516047297297296
Path 6 | total_timesteps 92.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.51702786377709
Path 7 | total_timesteps 108.
number of affinization with epsilon = 3 is 35
average number of affinization = 11.523635340461452
Path 8 | total_timesteps 146.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.526019690576653
Path 9 | total_timesteps 168.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.525590551181102
Path 10 | total_timesteps 179.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.52909755411864
Path 11 | total_timesteps 204.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.532602585722316
Path 12 | total_timesteps 230.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.533576847429053
Path 13 | total_timesteps 246.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.534269662921348
Path 14 | total_timesteps 261.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.534681269306375
Path 15 | total_timesteps 276.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.537338573834925
Path 16 | total_timesteps 302.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.539433062026383
Path 17 | total_timesteps 322.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.538720538720538
Path 18 | total_timesteps 332.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.539410939691445
Path 19 | total_timesteps 347.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.543185642176107
Path 20 | total_timesteps 373.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.542472666105972
Path 21 | total_timesteps 383.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.545403587443946
Path 22 | total_timesteps 406.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.545811151583077
Path 23 | total_timesteps 421.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.547619047619047
Path 24 | total_timesteps 440.
number of affinization with epsilon = 3 is 39
average number of affinization = 11.555306636796416
Path 25 | total_timesteps 481.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.556270996640537
Path 26 | total_timesteps 498.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.559753708368318
Path 27 | total_timesteps 523.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.562674874090655
Path 28 | total_timesteps 546.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.562797202797203
Path 29 | total_timesteps 559.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.56403803131991
Path 30 | total_timesteps 576.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.565557729941291
Path 31 | total_timesteps 594.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.565679150363332
Path 32 | total_timesteps 607.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.56635931824532
Path 33 | total_timesteps 623.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.564525139664804
Path 34 | total_timesteps 630.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.564367495113096
Path 35 | total_timesteps 642.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.56532663316583
Path 36 | total_timesteps 658.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.567680714485068
Path 37 | total_timesteps 681.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.569475446428571
Path 38 | total_timesteps 700.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.572105997210599
Path 39 | total_timesteps 723.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.57361963190184
Path 40 | total_timesteps 741.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.575689991636464
Path 41 | total_timesteps 762.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.579988851727983
Path 42 | total_timesteps 790.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.581220395653386
Path 43 | total_timesteps 808.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.584958217270195
Path 44 | total_timesteps 835.
number of affinization with epsilon = 3 is 36
average number of affinization = 11.59175717070454
Path 45 | total_timesteps 873.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.592984409799554
Path 46 | total_timesteps 891.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.595324241580851
Path 47 | total_timesteps 912.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.594602114635503
Path 48 | total_timesteps 923.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.59721835883171
Path 49 | total_timesteps 945.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.596496106785317
Path 50 | total_timesteps 955.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.596886294134
Path 51 | total_timesteps 969.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.601445247359644
Path 52 | total_timesteps 1001.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.60127813281467
Path 53 | total_timesteps 1013.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.603333333333333
Path 54 | total_timesteps 1034.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.605387392391002
Path 55 | total_timesteps 1055.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.60410882842865
Path 56 | total_timesteps 1064.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.607549264501804
Path 57 | total_timesteps 1089.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.608213096559378
Path 58 | total_timesteps 1105.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.608599167822469
Path 59 | total_timesteps 1120.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.60981697171381
Path 60 | total_timesteps 1138.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.611588577765456
Path 61 | total_timesteps 1159.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.61031042128603
Path 62 | total_timesteps 1167.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.610695483513439
Path 63 | total_timesteps 1181.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.611080332409973
Path 64 | total_timesteps 1195.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.61368042093603
Path 65 | total_timesteps 1218.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.613233665559246
Path 66 | total_timesteps 1230.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.617215610296153
Path 67 | total_timesteps 1258.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.62202545655783
Path 68 | total_timesteps 1288.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.62295988934993
Path 69 | total_timesteps 1304.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.624446902654867
Path 70 | total_timesteps 1323.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.626486038153166
Path 71 | total_timesteps 1343.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.627418463239358
Path 72 | total_timesteps 1359.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.62807405360597
Path 73 | total_timesteps 1374.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.629005524861878
Path 74 | total_timesteps 1390.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.629384148025407
Path 75 | total_timesteps 1404.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.629486471562673
Path 76 | total_timesteps 1417.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.629312724261661
Path 77 | total_timesteps 1430.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.629415011037528
Path 78 | total_timesteps 1443.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.629241379310345
Path 79 | total_timesteps 1455.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.62934362934363
Path 80 | total_timesteps 1469.
number of affinization with epsilon = 3 is 33
average number of affinization = 11.635235732009926
Path 81 | total_timesteps 1505.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.633958103638369
Path 82 | total_timesteps 1514.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.633232295398182
Path 83 | total_timesteps 1524.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.632506887052342
Path 84 | total_timesteps 1535.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.631781878270449
Path 85 | total_timesteps 1545.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.631883259911895
Path 86 | total_timesteps 1559.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.63418662262593
Path 87 | total_timesteps 1580.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.633736929003852
Path 88 | total_timesteps 1591.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.638514442916094
Path 89 | total_timesteps 1623.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.642464246424643
Path 90 | total_timesteps 1651.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.64393731097058
Path 91 | total_timesteps 1670.
number of affinization with epsilon = 3 is 30
average number of affinization = 11.648982957669048
Path 92 | total_timesteps 1702.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.65045342126958
Path 93 | total_timesteps 1722.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.649725274725276
Path 94 | total_timesteps 1732.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.650096127437518
Path 95 | total_timesteps 1746.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.6499176276771
Path 96 | total_timesteps 1758.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.651935218226736
Path 97 | total_timesteps 1779.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.652305159165753
Path 98 | total_timesteps 1793.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.652949245541839
Path 99 | total_timesteps 1808.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.653867251782776
Path 100 | total_timesteps 1824.
number of affinization with epsilon = 3 is 5
average number of affinization = 11.652042774883466
Path 101 | total_timesteps 1831.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.653508771929825
Path 102 | total_timesteps 1850.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.655796108522884
Path 103 | total_timesteps 1872.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.656438356164383
Path 104 | total_timesteps 1887.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.65762804711038
Path 105 | total_timesteps 1905.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.66210295728368
Path 106 | total_timesteps 1934.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.663016698603887
Path 107 | total_timesteps 1950.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.66256157635468
Path 108 | total_timesteps 1961.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.66374829001368
Path 109 | total_timesteps 1979.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.664387308533916
Path 110 | total_timesteps 1994.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.66502597757725
Path 111 | total_timesteps 2009.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.669764898851831
Path 112 | total_timesteps 2040.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.669035255534299
Path 113 | total_timesteps 2050.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.668032786885245
Path 114 | total_timesteps 2060.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.670308658836383
Path 115 | total_timesteps 2082.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.670125614418351
Path 116 | total_timesteps 2094.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.66994266994267
Path 117 | total_timesteps 2106.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.672489082969433
Path 118 | total_timesteps 2128.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.67612551159618
Path 119 | total_timesteps 2156.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.677304964539006
Path 120 | total_timesteps 2173.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.678483774202345
Path 121 | total_timesteps 2190.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.681842966194111
Path 122 | total_timesteps 2215.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.681112019623876
Path 123 | total_timesteps 2227.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.681198910081743
Path 124 | total_timesteps 2242.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.680740942522473
Path 125 | total_timesteps 2254.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.68218954248366
Path 126 | total_timesteps 2273.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.680914783555677
Path 127 | total_timesteps 2281.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.682362547632009
Path 128 | total_timesteps 2300.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.681904761904763
Path 129 | total_timesteps 2311.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.681447225244831
Path 130 | total_timesteps 2322.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.682349741637204
Path 131 | total_timesteps 2339.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.681892332789559
Path 132 | total_timesteps 2350.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.68116335960859
Path 133 | total_timesteps 2361.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.681521739130435
Path 134 | total_timesteps 2375.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.681608258625374
Path 135 | total_timesteps 2388.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.684139054861488
Path 136 | total_timesteps 2410.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.68503937007874
Path 137 | total_timesteps 2427.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.68485342019544
Path 138 | total_timesteps 2439.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.684938941655359
Path 139 | total_timesteps 2452.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.68529571351058
Path 140 | total_timesteps 2466.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.686737184703011
Path 141 | total_timesteps 2485.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.687093275488069
Path 142 | total_timesteps 2499.
number of affinization with epsilon = 3 is 34
average number of affinization = 11.693141772838167
Path 143 | total_timesteps 2535.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.695934959349593
Path 144 | total_timesteps 2559.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.696017339474396
Path 145 | total_timesteps 2573.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.69718309859155
Path 146 | total_timesteps 2590.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.69726509612781
Path 147 | total_timesteps 2604.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.700324851109908
Path 148 | total_timesteps 2628.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.700405953991881
Path 149 | total_timesteps 2641.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.701569264069263
Path 150 | total_timesteps 2658.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.700297538544765
Path 151 | total_timesteps 2667.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.701460248783127
Path 152 | total_timesteps 2684.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.701811300351446
Path 153 | total_timesteps 2698.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.70135135135135
Path 154 | total_timesteps 2709.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.701972439881112
Path 155 | total_timesteps 2724.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.703403565640194
Path 156 | total_timesteps 2743.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.702133405347016
Path 157 | total_timesteps 2751.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.701133909287257
Path 158 | total_timesteps 2760.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.70310391363023
Path 159 | total_timesteps 2781.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.702914193200217
Path 160 | total_timesteps 2793.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.701375775559752
Path 161 | total_timesteps 2801.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.70091693635383
Path 162 | total_timesteps 2813.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.703963332434618
Path 163 | total_timesteps 2839.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.706738544474394
Path 164 | total_timesteps 2862.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.706009161950957
Path 165 | total_timesteps 2872.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.706088362068966
Path 166 | total_timesteps 2885.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.705628871532454
Path 167 | total_timesteps 2897.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.705708131394722
Path 168 | total_timesteps 2910.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.706594885598923
Path 169 | total_timesteps 2926.
number of affinization with epsilon = 3 is 39
average number of affinization = 11.71393972012917
Path 170 | total_timesteps 2966.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.714823782620392
Path 171 | total_timesteps 2984.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.716783216783217
Path 172 | total_timesteps 3004.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.720086044635655
Path 173 | total_timesteps 3029.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.720161290322581
Path 174 | total_timesteps 3043.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.719967750604676
Path 175 | total_timesteps 3056.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.720311660397636
Path 176 | total_timesteps 3072.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.721729787805533
Path 177 | total_timesteps 3090.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.725026852846401
Path 178 | total_timesteps 3115.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.729664429530201
Path 179 | total_timesteps 3146.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.730542136339238
Path 180 | total_timesteps 3162.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.731687684464717
Path 181 | total_timesteps 3179.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.734442060085836
Path 182 | total_timesteps 3204.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.738803968892464
Path 183 | total_timesteps 3234.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.738605898123325
Path 184 | total_timesteps 3246.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.738139908871617
Path 185 | total_timesteps 3258.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.738210075026796
Path 186 | total_timesteps 3271.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.73988748995446
Path 187 | total_timesteps 3292.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.740492769148366
Path 188 | total_timesteps 3307.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.741097724230254
Path 189 | total_timesteps 3322.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.741167023554604
Path 190 | total_timesteps 3336.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.742841851752743
Path 191 | total_timesteps 3356.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.742375601926163
Path 192 | total_timesteps 3367.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.744316662209147
Path 193 | total_timesteps 3388.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.745187165775402
Path 194 | total_timesteps 3405.
number of affinization with epsilon = 3 is 26
average number of affinization = 11.748997594226143
Path 195 | total_timesteps 3433.
number of affinization with epsilon = 3 is 51
average number of affinization = 11.759486905398182
Path 196 | total_timesteps 3489.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.759016831418649
Path 197 | total_timesteps 3501.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.759081196581196
Path 198 | total_timesteps 3515.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.75807743658211
Path 199 | total_timesteps 3525.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.758942872397224
Path 200 | total_timesteps 3542.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.759540966106218
Path 201 | total_timesteps 3560.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.76093916755603
Path 202 | total_timesteps 3578.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.762336623099493
Path 203 | total_timesteps 3597.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.766933333333334
Path 204 | total_timesteps 3631.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.76752865902426
Path 205 | total_timesteps 3646.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.767057569296375
Path 206 | total_timesteps 3657.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.769517719158006
Path 207 | total_timesteps 3679.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.768779968034098
Path 208 | total_timesteps 3689.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.770439414114515
Path 209 | total_timesteps 3708.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.772630457933973
Path 210 | total_timesteps 3731.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.77402182592494
Path 211 | total_timesteps 3750.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.773283661522086
Path 212 | total_timesteps 3760.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.776802341048151
Path 213 | total_timesteps 3788.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.777659574468085
Path 214 | total_timesteps 3804.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.780111672427546
Path 215 | total_timesteps 3827.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.779638490164807
Path 216 | total_timesteps 3840.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.782354504384799
Path 217 | total_timesteps 3864.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.783209351753454
Path 218 | total_timesteps 3880.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.785657370517928
Path 219 | total_timesteps 3902.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.784652150823154
Path 220 | total_timesteps 3911.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.783647464826121
Path 221 | total_timesteps 3921.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.78715498938429
Path 222 | total_timesteps 3947.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.785884850092863
Path 223 | total_timesteps 3956.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.789920424403183
Path 224 | total_timesteps 3985.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.789445770352692
Path 225 | total_timesteps 3996.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.790296924708377
Path 226 | total_timesteps 4012.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.791942751126424
Path 227 | total_timesteps 4032.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.792792792792794
Path 228 | total_timesteps 4048.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.792847682119206
Path 229 | total_timesteps 4061.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.79290254237288
Path 230 | total_timesteps 4074.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.792163092401378
Path 231 | total_timesteps 4084.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.794600317628374
Path 232 | total_timesteps 4106.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.793596189468113
Path 233 | total_timesteps 4116.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.795767195767196
Path 234 | total_timesteps 4137.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.797143612800847
Path 235 | total_timesteps 4155.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.797726070861978
Path 236 | total_timesteps 4170.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.800951625693894
Path 237 | total_timesteps 4197.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.802061310782241
Path 238 | total_timesteps 4214.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.800792602377808
Path 239 | total_timesteps 4222.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.801373481246697
Path 240 | total_timesteps 4238.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.803802482175865
Path 241 | total_timesteps 4261.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.804118268215417
Path 242 | total_timesteps 4275.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.802850356294536
Path 243 | total_timesteps 4283.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.805013192612137
Path 244 | total_timesteps 4305.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.80638353996307
Path 245 | total_timesteps 4323.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.809071729957806
Path 246 | total_timesteps 4346.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.809912997627208
Path 247 | total_timesteps 4363.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.81312598840274
Path 248 | total_timesteps 4388.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.813175230566534
Path 249 | total_timesteps 4403.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.814014752370916
Path 250 | total_timesteps 4421.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.812746905451672
Path 251 | total_timesteps 4429.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.812796208530806
Path 252 | total_timesteps 4442.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.814688075809423
Path 253 | total_timesteps 4465.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.814736842105264
Path 254 | total_timesteps 4479.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.817153380689293
Path 255 | total_timesteps 4501.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.816675433982114
Path 256 | total_timesteps 4512.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.820930844070471
Path 257 | total_timesteps 4541.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.82124079915878
Path 258 | total_timesteps 4555.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.82233902759527
Path 259 | total_timesteps 4574.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.825538623226484
Path 260 | total_timesteps 4599.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.826109797741003
Path 261 | total_timesteps 4614.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.826418067226891
Path 262 | total_timesteps 4629.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.826463638750328
Path 263 | total_timesteps 4643.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.828871391076115
Path 264 | total_timesteps 4666.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.833377066386776
Path 265 | total_timesteps 4696.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.833158447009444
Path 266 | total_timesteps 4708.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.832677681615525
Path 267 | total_timesteps 4719.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.834819087572102
Path 268 | total_timesteps 4742.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.833551769331585
Path 269 | total_timesteps 4751.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.832285115303984
Path 270 | total_timesteps 4759.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.833376997642127
Path 271 | total_timesteps 4777.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.832896804609744
Path 272 | total_timesteps 4790.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.833464257659074
Path 273 | total_timesteps 4807.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.832722513089005
Path 274 | total_timesteps 4817.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.833289714734363
Path 275 | total_timesteps 4832.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.83621140763998
Path 276 | total_timesteps 4856.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.836254250588542
Path 277 | total_timesteps 4869.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.840219665271967
Path 278 | total_timesteps 4897.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.840261437908497
Path 279 | total_timesteps 4910.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.84161003659174
Path 280 | total_timesteps 4930.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.843480533054612
Path 281 | total_timesteps 4951.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.843782654127482
Path 282 | total_timesteps 4965.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.845390441368503
Path 283 | total_timesteps 4985.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.849608355091384
Path 284 | total_timesteps 5014.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.848603497781259
Path 285 | total_timesteps 5023.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.850208768267223
Path 286 | total_timesteps 5043.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.849465170884425
Path 287 | total_timesteps 5053.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.851851851851851
Path 288 | total_timesteps 5076.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.853715775749674
Path 289 | total_timesteps 5096.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.854014598540147
Path 290 | total_timesteps 5111.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.85457388584832
Path 291 | total_timesteps 5127.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.856696195935383
Path 292 | total_timesteps 5149.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.856212555352956
Path 293 | total_timesteps 5160.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.857291666666667
Path 294 | total_timesteps 5178.
number of affinization with epsilon = 3 is 25
average number of affinization = 11.860713355896902
Path 295 | total_timesteps 5206.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.863872982821448
Path 296 | total_timesteps 5231.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.864168618266978
Path 297 | total_timesteps 5245.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.863423517169615
Path 298 | total_timesteps 5258.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.865279583875163
Path 299 | total_timesteps 5280.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.866094643785752
Path 300 | total_timesteps 5297.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.865349623082922
Path 301 | total_timesteps 5309.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.865904365904365
Path 302 | total_timesteps 5324.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.86645882047285
Path 303 | total_timesteps 5339.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.865454545454545
Path 304 | total_timesteps 5349.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.86419111918982
Path 305 | total_timesteps 5357.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.868120456905503
Path 306 | total_timesteps 5385.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.868154684661302
Path 307 | total_timesteps 5399.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.87026466009341
Path 308 | total_timesteps 5421.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.86952010376135
Path 309 | total_timesteps 5431.
number of affinization with epsilon = 3 is 39
average number of affinization = 11.87655601659751
Path 310 | total_timesteps 5471.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.8796992481203
Path 311 | total_timesteps 5497.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.879730430274753
Path 312 | total_timesteps 5512.
number of affinization with epsilon = 3 is 47
average number of affinization = 11.888831303446489
Path 313 | total_timesteps 5563.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.889378238341969
Path 314 | total_timesteps 5581.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.888629888629888
Path 315 | total_timesteps 5591.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.891506991196271
Path 316 | total_timesteps 5617.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.893606005695055
Path 317 | total_timesteps 5639.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.894151138716357
Path 318 | total_timesteps 5654.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.893661060802069
Path 319 | total_timesteps 5665.
number of affinization with epsilon = 3 is 32
average number of affinization = 11.89886187273668
Path 320 | total_timesteps 5701.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.899146625290923
Path 321 | total_timesteps 5716.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.902275077559462
Path 322 | total_timesteps 5741.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.905401912638926
Path 323 | total_timesteps 5768.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.90594315245478
Path 324 | total_timesteps 5783.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.906742443812968
Path 325 | total_timesteps 5802.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.909865702479339
Path 326 | total_timesteps 5828.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.910663568293312
Path 327 | total_timesteps 5844.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.91094475993805
Path 328 | total_timesteps 5858.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.911483870967741
Path 329 | total_timesteps 5874.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.911506707946337
Path 330 | total_timesteps 5887.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.910497807583182
Path 331 | total_timesteps 5897.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.911294481691593
Path 332 | total_timesteps 5913.
number of affinization with epsilon = 3 is 21
average number of affinization = 11.91363753544728
Path 333 | total_timesteps 5935.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.915721649484537
Path 334 | total_timesteps 5957.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.917547023962896
Path 335 | total_timesteps 5977.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.91705306543019
Path 336 | total_timesteps 5988.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.916559361318567
Path 337 | total_timesteps 5999.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.91761071060762
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.21    |
| Iteration     | 8        |
| MaximumReturn | 14.9     |
| MinimumReturn | -22.2    |
| TotalSamples  | 40044    |
----------------------------
itr #9 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3226321041584015
Validation loss = 0.34889447689056396
Validation loss = 0.3339831233024597
Validation loss = 0.3403727412223816
Validation loss = 0.340446412563324
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.323368102312088
Validation loss = 0.3286142945289612
Validation loss = 0.33874958753585815
Validation loss = 0.3329938054084778
Validation loss = 0.34458327293395996
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 = 11.918146718146717
Path 1 | total_timesteps 15.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.920998455995882
Path 2 | total_timesteps 41.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.921533316182146
Path 3 | total_timesteps 56.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.922067901234568
Path 4 | total_timesteps 72.
number of affinization with epsilon = 3 is 32
average number of affinization = 11.927230650552842
Path 5 | total_timesteps 106.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.92853470437018
Path 6 | total_timesteps 125.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.928553071189926
Path 7 | total_timesteps 138.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.927543679342241
Path 8 | total_timesteps 147.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.928076033907013
Path 9 | total_timesteps 162.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.92809450436569
Path 10 | total_timesteps 176.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.927342747111682
Path 11 | total_timesteps 186.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.927104722792608
Path 12 | total_timesteps 198.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.926610212984347
Path 13 | total_timesteps 209.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.92637249871729
Path 14 | total_timesteps 222.
number of affinization with epsilon = 3 is 42
average number of affinization = 11.93408566299051
Path 15 | total_timesteps 266.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.934358974358974
Path 16 | total_timesteps 280.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.934888490130735
Path 17 | total_timesteps 296.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.937467965146078
Path 18 | total_timesteps 319.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.937483986676915
Path 19 | total_timesteps 332.
number of affinization with epsilon = 3 is 33
average number of affinization = 11.942879098360656
Path 20 | total_timesteps 366.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.943918053777208
Path 21 | total_timesteps 383.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.943164362519202
Path 22 | total_timesteps 393.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.942922958791913
Path 23 | total_timesteps 405.
number of affinization with epsilon = 3 is 24
average number of affinization = 11.946008188331627
Path 24 | total_timesteps 430.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.947045280122794
Path 25 | total_timesteps 447.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.946547314578005
Path 26 | total_timesteps 458.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.94758373817438
Path 27 | total_timesteps 475.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.946830265848671
Path 28 | total_timesteps 485.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.948377204191157
Path 29 | total_timesteps 505.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.948390393459377
Path 30 | total_timesteps 519.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.948914431673053
Path 31 | total_timesteps 536.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.949182839632277
Path 32 | total_timesteps 550.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.9484299208578
Path 33 | total_timesteps 560.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.948443083205717
Path 34 | total_timesteps 574.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.947180403164072
Path 35 | total_timesteps 584.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.948979591836734
Path 36 | total_timesteps 605.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.949502677888294
Path 37 | total_timesteps 621.
number of affinization with epsilon = 3 is 23
average number of affinization = 11.952320244773075
Path 38 | total_timesteps 646.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.951567677797604
Path 39 | total_timesteps 656.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.95183486238532
Path 40 | total_timesteps 671.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.952866242038217
Path 41 | total_timesteps 688.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.953387671930718
Path 42 | total_timesteps 704.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.953654188948306
Path 43 | total_timesteps 718.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.952393075356415
Path 44 | total_timesteps 726.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.956222957495546
Path 45 | total_timesteps 754.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.95648854961832
Path 46 | total_timesteps 769.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.955736453828543
Path 47 | total_timesteps 779.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.95473041709054
Path 48 | total_timesteps 788.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.955758962623952
Path 49 | total_timesteps 805.
number of affinization with epsilon = 3 is 6
average number of affinization = 11.954245043213016
Path 50 | total_timesteps 813.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.956035578144855
Path 51 | total_timesteps 835.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.956808943089431
Path 52 | total_timesteps 851.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.955803911607823
Path 53 | total_timesteps 861.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.955561198577959
Path 54 | total_timesteps 874.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.956334094947957
Path 55 | total_timesteps 891.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.956345177664975
Path 56 | total_timesteps 904.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.956356254757676
Path 57 | total_timesteps 917.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.956113647894469
Path 58 | total_timesteps 930.
number of affinization with epsilon = 3 is 28
average number of affinization = 11.960182602079636
Path 59 | total_timesteps 961.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.961460446247465
Path 60 | total_timesteps 979.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.961470215462612
Path 61 | total_timesteps 993.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.963253928028383
Path 62 | total_timesteps 1013.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.96300988092222
Path 63 | total_timesteps 1025.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.961752786220872
Path 64 | total_timesteps 1033.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.964294758166625
Path 65 | total_timesteps 1056.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.964303797468354
Path 66 | total_timesteps 1069.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.964565932675272
Path 67 | total_timesteps 1083.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.964321862348179
Path 68 | total_timesteps 1095.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.963824943081205
Path 69 | total_timesteps 1107.
number of affinization with epsilon = 3 is 31
average number of affinization = 11.968639352554375
Path 70 | total_timesteps 1142.
number of affinization with epsilon = 3 is 33
average number of affinization = 11.973957016434893
Path 71 | total_timesteps 1178.
number of affinization with epsilon = 3 is 20
average number of affinization = 11.975985844287159
Path 72 | total_timesteps 1200.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.977508213292898
Path 73 | total_timesteps 1221.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.978019201616979
Path 74 | total_timesteps 1236.
number of affinization with epsilon = 3 is 29
average number of affinization = 11.982318767365497
Path 75 | total_timesteps 1266.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.982323232323232
Path 76 | total_timesteps 1279.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.981822772027266
Path 77 | total_timesteps 1290.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.98283695103483
Path 78 | total_timesteps 1307.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.981831945495836
Path 79 | total_timesteps 1316.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.983097880928355
Path 80 | total_timesteps 1334.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.982093316519546
Path 81 | total_timesteps 1343.
number of affinization with epsilon = 3 is 9
average number of affinization = 11.98134140191629
Path 82 | total_timesteps 1354.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.981598185026469
Path 83 | total_timesteps 1370.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.982862903225806
Path 84 | total_timesteps 1388.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.983371126228269
Path 85 | total_timesteps 1403.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.98463476070529
Path 86 | total_timesteps 1421.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.984638630067993
Path 87 | total_timesteps 1435.
number of affinization with epsilon = 3 is 22
average number of affinization = 11.987160120845921
Path 88 | total_timesteps 1459.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.987666750566323
Path 89 | total_timesteps 1474.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.987166582788122
Path 90 | total_timesteps 1486.
number of affinization with epsilon = 3 is 18
average number of affinization = 11.988679245283018
Path 91 | total_timesteps 1505.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.988933601609657
Path 92 | total_timesteps 1520.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.989439275836057
Path 93 | total_timesteps 1535.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.989441930618401
Path 94 | total_timesteps 1550.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.989947222920332
Path 95 | total_timesteps 1567.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.990452261306533
Path 96 | total_timesteps 1584.
number of affinization with epsilon = 3 is 14
average number of affinization = 11.990957045968349
Path 97 | total_timesteps 1600.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.990959316926167
Path 98 | total_timesteps 1613.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.99096158674366
Path 99 | total_timesteps 1626.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.99121485943775
Path 100 | total_timesteps 1642.
number of affinization with epsilon = 3 is 16
average number of affinization = 11.992220828105395
Path 101 | total_timesteps 1661.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.991721023582539
Path 102 | total_timesteps 1672.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.991973915224479
Path 103 | total_timesteps 1686.
number of affinization with epsilon = 3 is 13
average number of affinization = 11.99222668004012
Path 104 | total_timesteps 1701.
number of affinization with epsilon = 3 is 15
average number of affinization = 11.99298069691652
Path 105 | total_timesteps 1717.
number of affinization with epsilon = 3 is 12
average number of affinization = 11.992982456140352
Path 106 | total_timesteps 1731.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.992733650714106
Path 107 | total_timesteps 1743.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.991733466933868
Path 108 | total_timesteps 1752.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.991234660656149
Path 109 | total_timesteps 1765.
number of affinization with epsilon = 3 is 17
average number of affinization = 11.99248873309965
Path 110 | total_timesteps 1784.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.991989987484356
Path 111 | total_timesteps 1795.
number of affinization with epsilon = 3 is 27
average number of affinization = 11.995745745745745
Path 112 | total_timesteps 1826.
number of affinization with epsilon = 3 is 19
average number of affinization = 11.997498123592695
Path 113 | total_timesteps 1846.
number of affinization with epsilon = 3 is 8
average number of affinization = 11.996498249124562
Path 114 | total_timesteps 1855.
number of affinization with epsilon = 3 is 11
average number of affinization = 11.996249062265566
Path 115 | total_timesteps 1868.
number of affinization with epsilon = 3 is 36
average number of affinization = 12.00225
Path 116 | total_timesteps 1906.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.001749562609348
Path 117 | total_timesteps 1918.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.002748625687156
Path 118 | total_timesteps 1935.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.001498875843117
Path 119 | total_timesteps 1943.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.002247752247753
Path 120 | total_timesteps 1959.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.000749063670412
Path 121 | total_timesteps 1967.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.999500748876684
Path 122 | total_timesteps 1975.
number of affinization with epsilon = 3 is 10
average number of affinization = 11.99900174694285
Path 123 | total_timesteps 1988.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.000748502994012
Path 124 | total_timesteps 2008.
number of affinization with epsilon = 3 is 7
average number of affinization = 11.999501122474433
Path 125 | total_timesteps 2016.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.000748129675811
Path 126 | total_timesteps 2035.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.00024931438544
Path 127 | total_timesteps 2047.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.00099700897308
Path 128 | total_timesteps 2064.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.002242711188638
Path 129 | total_timesteps 2083.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.00348779272546
Path 130 | total_timesteps 2101.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.00373599003736
Path 131 | total_timesteps 2116.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.002988047808765
Path 132 | total_timesteps 2127.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.005476723923326
Path 133 | total_timesteps 2151.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.0059731209557
Path 134 | total_timesteps 2167.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.007962179646679
Path 135 | total_timesteps 2189.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.006716417910448
Path 136 | total_timesteps 2197.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.005719970156678
Path 137 | total_timesteps 2207.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.004475385380408
Path 138 | total_timesteps 2215.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.006214267959235
Path 139 | total_timesteps 2238.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.00596421471173
Path 140 | total_timesteps 2250.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.007453416149069
Path 141 | total_timesteps 2270.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.00869349230005
Path 142 | total_timesteps 2289.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.008939657313137
Path 143 | total_timesteps 2303.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.00819265143992
Path 144 | total_timesteps 2314.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.007197815835195
Path 145 | total_timesteps 2323.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.01017369727047
Path 146 | total_timesteps 2350.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.01091540560655
Path 147 | total_timesteps 2366.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.015128968253968
Path 148 | total_timesteps 2396.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.018844532606
Path 149 | total_timesteps 2426.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.019087754090233
Path 150 | total_timesteps 2440.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.020322180916976
Path 151 | total_timesteps 2460.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.023290386521309
Path 152 | total_timesteps 2486.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.026009412930394
Path 153 | total_timesteps 2511.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.025260029717682
Path 154 | total_timesteps 2522.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.024758603614757
Path 155 | total_timesteps 2534.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.025742574257425
Path 156 | total_timesteps 2554.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.026478594407324
Path 157 | total_timesteps 2571.
number of affinization with epsilon = 3 is 37
average number of affinization = 12.032657100445324
Path 158 | total_timesteps 2609.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.03314370516943
Path 159 | total_timesteps 2624.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.032393669634025
Path 160 | total_timesteps 2634.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.032632880098888
Path 161 | total_timesteps 2649.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.03287197231834
Path 162 | total_timesteps 2663.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.035334815913021
Path 163 | total_timesteps 2687.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.035079051383399
Path 164 | total_timesteps 2700.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.034823413188441
Path 165 | total_timesteps 2713.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.034074074074073
Path 166 | total_timesteps 2724.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.037521599605036
Path 167 | total_timesteps 2752.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.036031589338599
Path 168 | total_timesteps 2759.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.037996545768566
Path 169 | total_timesteps 2780.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.036507153428712
Path 170 | total_timesteps 2787.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.038224414303329
Path 171 | total_timesteps 2808.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.037721893491124
Path 172 | total_timesteps 2819.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.039438008380577
Path 173 | total_timesteps 2839.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.03868900936422
Path 174 | total_timesteps 2849.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.039172209903917
Path 175 | total_timesteps 2865.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.039408866995075
Path 176 | total_timesteps 2879.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.03964540753509
Path 177 | total_timesteps 2894.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.039635647464303
Path 178 | total_timesteps 2907.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.040856509968004
Path 179 | total_timesteps 2927.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.040108267716535
Path 180 | total_timesteps 2938.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.040590405904059
Path 181 | total_timesteps 2953.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.042793900639449
Path 182 | total_timesteps 2976.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.044750430292599
Path 183 | total_timesteps 2997.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.044001966568338
Path 184 | total_timesteps 3007.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.047431801425411
Path 185 | total_timesteps 3034.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.05036855036855
Path 186 | total_timesteps 3060.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.049619258167526
Path 187 | total_timesteps 3070.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.054027504911591
Path 188 | total_timesteps 3101.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.053523201571323
Path 189 | total_timesteps 3113.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.053755522827688
Path 190 | total_timesteps 3127.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.056932515337424
Path 191 | total_timesteps 3154.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.06108930323847
Path 192 | total_timesteps 3185.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.06009320578857
Path 193 | total_timesteps 3195.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.061059342815106
Path 194 | total_timesteps 3212.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.059818582986026
Path 195 | total_timesteps 3220.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.059803921568628
Path 196 | total_timesteps 3233.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.05954422935555
Path 197 | total_timesteps 3245.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.059039686428221
Path 198 | total_timesteps 3256.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.058045554739163
Path 199 | total_timesteps 3266.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.063173359451518
Path 200 | total_timesteps 3301.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.064871481028153
Path 201 | total_timesteps 3322.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.06461086637298
Path 202 | total_timesteps 3334.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.064350379251284
Path 203 | total_timesteps 3347.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.063111545988258
Path 204 | total_timesteps 3355.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.064074345805821
Path 205 | total_timesteps 3373.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.067481662591687
Path 206 | total_timesteps 3400.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.069176240527987
Path 207 | total_timesteps 3421.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.070136852394917
Path 208 | total_timesteps 3438.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.070608355729293
Path 209 | total_timesteps 3453.
number of affinization with epsilon = 3 is 40
average number of affinization = 12.07743038593063
Path 210 | total_timesteps 3494.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.078876678876679
Path 211 | total_timesteps 3515.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.0791015625
Path 212 | total_timesteps 3530.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.078594093238955
Path 213 | total_timesteps 3541.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.080527086383603
Path 214 | total_timesteps 3562.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.080507440839229
Path 215 | total_timesteps 3575.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.084146341463414
Path 216 | total_timesteps 3604.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.085101194830528
Path 217 | total_timesteps 3622.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.084105314480741
Path 218 | total_timesteps 3631.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.083597367779673
Path 219 | total_timesteps 3642.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.08406432748538
Path 220 | total_timesteps 3658.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.084043848964678
Path 221 | total_timesteps 3671.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.086215294690696
Path 222 | total_timesteps 3694.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.084733382030679
Path 223 | total_timesteps 3701.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.084225900681597
Path 224 | total_timesteps 3713.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.084935507422731
Path 225 | total_timesteps 3729.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.085644768856447
Path 226 | total_timesteps 3746.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.087326684504987
Path 227 | total_timesteps 3767.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.08852140077821
Path 228 | total_timesteps 3785.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.092146851446632
Path 229 | total_timesteps 3814.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.091395235780263
Path 230 | total_timesteps 3824.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.09453219927096
Path 231 | total_timesteps 3853.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.09718172983479
Path 232 | total_timesteps 3877.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.097886810784551
Path 233 | total_timesteps 3894.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.099562894609033
Path 234 | total_timesteps 3914.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.100267055110464
Path 235 | total_timesteps 3930.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.101699029126214
Path 236 | total_timesteps 3949.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.1048289250182
Path 237 | total_timesteps 3975.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.103833090732653
Path 238 | total_timesteps 3984.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.104292990540868
Path 239 | total_timesteps 3999.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.103782735208535
Path 240 | total_timesteps 4011.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.103757575757577
Path 241 | total_timesteps 4025.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.103490063015027
Path 242 | total_timesteps 4038.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.103464986673128
Path 243 | total_timesteps 4052.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.10343992248062
Path 244 | total_timesteps 4065.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.10365705982078
Path 245 | total_timesteps 4079.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.104842615012107
Path 246 | total_timesteps 4097.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.10554345194868
Path 247 | total_timesteps 4115.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.107938044530494
Path 248 | total_timesteps 4138.
number of affinization with epsilon = 3 is 44
average number of affinization = 12.115654488265182
Path 249 | total_timesteps 4186.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.115868408321239
Path 250 | total_timesteps 4200.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.117533252720676
Path 251 | total_timesteps 4220.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.118230174081237
Path 252 | total_timesteps 4236.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.119651921682378
Path 253 | total_timesteps 4256.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.119864668922185
Path 254 | total_timesteps 4270.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.12080212611742
Path 255 | total_timesteps 4289.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.120772946859903
Path 256 | total_timesteps 4303.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.11953634387829
Path 257 | total_timesteps 4311.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.118541767262192
Path 258 | total_timesteps 4320.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.119237267680425
Path 259 | total_timesteps 4337.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.11872586872587
Path 260 | total_timesteps 4348.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.118214716525936
Path 261 | total_timesteps 4361.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.118909792571152
Path 262 | total_timesteps 4378.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.117675428020256
Path 263 | total_timesteps 4387.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.11933461909354
Path 264 | total_timesteps 4407.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.11882381296698
Path 265 | total_timesteps 4419.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.119277108433735
Path 266 | total_timesteps 4434.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.12117562033245
Path 267 | total_timesteps 4456.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.122109826589595
Path 268 | total_timesteps 4473.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.122321213580545
Path 269 | total_timesteps 4487.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.12349542609533
Path 270 | total_timesteps 4505.
number of affinization with epsilon = 3 is 39
average number of affinization = 12.129963898916968
Path 271 | total_timesteps 4546.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.130895091434072
Path 272 | total_timesteps 4564.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.132788068318499
Path 273 | total_timesteps 4586.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.136844636844637
Path 274 | total_timesteps 4617.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.136811733589806
Path 275 | total_timesteps 4630.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.1375
Path 276 | total_timesteps 4646.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.137226628214371
Path 277 | total_timesteps 4658.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.138635271504084
Path 278 | total_timesteps 4677.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.136920490031228
Path 279 | total_timesteps 4684.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.135926993275696
Path 280 | total_timesteps 4693.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.139495798319327
Path 281 | total_timesteps 4723.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.139942390782526
Path 282 | total_timesteps 4739.
number of affinization with epsilon = 3 is 39
average number of affinization = 12.146388288936885
Path 283 | total_timesteps 4781.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.148032629558541
Path 284 | total_timesteps 4803.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.147757255936675
Path 285 | total_timesteps 4815.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.146762589928057
Path 286 | total_timesteps 4825.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.147446655478303
Path 287 | total_timesteps 4841.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.147411313518695
Path 288 | total_timesteps 4854.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.147615624251138
Path 289 | total_timesteps 4868.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.148778150455199
Path 290 | total_timesteps 4886.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.14754491017964
Path 291 | total_timesteps 4896.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.146791187739463
Path 292 | total_timesteps 4906.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.145798419918602
Path 293 | total_timesteps 4916.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.146960268070847
Path 294 | total_timesteps 4934.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.145967934912658
Path 295 | total_timesteps 4943.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.149282296650718
Path 296 | total_timesteps 4971.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.150920832336762
Path 297 | total_timesteps 4991.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.151602104256337
Path 298 | total_timesteps 5007.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.15204398756873
Path 299 | total_timesteps 5022.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.152007648183556
Path 300 | total_timesteps 5036.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.15268817204301
Path 301 | total_timesteps 5052.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.154323936932633
Path 302 | total_timesteps 5072.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.155481251492716
Path 303 | total_timesteps 5091.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.154966571155683
Path 304 | total_timesteps 5102.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.155407018381474
Path 305 | total_timesteps 5117.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.156563245823389
Path 306 | total_timesteps 5135.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.156525888809353
Path 307 | total_timesteps 5150.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.15958969465649
Path 308 | total_timesteps 5177.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.159074648223228
Path 309 | total_timesteps 5188.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.159036719122556
Path 310 | total_timesteps 5202.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.157806912991656
Path 311 | total_timesteps 5211.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.15705433746425
Path 312 | total_timesteps 5222.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.158923040266858
Path 313 | total_timesteps 5244.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.161505478799429
Path 314 | total_timesteps 5269.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.164562991188378
Path 315 | total_timesteps 5296.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.165952380952382
Path 316 | total_timesteps 5316.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.167103070697452
Path 317 | total_timesteps 5334.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.167777248929081
Path 318 | total_timesteps 5350.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.167023554603855
Path 319 | total_timesteps 5361.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.171027592768791
Path 320 | total_timesteps 5391.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.170986920332936
Path 321 | total_timesteps 5404.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.172848311935331
Path 322 | total_timesteps 5425.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.17352032327074
Path 323 | total_timesteps 5441.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.173003802281368
Path 324 | total_timesteps 5453.
number of affinization with epsilon = 3 is 35
average number of affinization = 12.178427179852697
Path 325 | total_timesteps 5489.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.18313539192399
Path 326 | total_timesteps 5525.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.185466635003563
Path 327 | total_timesteps 5549.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.184472934472934
Path 328 | total_timesteps 5560.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.1846665084263
Path 329 | total_timesteps 5574.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.184385382059801
Path 330 | total_timesteps 5586.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.184578884934757
Path 331 | total_timesteps 5602.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.186669829222012
Path 332 | total_timesteps 5627.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.18923405264406
Path 333 | total_timesteps 5651.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.19013750592698
Path 334 | total_timesteps 5668.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.188670301019199
Path 335 | total_timesteps 5676.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.19218009478673
Path 336 | total_timesteps 5705.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.192371475953566
Path 337 | total_timesteps 5719.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.19374703931786
Path 338 | total_timesteps 5738.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.19630594364196
Path 339 | total_timesteps 5762.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.195549242424242
Path 340 | total_timesteps 5772.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.195739644970415
Path 341 | total_timesteps 5787.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.195220066256507
Path 342 | total_timesteps 5798.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.19422758457535
Path 343 | total_timesteps 5807.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.196310312204352
Path 344 | total_timesteps 5829.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.197209742255852
Path 345 | total_timesteps 5847.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.199763593380615
Path 346 | total_timesteps 5872.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.201370834318128
Path 347 | total_timesteps 5892.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.2015595463138
Path 348 | total_timesteps 5906.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.201511930073234
Path 349 | total_timesteps 5920.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.201700519603213
Path 350 | total_timesteps 5934.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.206375442739079
Path 351 | total_timesteps 5967.
number of affinization with epsilon = 3 is 48
average number of affinization = 12.214825306893296
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.77    |
| Iteration     | 9        |
| MaximumReturn | 11.9     |
| MinimumReturn | -19.9    |
| TotalSamples  | 44054    |
----------------------------
itr #10 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.32838186621665955
Validation loss = 0.3357349932193756
Validation loss = 0.33903583884239197
Validation loss = 0.3411898612976074
Validation loss = 0.34654876589775085
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.32710155844688416
Validation loss = 0.3331840932369232
Validation loss = 0.3377172648906708
Validation loss = 0.33773258328437805
Validation loss = 0.34348148107528687
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 = 12.213594524427661
Path 1 | total_timesteps 8.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.215195847097688
Path 2 | total_timesteps 29.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.218211842415664
Path 3 | total_timesteps 55.
number of affinization with epsilon = 3 is 38
average number of affinization = 12.22429245283019
Path 4 | total_timesteps 95.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.223532185805235
Path 5 | total_timesteps 105.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.222772277227723
Path 6 | total_timesteps 116.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.223662502946029
Path 7 | total_timesteps 133.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.222431668237512
Path 8 | total_timesteps 142.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.224263839811544
Path 9 | total_timesteps 167.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.224917569477155
Path 10 | total_timesteps 184.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.225335530963033
Path 11 | total_timesteps 199.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.229048964218455
Path 12 | total_timesteps 228.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.22852435867263
Path 13 | total_timesteps 239.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.229647058823529
Path 14 | total_timesteps 258.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.22865208186309
Path 15 | total_timesteps 267.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.230244590780808
Path 16 | total_timesteps 288.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.230660710086998
Path 17 | total_timesteps 304.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.229196050775741
Path 18 | total_timesteps 311.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.231257344300822
Path 19 | total_timesteps 334.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.230263157894736
Path 20 | total_timesteps 343.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.23020906741837
Path 21 | total_timesteps 356.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.23273837482386
Path 22 | total_timesteps 381.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.233153322376145
Path 23 | total_timesteps 396.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.23356807511737
Path 24 | total_timesteps 411.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.23609481342408
Path 25 | total_timesteps 436.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.23932426091037
Path 26 | total_timesteps 464.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.239971850809289
Path 27 | total_timesteps 480.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.242260787992496
Path 28 | total_timesteps 505.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.241735052754983
Path 29 | total_timesteps 516.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.244960150023442
Path 30 | total_timesteps 543.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.246308882118585
Path 31 | total_timesteps 562.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.246251171508904
Path 32 | total_timesteps 576.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.2471304755212
Path 33 | total_timesteps 593.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.247306791569086
Path 34 | total_timesteps 607.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.247014750643878
Path 35 | total_timesteps 619.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.24625468164794
Path 36 | total_timesteps 629.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.24596302363679
Path 37 | total_timesteps 641.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.245203556387459
Path 38 | total_timesteps 651.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.243742690058479
Path 39 | total_timesteps 658.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.242984097287184
Path 40 | total_timesteps 668.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.245265372924948
Path 41 | total_timesteps 692.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.2466105656849
Path 42 | total_timesteps 713.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.245851834540781
Path 43 | total_timesteps 724.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.25070093457944
Path 44 | total_timesteps 758.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.25110955384256
Path 45 | total_timesteps 774.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.25338626809902
Path 46 | total_timesteps 797.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.253794069577399
Path 47 | total_timesteps 813.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.253501400560225
Path 48 | total_timesteps 827.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.2536756126021
Path 49 | total_timesteps 841.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.252449836677554
Path 50 | total_timesteps 849.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.252857476090506
Path 51 | total_timesteps 864.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.254664179104477
Path 52 | total_timesteps 887.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.254604802984378
Path 53 | total_timesteps 902.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.257808857808858
Path 54 | total_timesteps 930.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.25704963877884
Path 55 | total_timesteps 940.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.256756756756756
Path 56 | total_timesteps 952.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.259026321919404
Path 57 | total_timesteps 975.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.258034466697717
Path 58 | total_timesteps 984.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.258440046565774
Path 59 | total_timesteps 1001.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.261173184357542
Path 60 | total_timesteps 1028.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.264137770537584
Path 61 | total_timesteps 1054.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.264308980921358
Path 62 | total_timesteps 1068.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.26424749941847
Path 63 | total_timesteps 1082.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.263488372093024
Path 64 | total_timesteps 1092.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.262962101836782
Path 65 | total_timesteps 1104.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.262668526266852
Path 66 | total_timesteps 1116.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.2644666511736
Path 67 | total_timesteps 1137.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.267425650557621
Path 68 | total_timesteps 1163.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.268989547038327
Path 69 | total_timesteps 1184.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.269856014862983
Path 70 | total_timesteps 1201.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.270489900162525
Path 71 | total_timesteps 1218.
number of affinization with epsilon = 3 is 72
average number of affinization = 12.284354688950788
Path 72 | total_timesteps 1292.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.285681132513345
Path 73 | total_timesteps 1312.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.284686774941996
Path 74 | total_timesteps 1322.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.28346091394108
Path 75 | total_timesteps 1331.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.286410018552875
Path 76 | total_timesteps 1358.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.28727104103872
Path 77 | total_timesteps 1375.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.289058878071396
Path 78 | total_timesteps 1396.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.291309385863268
Path 79 | total_timesteps 1419.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.291010194624652
Path 80 | total_timesteps 1431.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.292564280750522
Path 81 | total_timesteps 1453.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.295507179249652
Path 82 | total_timesteps 1480.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.296364899282242
Path 83 | total_timesteps 1498.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.295601851851853
Path 84 | total_timesteps 1508.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.298079148345291
Path 85 | total_timesteps 1533.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.298241554835725
Path 86 | total_timesteps 1549.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.297478602822114
Path 87 | total_timesteps 1560.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.29740980573543
Path 88 | total_timesteps 1573.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.297109826589596
Path 89 | total_timesteps 1586.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.296347665279704
Path 90 | total_timesteps 1596.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.29512364224636
Path 91 | total_timesteps 1605.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.298059149722736
Path 92 | total_timesteps 1632.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.296835296835297
Path 93 | total_timesteps 1640.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.295381062355657
Path 94 | total_timesteps 1647.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.294158392980837
Path 95 | total_timesteps 1656.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.293167128347184
Path 96 | total_timesteps 1666.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.292407108239095
Path 97 | total_timesteps 1676.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.293724042455008
Path 98 | total_timesteps 1695.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.295501730103807
Path 99 | total_timesteps 1716.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.29589483394834
Path 100 | total_timesteps 1731.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.295826608254554
Path 101 | total_timesteps 1744.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.29506685108345
Path 102 | total_timesteps 1755.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.296381654759161
Path 103 | total_timesteps 1774.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.29700460829493
Path 104 | total_timesteps 1790.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.296705828150197
Path 105 | total_timesteps 1803.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.296176877015201
Path 106 | total_timesteps 1814.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.297029702970297
Path 107 | total_timesteps 1833.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.295810313075506
Path 108 | total_timesteps 1841.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.295512082853856
Path 109 | total_timesteps 1854.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.29705476300046
Path 110 | total_timesteps 1875.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.296756383712905
Path 111 | total_timesteps 1888.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.297148114075437
Path 112 | total_timesteps 1903.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.297079788457117
Path 113 | total_timesteps 1917.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.297011494252873
Path 114 | total_timesteps 1930.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.29878188922087
Path 115 | total_timesteps 1954.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.298253676470589
Path 116 | total_timesteps 1966.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.298185159660004
Path 117 | total_timesteps 1980.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.298346348185577
Path 118 | total_timesteps 1995.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.298277841561424
Path 119 | total_timesteps 2008.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.298668503213957
Path 120 | total_timesteps 2023.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.299288501262337
Path 121 | total_timesteps 2040.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.300367140890316
Path 122 | total_timesteps 2058.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.3009864647855
Path 123 | total_timesteps 2074.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.302064220183487
Path 124 | total_timesteps 2093.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.300619124054116
Path 125 | total_timesteps 2101.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.300320953690967
Path 126 | total_timesteps 2114.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.303460921384369
Path 127 | total_timesteps 2141.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.305453712190651
Path 128 | total_timesteps 2163.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.30561282932417
Path 129 | total_timesteps 2177.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.306229958772331
Path 130 | total_timesteps 2195.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.30478589420655
Path 131 | total_timesteps 2202.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.305173992673993
Path 132 | total_timesteps 2217.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.304417486839094
Path 133 | total_timesteps 2227.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.304118993135011
Path 134 | total_timesteps 2239.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.302905513612446
Path 135 | total_timesteps 2248.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.302150045745654
Path 136 | total_timesteps 2258.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.303453007088955
Path 137 | total_timesteps 2277.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.303383630544124
Path 138 | total_timesteps 2290.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.303314285714286
Path 139 | total_timesteps 2303.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.303930530164534
Path 140 | total_timesteps 2319.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.305231893991317
Path 141 | total_timesteps 2339.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.308588396528094
Path 142 | total_timesteps 2367.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.310116464946335
Path 143 | total_timesteps 2388.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.309817351598173
Path 144 | total_timesteps 2401.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.310431408354257
Path 145 | total_timesteps 2417.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.310588772250114
Path 146 | total_timesteps 2431.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.311430527036277
Path 147 | total_timesteps 2448.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.311131386861314
Path 148 | total_timesteps 2460.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.311972633979476
Path 149 | total_timesteps 2477.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.311673506611948
Path 150 | total_timesteps 2490.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.314565762480054
Path 151 | total_timesteps 2517.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.314494074749316
Path 152 | total_timesteps 2530.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.315333789018
Path 153 | total_timesteps 2547.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.315034168564921
Path 154 | total_timesteps 2559.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.315417900250512
Path 155 | total_timesteps 2575.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.316029143897996
Path 156 | total_timesteps 2591.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.317095379012065
Path 157 | total_timesteps 2611.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.316795630405098
Path 158 | total_timesteps 2623.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.317178612059157
Path 159 | total_timesteps 2639.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.317106460418563
Path 160 | total_timesteps 2652.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.318626336138276
Path 161 | total_timesteps 2673.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.318099135970895
Path 162 | total_timesteps 2684.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.317344851102524
Path 163 | total_timesteps 2694.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.316363636363636
Path 164 | total_timesteps 2703.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.31583730970234
Path 165 | total_timesteps 2714.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.315084052703316
Path 166 | total_timesteps 2724.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.315239609357256
Path 167 | total_timesteps 2739.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.315849227974569
Path 168 | total_timesteps 2756.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.315096481271283
Path 169 | total_timesteps 2766.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.314798002723558
Path 170 | total_timesteps 2779.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.314499659632403
Path 171 | total_timesteps 2791.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.315562613430128
Path 172 | total_timesteps 2809.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.315717849852573
Path 173 | total_timesteps 2823.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.314739229024942
Path 174 | total_timesteps 2832.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.315347993652233
Path 175 | total_timesteps 2849.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.317996373526745
Path 176 | total_timesteps 2874.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.318830727396328
Path 177 | total_timesteps 2891.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.319438151336657
Path 178 | total_timesteps 2908.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.318912797281993
Path 179 | total_timesteps 2919.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.318614130434783
Path 180 | total_timesteps 2931.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.319673986868915
Path 181 | total_timesteps 2949.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.318243549117248
Path 182 | total_timesteps 2956.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.31817153202082
Path 183 | total_timesteps 2969.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.31787330316742
Path 184 | total_timesteps 2981.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.319384754580412
Path 185 | total_timesteps 3002.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.319764812302125
Path 186 | total_timesteps 3018.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.32127515261135
Path 187 | total_timesteps 3038.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.323462929475587
Path 188 | total_timesteps 3061.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.322937853107344
Path 189 | total_timesteps 3073.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.322864889290555
Path 190 | total_timesteps 3086.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.323469618251638
Path 191 | total_timesteps 3102.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.324525745257452
Path 192 | total_timesteps 3123.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.323549333935425
Path 193 | total_timesteps 3132.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.326185101580135
Path 194 | total_timesteps 3159.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.325434439178515
Path 195 | total_timesteps 3169.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.327842960288809
Path 196 | total_timesteps 3193.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.327994586059102
Path 197 | total_timesteps 3207.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.329724853405503
Path 198 | total_timesteps 3230.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.330552423900789
Path 199 | total_timesteps 3248.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.330027051397655
Path 200 | total_timesteps 3260.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.33175569078206
Path 201 | total_timesteps 3282.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.33618747183416
Path 202 | total_timesteps 3316.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.337688668619059
Path 203 | total_timesteps 3337.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.336936936936937
Path 204 | total_timesteps 3347.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.336185543796443
Path 205 | total_timesteps 3358.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.337235479513733
Path 206 | total_timesteps 3376.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.336934503713707
Path 207 | total_timesteps 3388.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.336633663366337
Path 208 | total_timesteps 3401.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.336332958380202
Path 209 | total_timesteps 3413.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.338506522717049
Path 210 | total_timesteps 3436.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.341353721610075
Path 211 | total_timesteps 3462.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.343525179856115
Path 212 | total_timesteps 3487.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.342773657001574
Path 213 | total_timesteps 3497.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.34314606741573
Path 214 | total_timesteps 3512.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.343518310492025
Path 215 | total_timesteps 3527.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.343890386343217
Path 216 | total_timesteps 3543.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.344711430496295
Path 217 | total_timesteps 3560.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.344409519533004
Path 218 | total_timesteps 3573.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.345903479236812
Path 219 | total_timesteps 3593.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.34807001795332
Path 220 | total_timesteps 3616.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.349786852142698
Path 221 | total_timesteps 3637.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.351278600269179
Path 222 | total_timesteps 3659.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.352545413769903
Path 223 | total_timesteps 3679.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.354035874439463
Path 224 | total_timesteps 3700.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.35283568706568
Path 225 | total_timesteps 3709.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.351860152398027
Path 226 | total_timesteps 3718.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.352677571140488
Path 227 | total_timesteps 3735.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.351702508960573
Path 228 | total_timesteps 3744.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.350951847704367
Path 229 | total_timesteps 3755.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.350201522615317
Path 230 | total_timesteps 3766.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.349227669576898
Path 231 | total_timesteps 3775.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.349149507609669
Path 232 | total_timesteps 3789.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.349518908033117
Path 233 | total_timesteps 3805.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.348993288590604
Path 234 | total_timesteps 3816.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.348244240662044
Path 235 | total_timesteps 3826.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.348837209302326
Path 236 | total_timesteps 3843.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.34920634920635
Path 237 | total_timesteps 3858.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.348904783191776
Path 238 | total_timesteps 3871.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.347709497206704
Path 239 | total_timesteps 3879.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.347408400357462
Path 240 | total_timesteps 3891.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.347330801876256
Path 241 | total_timesteps 3904.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.347029924073247
Path 242 | total_timesteps 3916.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.345836124134852
Path 243 | total_timesteps 3925.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.345535714285715
Path 244 | total_timesteps 3939.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.3467975898237
Path 245 | total_timesteps 3958.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.348282016956716
Path 246 | total_timesteps 3978.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.347758197635512
Path 247 | total_timesteps 3989.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.346788581623551
Path 248 | total_timesteps 3999.
number of affinization with epsilon = 3 is 4
average number of affinization = 12.344927536231884
Path 249 | total_timesteps 4007.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.346633972358449
Path 250 | total_timesteps 4028.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.347448183641632
Path 251 | total_timesteps 4045.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.346479500891265
Path 252 | total_timesteps 4054.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.345734016484741
Path 253 | total_timesteps 4065.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.347884187082405
Path 254 | total_timesteps 4088.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.348029392117569
Path 255 | total_timesteps 4103.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.347506678539625
Path 256 | total_timesteps 4114.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.349655018918318
Path 257 | total_timesteps 4137.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.350244770805519
Path 258 | total_timesteps 4153.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.350166852057843
Path 259 | total_timesteps 4166.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.352313167259787
Path 260 | total_timesteps 4189.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.352457193684678
Path 261 | total_timesteps 4203.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.353490440195642
Path 262 | total_timesteps 4221.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.355412313847522
Path 263 | total_timesteps 4244.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.355777777777778
Path 264 | total_timesteps 4260.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.355698733614751
Path 265 | total_timesteps 4273.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.356286095068858
Path 266 | total_timesteps 4289.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.355984898956251
Path 267 | total_timesteps 4301.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.356571936056838
Path 268 | total_timesteps 4318.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.355604883462819
Path 269 | total_timesteps 4327.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.35508211273857
Path 270 | total_timesteps 4338.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.354781451076104
Path 271 | total_timesteps 4350.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.355146406388643
Path 272 | total_timesteps 4365.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.355289421157684
Path 273 | total_timesteps 4379.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.35609756097561
Path 274 | total_timesteps 4396.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.356461981822212
Path 275 | total_timesteps 4411.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.356604609929079
Path 276 | total_timesteps 4425.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.35563926434744
Path 277 | total_timesteps 4436.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.357111209570226
Path 278 | total_timesteps 4456.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.359025470653378
Path 279 | total_timesteps 4479.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.362046058458812
Path 280 | total_timesteps 4507.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.361965906575161
Path 281 | total_timesteps 4520.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.362107127047366
Path 282 | total_timesteps 4534.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.361584421332154
Path 283 | total_timesteps 4545.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.364159292035398
Path 284 | total_timesteps 4570.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.363636363636363
Path 285 | total_timesteps 4581.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.365325077399381
Path 286 | total_timesteps 4609.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.365465399071413
Path 287 | total_timesteps 4623.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.365384615384615
Path 288 | total_timesteps 4637.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.365303867403314
Path 289 | total_timesteps 4650.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.366327883340698
Path 290 | total_timesteps 4669.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.366909653191959
Path 291 | total_timesteps 4685.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.367270318021202
Path 292 | total_timesteps 4701.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.36630602782071
Path 293 | total_timesteps 4710.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.366225165562915
Path 294 | total_timesteps 4724.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.36724784815714
Path 295 | total_timesteps 4742.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.368490732568402
Path 296 | total_timesteps 4762.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.367306419589676
Path 297 | total_timesteps 4770.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.368548742831937
Path 298 | total_timesteps 4789.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.368908489525909
Path 299 | total_timesteps 4804.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.369488536155202
Path 300 | total_timesteps 4821.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.369186687238264
Path 301 | total_timesteps 4833.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.369105332745702
Path 302 | total_timesteps 4847.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.368803701255784
Path 303 | total_timesteps 4860.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.36828193832599
Path 304 | total_timesteps 4871.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.36886148425457
Path 305 | total_timesteps 4887.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.37120211360634
Path 306 | total_timesteps 4913.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.37046004842615
Path 307 | total_timesteps 4923.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.370158450704226
Path 308 | total_timesteps 4935.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.369636963696369
Path 309 | total_timesteps 4947.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.369555653321601
Path 310 | total_timesteps 4961.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.369474378711239
Path 311 | total_timesteps 4974.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.369832893579595
Path 312 | total_timesteps 4989.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.370850736425588
Path 313 | total_timesteps 5008.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.373626373626374
Path 314 | total_timesteps 5035.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.37376400791035
Path 315 | total_timesteps 5049.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.373681898066783
Path 316 | total_timesteps 5062.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.37733362618054
Path 317 | total_timesteps 5092.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.377470355731225
Path 318 | total_timesteps 5106.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.376728869374315
Path 319 | total_timesteps 5116.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.376646180860403
Path 320 | total_timesteps 5129.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.376563528637261
Path 321 | total_timesteps 5142.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.376261518209741
Path 322 | total_timesteps 5156.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.375520947576224
Path 323 | total_timesteps 5166.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.374561403508771
Path 324 | total_timesteps 5175.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.374698531023899
Path 325 | total_timesteps 5190.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.374616396317405
Path 326 | total_timesteps 5203.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.376287530133684
Path 327 | total_timesteps 5224.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.375766871165645
Path 328 | total_timesteps 5235.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.376560788608982
Path 329 | total_timesteps 5252.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.376916338151554
Path 330 | total_timesteps 5267.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.375957959273046
Path 331 | total_timesteps 5276.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.378502626970228
Path 332 | total_timesteps 5302.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.377325454147515
Path 333 | total_timesteps 5310.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.377024070021882
Path 334 | total_timesteps 5322.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.376722817764165
Path 335 | total_timesteps 5336.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.377077865266841
Path 336 | total_timesteps 5351.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.376776732998032
Path 337 | total_timesteps 5363.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.376694359422824
Path 338 | total_timesteps 5377.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.380546448087431
Path 339 | total_timesteps 5408.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.381774475524475
Path 340 | total_timesteps 5428.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.381472580292769
Path 341 | total_timesteps 5440.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.381826124945391
Path 342 | total_timesteps 5456.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.381305962000436
Path 343 | total_timesteps 5467.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.383624454148471
Path 344 | total_timesteps 5492.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.386596812922942
Path 345 | total_timesteps 5520.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.38651243998254
Path 346 | total_timesteps 5533.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.386864499236308
Path 347 | total_timesteps 5548.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.385689354275742
Path 348 | total_timesteps 5556.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.386259541984733
Path 349 | total_timesteps 5572.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.386393371129525
Path 350 | total_timesteps 5586.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.385437104861566
Path 351 | total_timesteps 5595.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.386006974716652
Path 352 | total_timesteps 5611.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.385269121813032
Path 353 | total_timesteps 5623.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.38714596949891
Path 354 | total_timesteps 5645.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.388804182095404
Path 355 | total_timesteps 5666.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.390243902439025
Path 356 | total_timesteps 5686.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.389288047028087
Path 357 | total_timesteps 5695.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.38811493252068
Path 358 | total_timesteps 5704.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.38759521218716
Path 359 | total_timesteps 5715.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.387510879025239
Path 360 | total_timesteps 5728.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.387209049380031
Path 361 | total_timesteps 5740.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.386472379295347
Path 362 | total_timesteps 5750.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.39051967819091
Path 363 | total_timesteps 5782.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.392391304347827
Path 364 | total_timesteps 5804.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.394262116931102
Path 365 | total_timesteps 5826.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.394176445023902
Path 366 | total_timesteps 5839.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.395177058440147
Path 367 | total_timesteps 5857.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.397914856646395
Path 368 | total_timesteps 5884.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.397611292073833
Path 369 | total_timesteps 5896.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.40034737299175
Path 370 | total_timesteps 5922.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.401779900151944
Path 371 | total_timesteps 5943.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.401909722222221
Path 372 | total_timesteps 5958.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.402907355174658
Path 373 | total_timesteps 5976.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.40173535791757
Path 374 | total_timesteps 5984.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.401865105183257
Path 375 | total_timesteps 5999.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.40177797051171
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.57    |
| Iteration     | 10       |
| MaximumReturn | 6.38     |
| MinimumReturn | -19.6    |
| TotalSamples  | 48062    |
----------------------------
itr #11 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.33326947689056396
Validation loss = 0.33424195647239685
Validation loss = 0.33985814452171326
Validation loss = 0.3448098599910736
Validation loss = 0.3457440435886383
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.32939890027046204
Validation loss = 0.3384212553501129
Validation loss = 0.34144774079322815
Validation loss = 0.34252408146858215
Validation loss = 0.34245672821998596
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 = 12.402341209624973
Path 1 | total_timesteps 16.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.401387082791505
Path 2 | total_timesteps 25.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.401300108342362
Path 3 | total_timesteps 38.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.400996533795494
Path 4 | total_timesteps 50.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.401342863331168
Path 5 | total_timesteps 65.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.400173235166738
Path 6 | total_timesteps 73.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.400519592985495
Path 7 | total_timesteps 88.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.4004329004329
Path 8 | total_timesteps 103.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.400995455529106
Path 9 | total_timesteps 119.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.401125054089139
Path 10 | total_timesteps 133.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.401687216093446
Path 11 | total_timesteps 149.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.402249134948097
Path 12 | total_timesteps 165.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.402378378378378
Path 13 | total_timesteps 179.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.401642888024211
Path 14 | total_timesteps 189.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.400259347309271
Path 15 | total_timesteps 196.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.400388936905792
Path 16 | total_timesteps 210.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.399654352992007
Path 17 | total_timesteps 220.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.398920086393089
Path 18 | total_timesteps 231.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.401209242064349
Path 19 | total_timesteps 255.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.404145077720207
Path 20 | total_timesteps 283.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.406647960284912
Path 21 | total_timesteps 309.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.406128614587828
Path 22 | total_timesteps 320.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.408629989212514
Path 23 | total_timesteps 346.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.408973252804142
Path 24 | total_timesteps 361.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.4093163683416
Path 25 | total_timesteps 376.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.409012505390255
Path 26 | total_timesteps 388.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.411079974132356
Path 27 | total_timesteps 411.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.410775862068965
Path 28 | total_timesteps 423.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.410040939452704
Path 29 | total_timesteps 434.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.410383455407151
Path 30 | total_timesteps 449.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.410725823820805
Path 31 | total_timesteps 464.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.412144702842378
Path 32 | total_timesteps 484.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.414424111948332
Path 33 | total_timesteps 509.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.413473956091261
Path 34 | total_timesteps 518.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.414460942543576
Path 35 | total_timesteps 536.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.414371772805508
Path 36 | total_timesteps 549.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.413422241342223
Path 37 | total_timesteps 559.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.414838709677419
Path 38 | total_timesteps 581.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.413674478606751
Path 39 | total_timesteps 590.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.417239896818574
Path 40 | total_timesteps 620.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.418224801203525
Path 41 | total_timesteps 638.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.418564675547916
Path 42 | total_timesteps 654.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.419763694951666
Path 43 | total_timesteps 673.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.418384879725085
Path 44 | total_timesteps 681.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.418509770238352
Path 45 | total_timesteps 695.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.419493344783168
Path 46 | total_timesteps 713.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.418974028761538
Path 47 | total_timesteps 726.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.418884120171674
Path 48 | total_timesteps 739.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.418365157691483
Path 49 | total_timesteps 750.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.418704418704419
Path 50 | total_timesteps 765.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.417756808921295
Path 51 | total_timesteps 774.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.416380789022298
Path 52 | total_timesteps 781.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.417148981779206
Path 53 | total_timesteps 798.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.417702528932704
Path 54 | total_timesteps 815.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.417613027640883
Path 55 | total_timesteps 828.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.41688089117395
Path 56 | total_timesteps 839.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.417862497322767
Path 57 | total_timesteps 857.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.417344753747324
Path 58 | total_timesteps 868.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.417683579533291
Path 59 | total_timesteps 883.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.417808219178083
Path 60 | total_timesteps 897.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.41857479135459
Path 61 | total_timesteps 914.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.417415489944373
Path 62 | total_timesteps 922.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.416898395721924
Path 63 | total_timesteps 934.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.41595380667237
Path 64 | total_timesteps 943.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.416292495189223
Path 65 | total_timesteps 959.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.416203505771698
Path 66 | total_timesteps 972.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.417824321436205
Path 67 | total_timesteps 994.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.419017094017095
Path 68 | total_timesteps 1013.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.41850032044435
Path 69 | total_timesteps 1024.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.4175565997437
Path 70 | total_timesteps 1033.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.417680973734786
Path 71 | total_timesteps 1047.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.419299743808711
Path 72 | total_timesteps 1069.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.420277481323373
Path 73 | total_timesteps 1087.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.421254801536492
Path 74 | total_timesteps 1106.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.421378280349904
Path 75 | total_timesteps 1121.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.422141638225256
Path 76 | total_timesteps 1138.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.423117935593943
Path 77 | total_timesteps 1157.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.421961620469084
Path 78 | total_timesteps 1166.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.422511191643572
Path 79 | total_timesteps 1183.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.422847399829497
Path 80 | total_timesteps 1199.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.424035797997016
Path 81 | total_timesteps 1219.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.425862803579037
Path 82 | total_timesteps 1242.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.424707135250266
Path 83 | total_timesteps 1250.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.423977853492334
Path 84 | total_timesteps 1261.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.426016606344476
Path 85 | total_timesteps 1284.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.426138782460622
Path 86 | total_timesteps 1300.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.4251968503937
Path 87 | total_timesteps 1309.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.426382978723405
Path 88 | total_timesteps 1329.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.426079557540948
Path 89 | total_timesteps 1342.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.425776265418971
Path 90 | total_timesteps 1354.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.425685732511162
Path 91 | total_timesteps 1368.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.42517006802721
Path 92 | total_timesteps 1379.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.425079702444208
Path 93 | total_timesteps 1393.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.425414364640885
Path 94 | total_timesteps 1408.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.424686636923731
Path 95 | total_timesteps 1419.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.429056924384026
Path 96 | total_timesteps 1454.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.428753450838819
Path 97 | total_timesteps 1466.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.429511677282377
Path 98 | total_timesteps 1483.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.428995966886012
Path 99 | total_timesteps 1494.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.428056027164686
Path 100 | total_timesteps 1503.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.429026098026734
Path 101 | total_timesteps 1521.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.4291472210437
Path 102 | total_timesteps 1535.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.429268292682927
Path 103 | total_timesteps 1550.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.429177268871925
Path 104 | total_timesteps 1563.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.429934280262879
Path 105 | total_timesteps 1581.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.431326833403984
Path 106 | total_timesteps 1601.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.431659249841069
Path 107 | total_timesteps 1616.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.432203389830509
Path 108 | total_timesteps 1633.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.431900021181953
Path 109 | total_timesteps 1645.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.432867429055484
Path 110 | total_timesteps 1664.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.432564048274402
Path 111 | total_timesteps 1676.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.43649449618967
Path 112 | total_timesteps 1709.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.437037037037037
Path 113 | total_timesteps 1725.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.437156157427
Path 114 | total_timesteps 1739.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.436852126084197
Path 115 | total_timesteps 1751.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.436125211505923
Path 116 | total_timesteps 1761.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.436667371537323
Path 117 | total_timesteps 1778.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.43615221987315
Path 118 | total_timesteps 1789.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.436482773198055
Path 119 | total_timesteps 1804.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.4374471682164
Path 120 | total_timesteps 1823.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.4371434608071
Path 121 | total_timesteps 1836.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.436417405999155
Path 122 | total_timesteps 1846.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.438859556494192
Path 123 | total_timesteps 1871.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.439400337837839
Path 124 | total_timesteps 1890.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.438674266413342
Path 125 | total_timesteps 1900.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.437315322921064
Path 126 | total_timesteps 1907.
number of affinization with epsilon = 3 is 53
average number of affinization = 12.445874657100655
Path 127 | total_timesteps 1962.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.4457805907173
Path 128 | total_timesteps 1976.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.448850453490826
Path 129 | total_timesteps 2006.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.451286377056094
Path 130 | total_timesteps 2032.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.4505587181109
Path 131 | total_timesteps 2043.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.449620573355817
Path 132 | total_timesteps 2054.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.44868282402529
Path 133 | total_timesteps 2063.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.450063211125158
Path 134 | total_timesteps 2087.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.45123235727828
Path 135 | total_timesteps 2106.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.450716090985678
Path 136 | total_timesteps 2117.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.449989471467678
Path 137 | total_timesteps 2127.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.45221052631579
Path 138 | total_timesteps 2151.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.4516943801305
Path 139 | total_timesteps 2163.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.453072390572391
Path 140 | total_timesteps 2187.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.452556280244057
Path 141 | total_timesteps 2198.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.451619688683214
Path 142 | total_timesteps 2207.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.451945320715037
Path 143 | total_timesteps 2223.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.451640033641716
Path 144 | total_timesteps 2235.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.451545091444187
Path 145 | total_timesteps 2249.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.451240016813788
Path 146 | total_timesteps 2261.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.451145198571128
Path 147 | total_timesteps 2274.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.454201680672268
Path 148 | total_timesteps 2302.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.455366519638732
Path 149 | total_timesteps 2321.
number of affinization with epsilon = 3 is 37
average number of affinization = 12.460520789584209
Path 150 | total_timesteps 2361.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.463573378123032
Path 151 | total_timesteps 2389.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.464735516372796
Path 152 | total_timesteps 2409.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.464847848898216
Path 153 | total_timesteps 2423.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.466009232060427
Path 154 | total_timesteps 2442.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.465701699181876
Path 155 | total_timesteps 2456.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.465394295302014
Path 156 | total_timesteps 2469.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.465087020339693
Path 157 | total_timesteps 2482.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.465408805031446
Path 158 | total_timesteps 2498.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.46489205617271
Path 159 | total_timesteps 2510.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.466890192791283
Path 160 | total_timesteps 2533.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.467839932956212
Path 161 | total_timesteps 2551.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.467951403435274
Path 162 | total_timesteps 2566.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.46848167539267
Path 163 | total_timesteps 2583.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.469849246231156
Path 164 | total_timesteps 2603.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.468913544065312
Path 165 | total_timesteps 2612.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.468606111343659
Path 166 | total_timesteps 2624.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.468926553672317
Path 167 | total_timesteps 2639.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.470502092050209
Path 168 | total_timesteps 2660.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.470403681238235
Path 169 | total_timesteps 2673.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.470514429109159
Path 170 | total_timesteps 2687.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.470416056868075
Path 171 | total_timesteps 2701.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.470317725752508
Path 172 | total_timesteps 2715.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.469592476489028
Path 173 | total_timesteps 2725.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.473255328040118
Path 174 | total_timesteps 2756.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.472529768121998
Path 175 | total_timesteps 2766.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.473475355054303
Path 176 | total_timesteps 2784.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.474838170808102
Path 177 | total_timesteps 2804.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.474739039665971
Path 178 | total_timesteps 2819.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.474222500521812
Path 179 | total_timesteps 2830.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.474123539232053
Path 180 | total_timesteps 2843.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.473398706446902
Path 181 | total_timesteps 2853.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.473508552357114
Path 182 | total_timesteps 2867.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.47424400417101
Path 183 | total_timesteps 2884.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.476021684737281
Path 184 | total_timesteps 2906.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.475088597039816
Path 185 | total_timesteps 2915.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.474364318466028
Path 186 | total_timesteps 2925.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.475098978953948
Path 187 | total_timesteps 2944.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.474583333333333
Path 188 | total_timesteps 2955.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.474692772339097
Path 189 | total_timesteps 2970.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.476259891711786
Path 190 | total_timesteps 2991.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.475327920049969
Path 191 | total_timesteps 3000.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.475645295587011
Path 192 | total_timesteps 3015.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.474505723204995
Path 193 | total_timesteps 3023.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.476071577195173
Path 194 | total_timesteps 3044.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.475764510089453
Path 195 | total_timesteps 3057.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.475249584026622
Path 196 | total_timesteps 3069.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.474734872114785
Path 197 | total_timesteps 3080.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.473804573804573
Path 198 | total_timesteps 3091.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.474121804198711
Path 199 | total_timesteps 3107.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.472984206151288
Path 200 | total_timesteps 3115.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.473509245792645
Path 201 | total_timesteps 3131.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.472995429995846
Path 202 | total_timesteps 3142.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.476220145379024
Path 203 | total_timesteps 3172.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.477990033222591
Path 204 | total_timesteps 3194.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.478928793855097
Path 205 | total_timesteps 3212.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.478829389788293
Path 206 | total_timesteps 3225.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.478522515044615
Path 207 | total_timesteps 3237.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.477800829875518
Path 208 | total_timesteps 3247.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.477701721634515
Path 209 | total_timesteps 3260.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.476773123185401
Path 210 | total_timesteps 3269.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.478747667426912
Path 211 | total_timesteps 3292.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.478855721393035
Path 212 | total_timesteps 3306.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.477512953367876
Path 213 | total_timesteps 3313.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.477206796518857
Path 214 | total_timesteps 3325.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.476072094468615
Path 215 | total_timesteps 3335.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.475766362883181
Path 216 | total_timesteps 3347.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.474632429074342
Path 217 | total_timesteps 3355.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.47536231884058
Path 218 | total_timesteps 3373.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.474642931070171
Path 219 | total_timesteps 3383.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.474337748344372
Path 220 | total_timesteps 3396.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.475067246016966
Path 221 | total_timesteps 3413.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.474968969797269
Path 222 | total_timesteps 3426.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.47817993795243
Path 223 | total_timesteps 3457.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.477460711331679
Path 224 | total_timesteps 3468.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.47674178209634
Path 225 | total_timesteps 3478.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.477883422902025
Path 226 | total_timesteps 3498.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.477991320520768
Path 227 | total_timesteps 3513.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.47892561983471
Path 228 | total_timesteps 3531.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.477380706465606
Path 229 | total_timesteps 3538.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.476249483684429
Path 230 | total_timesteps 3546.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.475325211645675
Path 231 | total_timesteps 3556.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.474194880264244
Path 232 | total_timesteps 3566.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.473477812177503
Path 233 | total_timesteps 3576.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.473173751547668
Path 234 | total_timesteps 3588.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.47472663503198
Path 235 | total_timesteps 3610.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.475866336633663
Path 236 | total_timesteps 3629.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.474943287275726
Path 237 | total_timesteps 3639.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.477938144329897
Path 238 | total_timesteps 3667.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.479901051329623
Path 239 | total_timesteps 3691.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.482481450948063
Path 240 | total_timesteps 3717.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.481557799299402
Path 241 | total_timesteps 3726.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.481252575195715
Path 242 | total_timesteps 3738.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.483625128733264
Path 243 | total_timesteps 3763.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.485584843492587
Path 244 | total_timesteps 3787.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.486720197652872
Path 245 | total_timesteps 3806.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.486208316179498
Path 246 | total_timesteps 3817.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.485902449063593
Path 247 | total_timesteps 3829.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.485802469135802
Path 248 | total_timesteps 3842.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.486936844270726
Path 249 | total_timesteps 3862.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.4882764294529
Path 250 | total_timesteps 3884.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.487764754266914
Path 251 | total_timesteps 3895.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.488486842105264
Path 252 | total_timesteps 3912.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.487564234326824
Path 253 | total_timesteps 3922.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.48766954377312
Path 254 | total_timesteps 3936.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.488802136839942
Path 255 | total_timesteps 3956.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.489317995069843
Path 256 | total_timesteps 3974.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.48860135551448
Path 257 | total_timesteps 3984.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.48788501026694
Path 258 | total_timesteps 3994.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.487168959145967
Path 259 | total_timesteps 4004.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.488300492610838
Path 260 | total_timesteps 4024.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.489431561666324
Path 261 | total_timesteps 4043.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.489946655724252
Path 262 | total_timesteps 4060.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.489641025641026
Path 263 | total_timesteps 4072.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.490360951599673
Path 264 | total_timesteps 4089.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.489030141480418
Path 265 | total_timesteps 4096.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.488109881098811
Path 266 | total_timesteps 4105.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.490264398442303
Path 267 | total_timesteps 4130.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.491598360655738
Path 268 | total_timesteps 4151.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.491087891825446
Path 269 | total_timesteps 4162.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.492421138877509
Path 270 | total_timesteps 4182.
number of affinization with epsilon = 3 is 38
average number of affinization = 12.497644890436208
Path 271 | total_timesteps 4221.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.498157248157248
Path 272 | total_timesteps 4237.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.4978505629478
Path 273 | total_timesteps 4249.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.497748669668441
Path 274 | total_timesteps 4262.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.497032944546756
Path 275 | total_timesteps 4272.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.497340425531915
Path 276 | total_timesteps 4288.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.500715892820617
Path 277 | total_timesteps 4318.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.500204498977505
Path 278 | total_timesteps 4329.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.503169086076467
Path 279 | total_timesteps 4358.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.505723630417007
Path 280 | total_timesteps 4384.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.505007153075823
Path 281 | total_timesteps 4394.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.504903964037597
Path 282 | total_timesteps 4407.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.50520939734423
Path 283 | total_timesteps 4424.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.507352941176471
Path 284 | total_timesteps 4448.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.50827036961405
Path 285 | total_timesteps 4467.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.50837076357697
Path 286 | total_timesteps 4482.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.510308226168606
Path 287 | total_timesteps 4505.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.511836734693878
Path 288 | total_timesteps 4527.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.511732299530708
Path 289 | total_timesteps 4540.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.511831905344756
Path 290 | total_timesteps 4555.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.510911686722414
Path 291 | total_timesteps 4565.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.511011419249591
Path 292 | total_timesteps 4579.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.510091743119267
Path 293 | total_timesteps 4588.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.50978393803506
Path 294 | total_timesteps 4600.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.509068677399632
Path 295 | total_timesteps 4610.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.512224938875306
Path 296 | total_timesteps 4639.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.512731717254024
Path 297 | total_timesteps 4655.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.512830957230143
Path 298 | total_timesteps 4669.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.514151903889228
Path 299 | total_timesteps 4689.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.513232899022801
Path 300 | total_timesteps 4698.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.513535518013434
Path 301 | total_timesteps 4713.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.513634513634514
Path 302 | total_timesteps 4727.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.51353001017294
Path 303 | total_timesteps 4740.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.514442636289667
Path 304 | total_timesteps 4758.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.516371771405328
Path 305 | total_timesteps 4781.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.516266775111834
Path 306 | total_timesteps 4794.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.515348648099208
Path 307 | total_timesteps 4803.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.515853658536585
Path 308 | total_timesteps 4820.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.514529567161146
Path 309 | total_timesteps 4828.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.51848841934173
Path 310 | total_timesteps 4861.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.520211253300833
Path 311 | total_timesteps 4883.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.51969943135662
Path 312 | total_timesteps 4895.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.519796954314721
Path 313 | total_timesteps 4910.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.520503451075923
Path 314 | total_timesteps 4928.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.521818550842298
Path 315 | total_timesteps 4948.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.52252435064935
Path 316 | total_timesteps 4966.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.52322986406979
Path 317 | total_timesteps 4984.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.523529411764706
Path 318 | total_timesteps 5000.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.52443723382681
Path 319 | total_timesteps 5018.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.524330900243308
Path 320 | total_timesteps 5031.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.523819176971417
Path 321 | total_timesteps 5042.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.523713011755168
Path 322 | total_timesteps 5055.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.524620060790273
Path 323 | total_timesteps 5073.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.526944894651539
Path 324 | total_timesteps 5100.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.53028154749848
Path 325 | total_timesteps 5132.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.530376670716889
Path 326 | total_timesteps 5147.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.529661874873456
Path 327 | total_timesteps 5160.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.530161943319838
Path 328 | total_timesteps 5176.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.531268973891924
Path 329 | total_timesteps 5196.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.530352084176446
Path 330 | total_timesteps 5205.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.529840178029536
Path 331 | total_timesteps 5217.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.530542071197411
Path 332 | total_timesteps 5234.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.530232558139534
Path 333 | total_timesteps 5246.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.529114435907804
Path 334 | total_timesteps 5255.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.53244390539721
Path 335 | total_timesteps 5288.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.532336297493936
Path 336 | total_timesteps 5301.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.531420488987674
Path 337 | total_timesteps 5310.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.533737373737374
Path 338 | total_timesteps 5338.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.532821652191476
Path 339 | total_timesteps 5347.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.532108239095315
Path 340 | total_timesteps 5359.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.534827377347062
Path 341 | total_timesteps 5386.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.537141703673798
Path 342 | total_timesteps 5412.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.539656912209889
Path 343 | total_timesteps 5439.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.538740920096853
Path 344 | total_timesteps 5448.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.53964091184184
Path 345 | total_timesteps 5466.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.539128680919726
Path 346 | total_timesteps 5477.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.538818310143174
Path 347 | total_timesteps 5491.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.538709677419355
Path 348 | total_timesteps 5504.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.538601088490223
Path 349 | total_timesteps 5518.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.538089480048368
Path 350 | total_timesteps 5529.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.538988515011082
Path 351 | total_timesteps 5548.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.542103142626914
Path 352 | total_timesteps 5577.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.542195367573012
Path 353 | total_timesteps 5591.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.542488924687877
Path 354 | total_timesteps 5606.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.545198308838334
Path 355 | total_timesteps 5633.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.544283413848632
Path 356 | total_timesteps 5642.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.544173878043871
Path 357 | total_timesteps 5655.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.543460764587525
Path 358 | total_timesteps 5665.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.546368939851137
Path 359 | total_timesteps 5694.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.546057924376509
Path 360 | total_timesteps 5706.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.546149205710838
Path 361 | total_timesteps 5721.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.54724567752312
Path 362 | total_timesteps 5740.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.548341708542713
Path 363 | total_timesteps 5759.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.548432475884244
Path 364 | total_timesteps 5773.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.552139843279084
Path 365 | total_timesteps 5805.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.55182804339092
Path 366 | total_timesteps 5817.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.552721430006025
Path 367 | total_timesteps 5836.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.553212851405622
Path 368 | total_timesteps 5854.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.553101786789801
Path 369 | total_timesteps 5867.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.552790044158971
Path 370 | total_timesteps 5880.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.555087296809152
Path 371 | total_timesteps 5906.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.556380417335474
Path 372 | total_timesteps 5926.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.556068204613842
Path 373 | total_timesteps 5938.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.556558363417569
Path 374 | total_timesteps 5955.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.56065771004612
Path 375 | total_timesteps 5990.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.559943865276663
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.93    |
| Iteration     | 11       |
| MaximumReturn | 10.3     |
| MinimumReturn | -20.3    |
| TotalSamples  | 52062    |
----------------------------
itr #12 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.33120065927505493
Validation loss = 0.34188583493232727
Validation loss = 0.34782886505126953
Validation loss = 0.35139989852905273
Validation loss = 0.3455992341041565
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.33236825466156006
Validation loss = 0.338327556848526
Validation loss = 0.3463054299354553
Validation loss = 0.34360864758491516
Validation loss = 0.3509697914123535
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 25
average number of affinization = 12.562437362196833
Path 1 | total_timesteps 26.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.5625250501002
Path 2 | total_timesteps 41.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.562813063514326
Path 3 | total_timesteps 56.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.562700320512821
Path 4 | total_timesteps 69.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.562387342279191
Path 5 | total_timesteps 83.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.56387665198238
Path 6 | total_timesteps 106.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.564964964964965
Path 7 | total_timesteps 126.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.565252201761409
Path 8 | total_timesteps 143.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.564538723233941
Path 9 | total_timesteps 154.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.564625850340136
Path 10 | total_timesteps 168.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.565913182636526
Path 11 | total_timesteps 189.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.5654
Path 12 | total_timesteps 200.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.566486702659468
Path 13 | total_timesteps 219.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.566373450619752
Path 14 | total_timesteps 232.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.565460723565861
Path 15 | total_timesteps 241.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.566147082334133
Path 16 | total_timesteps 259.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.567432567432567
Path 17 | total_timesteps 279.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.569117059528566
Path 18 | total_timesteps 301.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.569003395246655
Path 19 | total_timesteps 314.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.568690095846645
Path 20 | total_timesteps 326.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.567977640247554
Path 21 | total_timesteps 336.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.567265469061876
Path 22 | total_timesteps 346.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.567750947914588
Path 23 | total_timesteps 362.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.568236233040702
Path 24 | total_timesteps 379.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.567324955116696
Path 25 | total_timesteps 388.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.568209014758676
Path 26 | total_timesteps 406.
number of affinization with epsilon = 3 is 43
average number of affinization = 12.574277168494516
Path 27 | total_timesteps 451.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.573165869218501
Path 28 | total_timesteps 460.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.573250946780945
Path 29 | total_timesteps 474.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.57373455559984
Path 30 | total_timesteps 490.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.577206614863519
Path 31 | total_timesteps 524.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.579282868525896
Path 32 | total_timesteps 548.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.578968333001393
Path 33 | total_timesteps 560.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.579251294305058
Path 34 | total_timesteps 575.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.578737806091977
Path 35 | total_timesteps 586.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.57921974522293
Path 36 | total_timesteps 602.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.57910447761194
Path 37 | total_timesteps 615.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.579387186629527
Path 38 | total_timesteps 630.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.581062263775612
Path 39 | total_timesteps 652.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.581941129673826
Path 40 | total_timesteps 670.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.581228872539272
Path 41 | total_timesteps 680.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.582504970178926
Path 42 | total_timesteps 701.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.58238918704035
Path 43 | total_timesteps 714.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.582273449920509
Path 44 | total_timesteps 727.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.58156169282734
Path 45 | total_timesteps 737.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.581843464441796
Path 46 | total_timesteps 752.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.584707050645482
Path 47 | total_timesteps 780.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.583995234312948
Path 48 | total_timesteps 790.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.583283700615446
Path 49 | total_timesteps 801.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.582572449384676
Path 50 | total_timesteps 811.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.582258384600118
Path 51 | total_timesteps 823.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.581547619047619
Path 52 | total_timesteps 833.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.581035508827613
Path 53 | total_timesteps 845.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.581911939706465
Path 54 | total_timesteps 863.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.58159825500694
Path 55 | total_timesteps 875.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.581086439333863
Path 56 | total_timesteps 886.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.581565906838454
Path 57 | total_timesteps 902.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.581252477209672
Path 58 | total_timesteps 914.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.58153358430751
Path 59 | total_timesteps 930.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.582408874801901
Path 60 | total_timesteps 948.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.581105169340464
Path 61 | total_timesteps 955.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.582772277227722
Path 62 | total_timesteps 977.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.582260938428034
Path 63 | total_timesteps 988.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.581947743467934
Path 64 | total_timesteps 1000.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.581634672471798
Path 65 | total_timesteps 1013.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.583696082311041
Path 66 | total_timesteps 1037.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.583778437190901
Path 67 | total_timesteps 1051.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.585443037974683
Path 68 | total_timesteps 1074.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.585722760529958
Path 69 | total_timesteps 1089.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.585804665875841
Path 70 | total_timesteps 1103.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.587665546550701
Path 71 | total_timesteps 1126.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.589525691699604
Path 72 | total_timesteps 1150.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.588816439438846
Path 73 | total_timesteps 1162.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.59126827340972
Path 74 | total_timesteps 1188.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.590756468496938
Path 75 | total_timesteps 1199.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.59044233807267
Path 76 | total_timesteps 1211.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.589930898321816
Path 77 | total_timesteps 1222.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.589222266087644
Path 78 | total_timesteps 1233.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.588908624432603
Path 79 | total_timesteps 1245.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.588595106550908
Path 80 | total_timesteps 1257.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.590649043203788
Path 81 | total_timesteps 1282.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.592899408284024
Path 82 | total_timesteps 1307.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.593176888187735
Path 83 | total_timesteps 1323.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.594440063091483
Path 84 | total_timesteps 1344.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.59471712990341
Path 85 | total_timesteps 1360.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.595585337012219
Path 86 | total_timesteps 1379.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.595270935960592
Path 87 | total_timesteps 1391.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.597123719464145
Path 88 | total_timesteps 1416.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.596809139255466
Path 89 | total_timesteps 1428.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.59747932256794
Path 90 | total_timesteps 1445.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.59696790706832
Path 91 | total_timesteps 1457.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.596259842519686
Path 92 | total_timesteps 1468.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.6000787246605
Path 93 | total_timesteps 1501.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.5995670995671
Path 94 | total_timesteps 1512.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.603383828447766
Path 95 | total_timesteps 1545.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.603461841070024
Path 96 | total_timesteps 1559.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.605309734513275
Path 97 | total_timesteps 1582.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.604797483287456
Path 98 | total_timesteps 1594.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.605858069589148
Path 99 | total_timesteps 1613.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.60554245283019
Path 100 | total_timesteps 1625.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.606602475928474
Path 101 | total_timesteps 1644.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.607269155206287
Path 102 | total_timesteps 1661.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.606757022196032
Path 103 | total_timesteps 1672.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.605655930871956
Path 104 | total_timesteps 1680.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.606911447084233
Path 105 | total_timesteps 1700.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.608362779740872
Path 106 | total_timesteps 1721.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.60765456329735
Path 107 | total_timesteps 1732.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.607339089481947
Path 108 | total_timesteps 1745.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.607023739454581
Path 109 | total_timesteps 1757.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.609454688112985
Path 110 | total_timesteps 1784.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.609531280643264
Path 111 | total_timesteps 1798.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.611960784313725
Path 112 | total_timesteps 1824.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.611252695549892
Path 113 | total_timesteps 1834.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.610544884359076
Path 114 | total_timesteps 1844.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.611992945326278
Path 115 | total_timesteps 1866.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.612068965517242
Path 116 | total_timesteps 1880.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.612144955925563
Path 117 | total_timesteps 1895.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.611829220524873
Path 118 | total_timesteps 1907.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.613863324848248
Path 119 | total_timesteps 1931.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.613155833985905
Path 120 | total_timesteps 1943.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.61323155216285
Path 121 | total_timesteps 1957.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.612328767123287
Path 122 | total_timesteps 1966.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.61436118176482
Path 123 | total_timesteps 1990.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.614632237871675
Path 124 | total_timesteps 2006.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.615685507529825
Path 125 | total_timesteps 2027.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.61634728197106
Path 126 | total_timesteps 2044.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.617204301075269
Path 127 | total_timesteps 2062.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.616888193901486
Path 128 | total_timesteps 2074.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.619503615399648
Path 129 | total_timesteps 2101.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.620554904259476
Path 130 | total_timesteps 2120.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.619652275835124
Path 131 | total_timesteps 2129.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.618359375
Path 132 | total_timesteps 2136.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.617457527826597
Path 133 | total_timesteps 2145.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.617336977743069
Path 134 | total_timesteps 2158.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.618973257856725
Path 135 | total_timesteps 2180.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.618266978922717
Path 136 | total_timesteps 2190.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.619707317073171
Path 137 | total_timesteps 2212.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.620952009364027
Path 138 | total_timesteps 2232.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.620050711917301
Path 139 | total_timesteps 2244.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.623634945397816
Path 140 | total_timesteps 2278.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.62214856697212
Path 141 | total_timesteps 2285.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.621442495126706
Path 142 | total_timesteps 2295.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.623465211459754
Path 143 | total_timesteps 2320.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.625876851130164
Path 144 | total_timesteps 2349.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.624975647769336
Path 145 | total_timesteps 2358.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.62465913517725
Path 146 | total_timesteps 2370.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.624926971762415
Path 147 | total_timesteps 2385.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.625778816199377
Path 148 | total_timesteps 2404.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.626046330543119
Path 149 | total_timesteps 2419.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.625145971195018
Path 150 | total_timesteps 2428.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.625608094960109
Path 151 | total_timesteps 2444.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.625875486381323
Path 152 | total_timesteps 2462.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.626531803151138
Path 153 | total_timesteps 2480.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.62582652664333
Path 154 | total_timesteps 2490.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.62473264631538
Path 155 | total_timesteps 2498.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.623833592534993
Path 156 | total_timesteps 2507.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.624101068999028
Path 157 | total_timesteps 2522.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.625340069957248
Path 158 | total_timesteps 2542.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.62502428599184
Path 159 | total_timesteps 2555.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.624708624708624
Path 160 | total_timesteps 2567.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.624587298504563
Path 161 | total_timesteps 2580.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.625436893203883
Path 162 | total_timesteps 2600.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.627450980392156
Path 163 | total_timesteps 2625.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.62694099378882
Path 164 | total_timesteps 2636.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.625849019988356
Path 165 | total_timesteps 2645.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.626115638339154
Path 166 | total_timesteps 2661.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.625218234723569
Path 167 | total_timesteps 2670.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.625096974398758
Path 168 | total_timesteps 2683.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.62652705061082
Path 169 | total_timesteps 2705.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.62582396277627
Path 170 | total_timesteps 2717.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.624927311494476
Path 171 | total_timesteps 2726.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.627906976744185
Path 172 | total_timesteps 2755.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.628560356520055
Path 173 | total_timesteps 2772.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.628438589693918
Path 174 | total_timesteps 2786.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.629672670927755
Path 175 | total_timesteps 2806.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.630518977536793
Path 176 | total_timesteps 2824.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.630009680542111
Path 177 | total_timesteps 2836.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.631823461091754
Path 178 | total_timesteps 2860.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.633636539578092
Path 179 | total_timesteps 2883.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.63312693498452
Path 180 | total_timesteps 2894.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.635712903849875
Path 181 | total_timesteps 2922.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.635976789168279
Path 182 | total_timesteps 2937.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.635660413846452
Path 183 | total_timesteps 2949.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.635924207269914
Path 184 | total_timesteps 2965.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.638121012951865
Path 185 | total_timesteps 2991.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.63838422883649
Path 186 | total_timesteps 3006.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.638647342995169
Path 187 | total_timesteps 3021.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.638137557959814
Path 188 | total_timesteps 3032.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.640139076685339
Path 189 | total_timesteps 3059.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.639822325222093
Path 190 | total_timesteps 3071.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.638926433674454
Path 191 | total_timesteps 3080.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.638416988416989
Path 192 | total_timesteps 3092.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.637328701022968
Path 193 | total_timesteps 3101.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.636626785025086
Path 194 | total_timesteps 3112.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.636118078333011
Path 195 | total_timesteps 3124.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.635802469135802
Path 196 | total_timesteps 3136.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.63625843780135
Path 197 | total_timesteps 3152.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.638256845352872
Path 198 | total_timesteps 3177.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.63697705802969
Path 199 | total_timesteps 3185.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.638781804163454
Path 200 | total_timesteps 3208.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.639044131817306
Path 201 | total_timesteps 3223.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.638342967244702
Path 202 | total_timesteps 3234.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.638027355037565
Path 203 | total_timesteps 3246.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.639060092449922
Path 204 | total_timesteps 3265.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.637974196033122
Path 205 | total_timesteps 3274.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.637658837119753
Path 206 | total_timesteps 3286.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.636766121270453
Path 207 | total_timesteps 3296.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.636258660508084
Path 208 | total_timesteps 3307.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.636136232441793
Path 209 | total_timesteps 3320.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.63659099653713
Path 210 | total_timesteps 3336.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.637814964416235
Path 211 | total_timesteps 3356.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.640384615384615
Path 212 | total_timesteps 3383.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.64199192462988
Path 213 | total_timesteps 3406.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.643598615916956
Path 214 | total_timesteps 3428.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.642706131078224
Path 215 | total_timesteps 3437.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.642006149116064
Path 216 | total_timesteps 3447.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.642459173871277
Path 217 | total_timesteps 3465.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.6417595082597
Path 218 | total_timesteps 3475.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.642404455540618
Path 219 | total_timesteps 3492.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.641705069124423
Path 220 | total_timesteps 3502.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.641389902092532
Path 221 | total_timesteps 3514.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.642418426103648
Path 222 | total_timesteps 3533.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.641335636154288
Path 223 | total_timesteps 3541.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.64025326170376
Path 224 | total_timesteps 3550.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.639363130634951
Path 225 | total_timesteps 3559.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.640007671653242
Path 226 | total_timesteps 3577.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.639501438159156
Path 227 | total_timesteps 3588.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.638611963190185
Path 228 | total_timesteps 3597.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.63848955338317
Path 229 | total_timesteps 3610.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.640475277884248
Path 230 | total_timesteps 3634.
number of affinization with epsilon = 3 is 37
average number of affinization = 12.645142747652807
Path 231 | total_timesteps 3673.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.644827586206896
Path 232 | total_timesteps 3686.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.645661750622486
Path 233 | total_timesteps 3705.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.645538108004596
Path 234 | total_timesteps 3718.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.645988895270918
Path 235 | total_timesteps 3734.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.64624808575804
Path 236 | total_timesteps 3749.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.645933014354068
Path 237 | total_timesteps 3761.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.649636433218523
Path 238 | total_timesteps 3794.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.649129519801033
Path 239 | total_timesteps 3805.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.649961744452945
Path 240 | total_timesteps 3824.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.65136737425894
Path 241 | total_timesteps 3846.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.651242829827916
Path 242 | total_timesteps 3859.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.650735996941311
Path 243 | total_timesteps 3870.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.653860856269112
Path 244 | total_timesteps 3901.
number of affinization with epsilon = 3 is 38
average number of affinization = 12.65870437607491
Path 245 | total_timesteps 3943.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.66010699273978
Path 246 | total_timesteps 3964.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.659980897803248
Path 247 | total_timesteps 3978.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.659281894576011
Path 248 | total_timesteps 3988.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.658392209280121
Path 249 | total_timesteps 3999.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.65807560137457
Path 250 | total_timesteps 4011.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.65890437106318
Path 251 | total_timesteps 4030.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.660114503816795
Path 252 | total_timesteps 4050.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.66056096164854
Path 253 | total_timesteps 4067.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.660625715375811
Path 254 | total_timesteps 4081.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.66011825290864
Path 255 | total_timesteps 4092.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.659229595728451
Path 256 | total_timesteps 4102.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.658531935176358
Path 257 | total_timesteps 4112.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.658597026305756
Path 258 | total_timesteps 4126.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.657899752239375
Path 259 | total_timesteps 4136.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.659489329268293
Path 260 | total_timesteps 4158.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.659173175843017
Path 261 | total_timesteps 4170.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.659619047619048
Path 262 | total_timesteps 4187.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.66006474957151
Path 263 | total_timesteps 4204.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.662033511043411
Path 264 | total_timesteps 4228.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.661336379211878
Path 265 | total_timesteps 4238.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.660639512752189
Path 266 | total_timesteps 4249.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.661655566127498
Path 267 | total_timesteps 4268.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.661149162861491
Path 268 | total_timesteps 4279.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.66140384249572
Path 269 | total_timesteps 4294.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.664701407379232
Path 270 | total_timesteps 4325.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.664004563605248
Path 271 | total_timesteps 4335.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.663498098859316
Path 272 | total_timesteps 4347.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.662991826648925
Path 273 | total_timesteps 4359.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.6634359559103
Path 274 | total_timesteps 4375.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.662739882196465
Path 275 | total_timesteps 4385.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.664133738601823
Path 276 | total_timesteps 4406.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.665527065527066
Path 277 | total_timesteps 4427.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.664641093809342
Path 278 | total_timesteps 4436.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.666223656730587
Path 279 | total_timesteps 4458.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.66533788914199
Path 280 | total_timesteps 4467.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.665021825773392
Path 281 | total_timesteps 4480.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.664516129032258
Path 282 | total_timesteps 4491.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.664010624169986
Path 283 | total_timesteps 4503.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.666540212443095
Path 284 | total_timesteps 4533.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.667930969087806
Path 285 | total_timesteps 4554.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.666666666666666
Path 286 | total_timesteps 4561.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.667677725118484
Path 287 | total_timesteps 4580.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.667930250189537
Path 288 | total_timesteps 4596.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.667235171498957
Path 289 | total_timesteps 4606.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.666729821902235
Path 290 | total_timesteps 4617.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.66584580412957
Path 291 | total_timesteps 4626.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.665909090909091
Path 292 | total_timesteps 4641.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.665782995644765
Path 293 | total_timesteps 4654.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.667171525937144
Path 294 | total_timesteps 4675.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.667991671398827
Path 295 | total_timesteps 4693.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.670893262679789
Path 296 | total_timesteps 4723.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.671333964049197
Path 297 | total_timesteps 4739.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.670261066969353
Path 298 | total_timesteps 4748.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.671080007565727
Path 299 | total_timesteps 4767.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.671331316187594
Path 300 | total_timesteps 4783.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.671015314804311
Path 301 | total_timesteps 4795.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.670888468809073
Path 302 | total_timesteps 4808.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.67095067095067
Path 303 | total_timesteps 4822.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.670445956160242
Path 304 | total_timesteps 4833.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.670886075949367
Path 305 | total_timesteps 4850.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.670759350207783
Path 306 | total_timesteps 4864.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.670632672332388
Path 307 | total_timesteps 4877.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.671450151057401
Path 308 | total_timesteps 4895.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.67113460449311
Path 309 | total_timesteps 4907.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.671007927519819
Path 310 | total_timesteps 4921.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.670315153802605
Path 311 | total_timesteps 4934.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.671320754716982
Path 312 | total_timesteps 4953.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.670816827013772
Path 313 | total_timesteps 4965.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.670501697472652
Path 314 | total_timesteps 4977.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.66962096926268
Path 315 | total_timesteps 4988.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.67081447963801
Path 316 | total_timesteps 5009.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.670122525918945
Path 317 | total_timesteps 5019.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.670750094232943
Path 318 | total_timesteps 5036.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.674580742415678
Path 319 | total_timesteps 5070.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.674642049736248
Path 320 | total_timesteps 5086.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.675645130909777
Path 321 | total_timesteps 5106.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.678531073446328
Path 322 | total_timesteps 5135.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.67765016004519
Path 323 | total_timesteps 5144.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.676957831325302
Path 324 | total_timesteps 5154.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.676265763222284
Path 325 | total_timesteps 5164.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.675950319909672
Path 326 | total_timesteps 5177.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.676575729068674
Path 327 | total_timesteps 5194.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.676448457486833
Path 328 | total_timesteps 5207.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.677637765657325
Path 329 | total_timesteps 5227.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.677134261000376
Path 330 | total_timesteps 5238.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.677382966723068
Path 331 | total_timesteps 5253.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.677819548872181
Path 332 | total_timesteps 5270.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.679007705318549
Path 333 | total_timesteps 5292.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.678316422397595
Path 334 | total_timesteps 5302.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.67762539921097
Path 335 | total_timesteps 5314.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.680503380916605
Path 336 | total_timesteps 5343.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.68
Path 337 | total_timesteps 5354.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.681374389785956
Path 338 | total_timesteps 5375.
number of affinization with epsilon = 3 is 34
average number of affinization = 12.685376384456543
Path 339 | total_timesteps 5412.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.68674924924925
Path 340 | total_timesteps 5433.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.686808031525615
Path 341 | total_timesteps 5447.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.688180112570356
Path 342 | total_timesteps 5468.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.689739260926656
Path 343 | total_timesteps 5490.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.690547636909228
Path 344 | total_timesteps 5508.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.690980686292892
Path 345 | total_timesteps 5524.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.691413573303338
Path 346 | total_timesteps 5542.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.690534208059981
Path 347 | total_timesteps 5552.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.689655172413794
Path 348 | total_timesteps 5563.
number of affinization with epsilon = 3 is 39
average number of affinization = 12.694584972831178
Path 349 | total_timesteps 5603.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.695016860247284
Path 350 | total_timesteps 5619.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.694324779921333
Path 351 | total_timesteps 5629.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.693445692883895
Path 352 | total_timesteps 5638.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.693877551020408
Path 353 | total_timesteps 5654.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.694122051666042
Path 354 | total_timesteps 5670.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.69380497847651
Path 355 | total_timesteps 5682.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.69442365269461
Path 356 | total_timesteps 5699.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.695042095416277
Path 357 | total_timesteps 5717.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.698466142910588
Path 358 | total_timesteps 5750.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.698148494482888
Path 359 | total_timesteps 5762.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.698204936424832
Path 360 | total_timesteps 5777.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.69826135726304
Path 361 | total_timesteps 5792.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.701121495327103
Path 362 | total_timesteps 5821.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.702111754812185
Path 363 | total_timesteps 5840.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.702167414050821
Path 364 | total_timesteps 5855.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.702409863627873
Path 365 | total_timesteps 5871.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.70265222263728
Path 366 | total_timesteps 5886.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.701960784313725
Path 367 | total_timesteps 5896.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.702203136669157
Path 368 | total_timesteps 5911.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.702445398543961
Path 369 | total_timesteps 5926.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.703994027622247
Path 370 | total_timesteps 5948.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.70460906885613
Path 371 | total_timesteps 5965.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.70391791044776
Path 372 | total_timesteps 5975.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.70602499533669
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.03    |
| Iteration     | 12       |
| MaximumReturn | 8.85     |
| MinimumReturn | -18.5    |
| TotalSamples  | 56062    |
----------------------------
itr #13 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.335977703332901
Validation loss = 0.3417339026927948
Validation loss = 0.3447955250740051
Validation loss = 0.3462452292442322
Validation loss = 0.34856635332107544
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3361515402793884
Validation loss = 0.34016695618629456
Validation loss = 0.3447103500366211
Validation loss = 0.3463638722896576
Validation loss = 0.34875771403312683
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 16
average number of affinization = 12.706639313688923
Path 1 | total_timesteps 18.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.706134626142084
Path 2 | total_timesteps 29.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.70600298284862
Path 3 | total_timesteps 42.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.705125815470643
Path 4 | total_timesteps 51.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.70611256056653
Path 5 | total_timesteps 70.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.705235699645984
Path 6 | total_timesteps 79.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.705290611028316
Path 7 | total_timesteps 94.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.704414229837958
Path 8 | total_timesteps 103.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.705214152700187
Path 9 | total_timesteps 121.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.706944703034816
Path 10 | total_timesteps 145.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.705882352941176
Path 11 | total_timesteps 154.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.707053787455797
Path 12 | total_timesteps 176.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.707480461481206
Path 13 | total_timesteps 192.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.706976744186047
Path 14 | total_timesteps 204.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.706659226190476
Path 15 | total_timesteps 216.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.706341826297193
Path 16 | total_timesteps 230.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.70918557084418
Path 17 | total_timesteps 259.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.71184234987916
Path 18 | total_timesteps 287.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.710780669144981
Path 19 | total_timesteps 295.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.712135290838134
Path 20 | total_timesteps 316.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.7123745819398
Path 21 | total_timesteps 332.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.71298532416868
Path 22 | total_timesteps 349.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.712295690936108
Path 23 | total_timesteps 359.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.713834726090994
Path 24 | total_timesteps 382.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.71630152246565
Path 25 | total_timesteps 409.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.716539818080564
Path 26 | total_timesteps 425.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.719561989606532
Path 27 | total_timesteps 455.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.71868621265541
Path 28 | total_timesteps 464.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.719294990723562
Path 29 | total_timesteps 481.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.720274531626785
Path 30 | total_timesteps 500.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.720882789317507
Path 31 | total_timesteps 517.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.72260337474504
Path 32 | total_timesteps 542.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.721357063403781
Path 33 | total_timesteps 551.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.721779425393883
Path 34 | total_timesteps 568.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.725352112676056
Path 35 | total_timesteps 602.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.725773577913655
Path 36 | total_timesteps 618.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.727121155983697
Path 37 | total_timesteps 639.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.726616040007409
Path 38 | total_timesteps 650.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.728518518518518
Path 39 | total_timesteps 675.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.728198481762636
Path 40 | total_timesteps 688.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.727878563495002
Path 41 | total_timesteps 700.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.728299093096428
Path 42 | total_timesteps 716.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.72982975573649
Path 43 | total_timesteps 738.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.72895467160037
Path 44 | total_timesteps 747.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.730484646688865
Path 45 | total_timesteps 770.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.73071943776586
Path 46 | total_timesteps 787.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.730029585798816
Path 47 | total_timesteps 797.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.731373636531707
Path 48 | total_timesteps 819.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.732532347504621
Path 49 | total_timesteps 840.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.732396969136943
Path 50 | total_timesteps 854.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.731707317073171
Path 51 | total_timesteps 865.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.732865324219471
Path 52 | total_timesteps 886.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.732545253047654
Path 53 | total_timesteps 898.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.732779316712834
Path 54 | total_timesteps 913.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.733197932053177
Path 55 | total_timesteps 929.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.732139560642421
Path 56 | total_timesteps 937.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.73108157991879
Path 57 | total_timesteps 945.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.73168481269607
Path 58 | total_timesteps 963.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.7309963099631
Path 59 | total_timesteps 973.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.731414868105515
Path 60 | total_timesteps 989.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.732017705643674
Path 61 | total_timesteps 1006.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.732067121519455
Path 62 | total_timesteps 1020.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.731747787610619
Path 63 | total_timesteps 1033.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.731244239631337
Path 64 | total_timesteps 1044.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.731662366384077
Path 65 | total_timesteps 1060.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.730790491984521
Path 66 | total_timesteps 1069.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.733787767133382
Path 67 | total_timesteps 1099.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.73365260637318
Path 68 | total_timesteps 1113.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.734438305709023
Path 69 | total_timesteps 1131.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.734487203093353
Path 70 | total_timesteps 1146.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.734536082474227
Path 71 | total_timesteps 1160.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.735321185348795
Path 72 | total_timesteps 1178.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.735737946264262
Path 73 | total_timesteps 1194.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.734682612695492
Path 74 | total_timesteps 1202.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.735651214128035
Path 75 | total_timesteps 1223.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.735883759426153
Path 76 | total_timesteps 1238.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.736667892607576
Path 77 | total_timesteps 1256.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.735797021511308
Path 78 | total_timesteps 1266.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.7375
Path 79 | total_timesteps 1290.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.736445506340747
Path 80 | total_timesteps 1299.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.736493936052922
Path 81 | total_timesteps 1313.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.737277236817931
Path 82 | total_timesteps 1331.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.737325495958855
Path 83 | total_timesteps 1345.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.738108356290175
Path 84 | total_timesteps 1363.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.737421961072346
Path 85 | total_timesteps 1373.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.73710299247292
Path 86 | total_timesteps 1385.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.737151248164464
Path 87 | total_timesteps 1399.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.736832446320426
Path 88 | total_timesteps 1411.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.737064220183486
Path 89 | total_timesteps 1426.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.73619519354247
Path 90 | total_timesteps 1435.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.736793837123992
Path 91 | total_timesteps 1453.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.737025490555657
Path 92 | total_timesteps 1468.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.737990465713239
Path 93 | total_timesteps 1487.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.738038496791933
Path 94 | total_timesteps 1502.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.737353372434018
Path 95 | total_timesteps 1512.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.73776800439802
Path 96 | total_timesteps 1528.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.740564309270795
Path 97 | total_timesteps 1559.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.739695915002748
Path 98 | total_timesteps 1568.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.74047619047619
Path 99 | total_timesteps 1586.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.739241897088446
Path 100 | total_timesteps 1593.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.739106554375686
Path 101 | total_timesteps 1606.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.738788211605344
Path 102 | total_timesteps 1619.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.738836017569547
Path 103 | total_timesteps 1633.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.737785910338518
Path 104 | total_timesteps 1641.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.739846322722283
Path 105 | total_timesteps 1666.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.740991402963234
Path 106 | total_timesteps 1687.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.741770299926847
Path 107 | total_timesteps 1705.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.74236606326568
Path 108 | total_timesteps 1723.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.744058500914077
Path 109 | total_timesteps 1747.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.743556936574667
Path 110 | total_timesteps 1758.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.742872807017545
Path 111 | total_timesteps 1768.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.742737072903344
Path 112 | total_timesteps 1782.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.74223602484472
Path 113 | total_timesteps 1793.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.742831050228311
Path 114 | total_timesteps 1810.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.745434623813003
Path 115 | total_timesteps 1838.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.747489501551945
Path 116 | total_timesteps 1863.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.747170500182548
Path 117 | total_timesteps 1875.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.747216645373243
Path 118 | total_timesteps 1889.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.747080291970804
Path 119 | total_timesteps 1902.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.74749133369823
Path 120 | total_timesteps 1918.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.750638453119299
Path 121 | total_timesteps 1949.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.750319168338502
Path 122 | total_timesteps 1961.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.75
Path 123 | total_timesteps 1973.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.749316317228805
Path 124 | total_timesteps 1983.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.749179730222384
Path 125 | total_timesteps 1997.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.749407690905777
Path 126 | total_timesteps 2012.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.749088921282798
Path 127 | total_timesteps 2024.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.751320823465113
Path 128 | total_timesteps 2050.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.752094717668488
Path 129 | total_timesteps 2068.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.753414678564925
Path 130 | total_timesteps 2089.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.753095411507648
Path 131 | total_timesteps 2101.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.752594210813763
Path 132 | total_timesteps 2112.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.751729159082636
Path 133 | total_timesteps 2121.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.751410373066424
Path 134 | total_timesteps 2133.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.751637554585153
Path 135 | total_timesteps 2150.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.75204657085683
Path 136 | total_timesteps 2166.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.753364859949073
Path 137 | total_timesteps 2187.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.752682305873796
Path 138 | total_timesteps 2197.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.751818181818182
Path 139 | total_timesteps 2206.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.752590438102164
Path 140 | total_timesteps 2224.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.751726644856415
Path 141 | total_timesteps 2233.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.753225513356352
Path 142 | total_timesteps 2255.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.753997093023257
Path 143 | total_timesteps 2273.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.756403269754768
Path 144 | total_timesteps 2300.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.756084271703596
Path 145 | total_timesteps 2312.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.755583802433266
Path 146 | total_timesteps 2323.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.757806826434278
Path 147 | total_timesteps 2350.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.7593029587947
Path 148 | total_timesteps 2372.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.758076225045372
Path 149 | total_timesteps 2381.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.759753220831065
Path 150 | total_timesteps 2405.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.758526850507982
Path 151 | total_timesteps 2412.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.76056593506258
Path 152 | total_timesteps 2437.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.760790714544795
Path 153 | total_timesteps 2452.
number of affinization with epsilon = 3 is 42
average number of affinization = 12.766092475067996
Path 154 | total_timesteps 2495.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.766134880348078
Path 155 | total_timesteps 2509.
number of affinization with epsilon = 3 is 35
average number of affinization = 12.770164944716331
Path 156 | total_timesteps 2545.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.769844146429866
Path 157 | total_timesteps 2557.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.769342272150752
Path 158 | total_timesteps 2569.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.768840579710146
Path 159 | total_timesteps 2580.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.769063575439231
Path 160 | total_timesteps 2595.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.769105396595437
Path 161 | total_timesteps 2609.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.769509324642405
Path 162 | total_timesteps 2626.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.76937002172339
Path 163 | total_timesteps 2639.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.77049773755656
Path 164 | total_timesteps 2659.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.77198697068404
Path 165 | total_timesteps 2681.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.77239008503709
Path 166 | total_timesteps 2697.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.771707670043416
Path 167 | total_timesteps 2707.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.771206366431542
Path 168 | total_timesteps 2718.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.771971066907776
Path 169 | total_timesteps 2736.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.771650696076659
Path 170 | total_timesteps 2748.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.770788141720896
Path 171 | total_timesteps 2757.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.770829568046269
Path 172 | total_timesteps 2771.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.77032887603903
Path 173 | total_timesteps 2782.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.770551038843722
Path 174 | total_timesteps 2797.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.771315028901734
Path 175 | total_timesteps 2815.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.770995123713202
Path 176 | total_timesteps 2827.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.771036475261827
Path 177 | total_timesteps 2841.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.770897273876152
Path 178 | total_timesteps 2854.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.770397111913358
Path 179 | total_timesteps 2865.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.76935571196535
Path 180 | total_timesteps 2873.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.770299530855286
Path 181 | total_timesteps 2892.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.771062601479343
Path 182 | total_timesteps 2912.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.772546897546897
Path 183 | total_timesteps 2934.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.772227231740306
Path 184 | total_timesteps 2946.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.775874504147133
Path 185 | total_timesteps 2980.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.775193798449612
Path 186 | total_timesteps 2990.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.775234318673396
Path 187 | total_timesteps 3004.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.775274824292666
Path 188 | total_timesteps 3018.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.776576576576577
Path 189 | total_timesteps 3041.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.777157268960547
Path 190 | total_timesteps 3059.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.776837175792506
Path 191 | total_timesteps 3071.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.776157032234828
Path 192 | total_timesteps 3081.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.776017284839755
Path 193 | total_timesteps 3094.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.777317731773177
Path 194 | total_timesteps 3115.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.776637868970482
Path 195 | total_timesteps 3125.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.776138204066942
Path 196 | total_timesteps 3136.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.776898164807484
Path 197 | total_timesteps 3157.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.777657852131679
Path 198 | total_timesteps 3175.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.777697841726619
Path 199 | total_timesteps 3189.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.778996583348318
Path 200 | total_timesteps 3210.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.780115066522834
Path 201 | total_timesteps 3230.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.780693870213913
Path 202 | total_timesteps 3247.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.780553558590942
Path 203 | total_timesteps 3260.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.780233602875112
Path 204 | total_timesteps 3273.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.779734099892202
Path 205 | total_timesteps 3285.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.779414406322974
Path 206 | total_timesteps 3298.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.77819683908046
Path 207 | total_timesteps 3305.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.777877536362004
Path 208 | total_timesteps 3317.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.777199281867146
Path 209 | total_timesteps 3327.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.77813677975229
Path 210 | total_timesteps 3346.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.779791816223977
Path 211 | total_timesteps 3369.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.78001076619415
Path 212 | total_timesteps 3385.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.781126659490491
Path 213 | total_timesteps 3405.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.78134529147982
Path 214 | total_timesteps 3421.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.782460545193688
Path 215 | total_timesteps 3441.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.782678859601937
Path 216 | total_timesteps 3456.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.78217999282897
Path 217 | total_timesteps 3468.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.782039792077434
Path 218 | total_timesteps 3481.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.782078853046595
Path 219 | total_timesteps 3496.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.782476258734993
Path 220 | total_timesteps 3513.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.781798638480831
Path 221 | total_timesteps 3524.
number of affinization with epsilon = 3 is 42
average number of affinization = 12.78703206161562
Path 222 | total_timesteps 3568.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.788502865329512
Path 223 | total_timesteps 3591.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.787824529991047
Path 224 | total_timesteps 3601.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.787146437522377
Path 225 | total_timesteps 3612.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.787005548594953
Path 226 | total_timesteps 3625.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.78579098067287
Path 227 | total_timesteps 3633.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.78511361603149
Path 228 | total_timesteps 3644.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.784973166368514
Path 229 | total_timesteps 3659.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.784117331425506
Path 230 | total_timesteps 3668.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.783977110157368
Path 231 | total_timesteps 3682.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.783479349186484
Path 232 | total_timesteps 3693.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.782981766178048
Path 233 | total_timesteps 3704.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.78391420911528
Path 234 | total_timesteps 3723.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.784488920657612
Path 235 | total_timesteps 3740.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.786314096837591
Path 236 | total_timesteps 3764.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.78742408002858
Path 237 | total_timesteps 3784.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.786747633505984
Path 238 | total_timesteps 3795.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.789821428571429
Path 239 | total_timesteps 3826.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.789323335118729
Path 240 | total_timesteps 3837.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.792574080685469
Path 241 | total_timesteps 3869.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.792968052828842
Path 242 | total_timesteps 3885.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.792826552462527
Path 243 | total_timesteps 3898.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.793398751115076
Path 244 | total_timesteps 3916.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.795754548697824
Path 245 | total_timesteps 3943.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.795077581594436
Path 246 | total_timesteps 3953.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.794400855920115
Path 247 | total_timesteps 3963.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.794259226243538
Path 248 | total_timesteps 3977.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.794117647058824
Path 249 | total_timesteps 3991.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.79361967563714
Path 250 | total_timesteps 4003.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.793300071275837
Path 251 | total_timesteps 4015.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.793158738642438
Path 252 | total_timesteps 4028.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.793373708585678
Path 253 | total_timesteps 4046.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.793766696349065
Path 254 | total_timesteps 4062.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.793447293447294
Path 255 | total_timesteps 4075.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.794908314046644
Path 256 | total_timesteps 4097.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.794588821644714
Path 257 | total_timesteps 4109.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.794091475351486
Path 258 | total_timesteps 4120.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.793416370106762
Path 259 | total_timesteps 4131.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.794342643657712
Path 260 | total_timesteps 4151.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.795090715048026
Path 261 | total_timesteps 4169.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.795304997332385
Path 262 | total_timesteps 4184.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.795341394025604
Path 263 | total_timesteps 4199.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.794133333333333
Path 264 | total_timesteps 4206.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.793992179168148
Path 265 | total_timesteps 4219.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.793495645992536
Path 266 | total_timesteps 4230.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.793710021321962
Path 267 | total_timesteps 4245.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.796411440753243
Path 268 | total_timesteps 4275.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.797335701598579
Path 269 | total_timesteps 4294.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.796661339016161
Path 270 | total_timesteps 4304.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.796875
Path 271 | total_timesteps 4319.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.798153736907508
Path 272 | total_timesteps 4342.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.799254526091588
Path 273 | total_timesteps 4362.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.798402839396628
Path 274 | total_timesteps 4372.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.79932576295245
Path 275 | total_timesteps 4393.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.802909348944475
Path 276 | total_timesteps 4427.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.803831145796382
Path 277 | total_timesteps 4447.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.803865933676184
Path 278 | total_timesteps 4461.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.803723404255319
Path 279 | total_timesteps 4475.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.803049104768657
Path 280 | total_timesteps 4485.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.802552286423253
Path 281 | total_timesteps 4497.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.804536594010278
Path 282 | total_timesteps 4523.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.804925584691707
Path 283 | total_timesteps 4540.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.804782993799822
Path 284 | total_timesteps 4553.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.804817569961035
Path 285 | total_timesteps 4570.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.804852133876395
Path 286 | total_timesteps 4586.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.804001416430594
Path 287 | total_timesteps 4595.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.804567180031864
Path 288 | total_timesteps 4612.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.806194690265487
Path 289 | total_timesteps 4635.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.808529463811714
Path 290 | total_timesteps 4664.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.809271054493985
Path 291 | total_timesteps 4682.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.809658588360163
Path 292 | total_timesteps 4698.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.812875840113195
Path 293 | total_timesteps 4730.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.812555260831124
Path 294 | total_timesteps 4742.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.811881188118813
Path 295 | total_timesteps 4753.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.811030581580344
Path 296 | total_timesteps 4762.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.810710498409332
Path 297 | total_timesteps 4774.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.812864463686164
Path 298 | total_timesteps 4800.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.813427561837456
Path 299 | total_timesteps 4818.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.812753930400989
Path 300 | total_timesteps 4829.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.813846697280113
Path 301 | total_timesteps 4850.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.815115663076108
Path 302 | total_timesteps 4871.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.817266949152541
Path 303 | total_timesteps 4898.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.816946160635482
Path 304 | total_timesteps 4912.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.816978468055066
Path 305 | total_timesteps 4926.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.815952002823364
Path 306 | total_timesteps 4934.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.815808045165843
Path 307 | total_timesteps 4947.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.816193332157347
Path 308 | total_timesteps 4964.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.81710758377425
Path 309 | total_timesteps 4983.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.81643449127138
Path 310 | total_timesteps 4993.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.81681946403385
Path 311 | total_timesteps 5009.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.818085668958224
Path 312 | total_timesteps 5031.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.820937610151569
Path 313 | total_timesteps 5061.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.821321585903084
Path 314 | total_timesteps 5077.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.820648343904157
Path 315 | total_timesteps 5087.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.820679936586226
Path 316 | total_timesteps 5102.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.81983092638253
Path 317 | total_timesteps 5111.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.821799612607853
Path 318 | total_timesteps 5136.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.821830985915494
Path 319 | total_timesteps 5151.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.821862348178138
Path 320 | total_timesteps 5166.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.821189721928897
Path 321 | total_timesteps 5177.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.8210452225937
Path 322 | total_timesteps 5190.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.822484166080224
Path 323 | total_timesteps 5212.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.823922603342128
Path 324 | total_timesteps 5234.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.82307421737601
Path 325 | total_timesteps 5243.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.823457007209425
Path 326 | total_timesteps 5259.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.822784810126583
Path 327 | total_timesteps 5269.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.823167516259447
Path 328 | total_timesteps 5285.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.823022847100177
Path 329 | total_timesteps 5298.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.823229660868037
Path 330 | total_timesteps 5313.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.823436401967674
Path 331 | total_timesteps 5328.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.823291761812753
Path 332 | total_timesteps 5341.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.824025289778714
Path 333 | total_timesteps 5360.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.823880597014925
Path 334 | total_timesteps 5373.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.82496488764045
Path 335 | total_timesteps 5393.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.82604879761278
Path 336 | total_timesteps 5414.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.827132327132327
Path 337 | total_timesteps 5434.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.827338129496402
Path 338 | total_timesteps 5449.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.827017543859649
Path 339 | total_timesteps 5462.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.827924925451676
Path 340 | total_timesteps 5482.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.82900736583655
Path 341 | total_timesteps 5502.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.82991408030861
Path 342 | total_timesteps 5521.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.830119214586254
Path 343 | total_timesteps 5536.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.829447852760737
Path 344 | total_timesteps 5546.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.831405538030143
Path 345 | total_timesteps 5573.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.834238654284212
Path 346 | total_timesteps 5603.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.834618079887877
Path 347 | total_timesteps 5621.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.83744964091785
Path 348 | total_timesteps 5652.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.83800350262697
Path 349 | total_timesteps 5669.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.838732271055857
Path 350 | total_timesteps 5687.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.840686274509803
Path 351 | total_timesteps 5712.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.841239278837739
Path 352 | total_timesteps 5729.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.842142107105355
Path 353 | total_timesteps 5749.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.84426946631671
Path 354 | total_timesteps 5775.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.84482155353394
Path 355 | total_timesteps 5792.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.844848696868988
Path 356 | total_timesteps 5806.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.845750262329485
Path 357 | total_timesteps 5825.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.846126945270152
Path 358 | total_timesteps 5841.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.846678321678322
Path 359 | total_timesteps 5858.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.846705121482259
Path 360 | total_timesteps 5873.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.845508563439356
Path 361 | total_timesteps 5881.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.845710291804997
Path 362 | total_timesteps 5896.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.845737246680644
Path 363 | total_timesteps 5910.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.846812227074237
Path 364 | total_timesteps 5930.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.846489696122948
Path 365 | total_timesteps 5942.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.845643443338572
Path 366 | total_timesteps 5951.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.84532122905028
Path 367 | total_timesteps 5964.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.84657008203875
Path 368 | total_timesteps 5985.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.845898778359512
Path 369 | total_timesteps 5995.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.845227708951317
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7       |
| Iteration     | 13       |
| MaximumReturn | 6.58     |
| MinimumReturn | -18.3    |
| TotalSamples  | 60065    |
----------------------------
itr #14 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3370415270328522
Validation loss = 0.3435424268245697
Validation loss = 0.35167109966278076
Validation loss = 0.35310396552085876
Validation loss = 0.3544193506240845
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3371899425983429
Validation loss = 0.34203195571899414
Validation loss = 0.34930306673049927
Validation loss = 0.34942328929901123
Validation loss = 0.34772270917892456
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 23
average number of affinization = 12.846999302163294
Path 1 | total_timesteps 26.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.846328274899703
Path 2 | total_timesteps 36.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.84722706662016
Path 3 | total_timesteps 55.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.848823016564952
Path 4 | total_timesteps 79.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.848675034867503
Path 5 | total_timesteps 92.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.848178490500262
Path 6 | total_timesteps 103.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.847856395956779
Path 7 | total_timesteps 115.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.850670848579892
Path 8 | total_timesteps 145.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.849651567944251
Path 9 | total_timesteps 154.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.8505486848981
Path 10 | total_timesteps 173.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.850400557297109
Path 11 | total_timesteps 186.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.850948981368623
Path 12 | total_timesteps 203.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.850800835654596
Path 13 | total_timesteps 216.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.850130548302872
Path 14 | total_timesteps 226.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.84963452836756
Path 15 | total_timesteps 237.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.849138681050983
Path 16 | total_timesteps 249.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.849164926931106
Path 17 | total_timesteps 263.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.849539050269613
Path 18 | total_timesteps 280.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.850260869565217
Path 19 | total_timesteps 298.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.850982437836898
Path 20 | total_timesteps 320.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.850312934631432
Path 21 | total_timesteps 332.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.85103424300365
Path 22 | total_timesteps 351.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.850191171359054
Path 23 | total_timesteps 360.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.850390964378802
Path 24 | total_timesteps 376.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.8498957609451
Path 25 | total_timesteps 387.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.849574431127323
Path 26 | total_timesteps 399.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.848558527266412
Path 27 | total_timesteps 407.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.851710366383053
Path 28 | total_timesteps 440.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.851215277777778
Path 29 | total_timesteps 451.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.85037319909738
Path 30 | total_timesteps 460.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.850572717806317
Path 31 | total_timesteps 475.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.84990456359535
Path 32 | total_timesteps 485.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.849236641221374
Path 33 | total_timesteps 495.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.849956634865569
Path 34 | total_timesteps 514.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.849809226500174
Path 35 | total_timesteps 527.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.849661869256112
Path 36 | total_timesteps 540.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.849341192787795
Path 37 | total_timesteps 552.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.849020627491766
Path 38 | total_timesteps 564.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.848180242634315
Path 39 | total_timesteps 573.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.847859989603188
Path 40 | total_timesteps 586.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.848925848925848
Path 41 | total_timesteps 606.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.849125238177724
Path 42 | total_timesteps 621.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.850710079667476
Path 43 | total_timesteps 645.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.85004329004329
Path 44 | total_timesteps 656.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.849549861495845
Path 45 | total_timesteps 667.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.849229703998615
Path 46 | total_timesteps 679.
number of affinization with epsilon = 3 is 34
average number of affinization = 12.85289027345102
Path 47 | total_timesteps 714.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.852915729364941
Path 48 | total_timesteps 728.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.853114186851212
Path 49 | total_timesteps 743.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.85590728247708
Path 50 | total_timesteps 773.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.85593220338983
Path 51 | total_timesteps 788.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.855438353795607
Path 52 | total_timesteps 799.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.854944674965422
Path 53 | total_timesteps 810.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.85704407951599
Path 54 | total_timesteps 836.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.856031800898721
Path 55 | total_timesteps 845.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.858821496457578
Path 56 | total_timesteps 877.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.859882515549412
Path 57 | total_timesteps 898.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.860079461046812
Path 58 | total_timesteps 913.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.85993091537133
Path 59 | total_timesteps 928.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.859264375755483
Path 60 | total_timesteps 939.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.859288674033149
Path 61 | total_timesteps 953.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.858449853271189
Path 62 | total_timesteps 962.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.857956506731101
Path 63 | total_timesteps 973.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.857118205349439
Path 64 | total_timesteps 982.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.858523119392684
Path 65 | total_timesteps 1005.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.858030015525271
Path 66 | total_timesteps 1016.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.859261814418765
Path 67 | total_timesteps 1037.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.859458527332299
Path 68 | total_timesteps 1052.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.86
Path 69 | total_timesteps 1069.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.859506981554905
Path 70 | total_timesteps 1080.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.85815236125474
Path 71 | total_timesteps 1088.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.857315181802516
Path 72 | total_timesteps 1097.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.85802894555479
Path 73 | total_timesteps 1115.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.858397932816537
Path 74 | total_timesteps 1131.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.85825008611781
Path 75 | total_timesteps 1144.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.857585672464268
Path 76 | total_timesteps 1154.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.857610192837466
Path 77 | total_timesteps 1168.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.85660182475469
Path 78 | total_timesteps 1176.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.856282271944922
Path 79 | total_timesteps 1188.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.8561349165376
Path 80 | total_timesteps 1201.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.855471438403303
Path 81 | total_timesteps 1212.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.855668329606056
Path 82 | total_timesteps 1227.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.855349157206742
Path 83 | total_timesteps 1241.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.854342218400689
Path 84 | total_timesteps 1250.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.853335625859698
Path 85 | total_timesteps 1258.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.852501289324394
Path 86 | total_timesteps 1268.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.852182880715022
Path 87 | total_timesteps 1280.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.851177178209314
Path 88 | total_timesteps 1288.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.85
Path 89 | total_timesteps 1295.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.848995018038138
Path 90 | total_timesteps 1303.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.848505668155273
Path 91 | total_timesteps 1315.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.849046883049974
Path 92 | total_timesteps 1332.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.850103021978022
Path 93 | total_timesteps 1352.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.851845493562232
Path 94 | total_timesteps 1376.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.851870923446619
Path 95 | total_timesteps 1390.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.85189634460271
Path 96 | total_timesteps 1404.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.853637611530543
Path 97 | total_timesteps 1428.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.854520500943558
Path 98 | total_timesteps 1447.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.856603773584906
Path 99 | total_timesteps 1473.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.855599382610187
Path 100 | total_timesteps 1481.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.854938271604938
Path 101 | total_timesteps 1492.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.856677524429967
Path 102 | total_timesteps 1516.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.855845046280425
Path 103 | total_timesteps 1525.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.855698371893745
Path 104 | total_timesteps 1540.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.855209047292666
Path 105 | total_timesteps 1551.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.854548569470618
Path 106 | total_timesteps 1561.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.854573484069887
Path 107 | total_timesteps 1575.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.853570816920705
Path 108 | total_timesteps 1583.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.852568493150685
Path 109 | total_timesteps 1593.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.854476973121042
Path 110 | total_timesteps 1620.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.854673057172201
Path 111 | total_timesteps 1635.
number of affinization with epsilon = 3 is 39
average number of affinization = 12.85914769810029
Path 112 | total_timesteps 1676.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.859514031485284
Path 113 | total_timesteps 1692.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.859709153122326
Path 114 | total_timesteps 1707.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.85887786520698
Path 115 | total_timesteps 1716.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.858559945271079
Path 116 | total_timesteps 1728.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.859268125854992
Path 117 | total_timesteps 1746.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.862540605231663
Path 118 | total_timesteps 1780.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.863589743589744
Path 119 | total_timesteps 1800.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.862929413775422
Path 120 | total_timesteps 1810.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.8620984278879
Path 121 | total_timesteps 1820.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.861438578506748
Path 122 | total_timesteps 1830.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.860949777929621
Path 123 | total_timesteps 1841.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.860119555935098
Path 124 | total_timesteps 1850.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.86150956284153
Path 125 | total_timesteps 1872.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.861021000512208
Path 126 | total_timesteps 1883.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.860191191532946
Path 127 | total_timesteps 1892.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.860727086533538
Path 128 | total_timesteps 1909.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.86023890784983
Path 129 | total_timesteps 1921.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.859750895751578
Path 130 | total_timesteps 1932.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.858921869669055
Path 131 | total_timesteps 1941.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.857752004093468
Path 132 | total_timesteps 1948.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.85931105047749
Path 133 | total_timesteps 1971.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.859676044330776
Path 134 | total_timesteps 1988.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.859018070235255
Path 135 | total_timesteps 1998.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.858530765297425
Path 136 | total_timesteps 2009.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.858043626448534
Path 137 | total_timesteps 2020.
number of affinization with epsilon = 3 is 42
average number of affinization = 12.863009030499233
Path 138 | total_timesteps 2063.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.862862010221464
Path 139 | total_timesteps 2076.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.863907341168455
Path 140 | total_timesteps 2096.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.863760217983652
Path 141 | total_timesteps 2109.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.863102332709007
Path 142 | total_timesteps 2119.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.864487572352742
Path 143 | total_timesteps 2141.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.863659574468086
Path 144 | total_timesteps 2150.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.864533696392103
Path 145 | total_timesteps 2171.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.864046282116727
Path 146 | total_timesteps 2183.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.865600544402858
Path 147 | total_timesteps 2206.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.865113114475252
Path 148 | total_timesteps 2217.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.864965986394559
Path 149 | total_timesteps 2230.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.86413875191294
Path 150 | total_timesteps 2239.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.86467188031282
Path 151 | total_timesteps 2256.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.86401495835458
Path 152 | total_timesteps 2268.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.863188307273964
Path 153 | total_timesteps 2277.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.863721325403569
Path 154 | total_timesteps 2294.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.863404689092762
Path 155 | total_timesteps 2306.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.862918294547308
Path 156 | total_timesteps 2317.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.862771739130435
Path 157 | total_timesteps 2330.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.864662930888096
Path 158 | total_timesteps 2355.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.866383701188456
Path 159 | total_timesteps 2380.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.865557630283483
Path 160 | total_timesteps 2389.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.86591989137814
Path 161 | total_timesteps 2406.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.868657729509588
Path 162 | total_timesteps 2436.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.868171021377671
Path 163 | total_timesteps 2448.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.86785411365564
Path 164 | total_timesteps 2460.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.868215739484397
Path 165 | total_timesteps 2476.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.867898931660166
Path 166 | total_timesteps 2489.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.867412682265174
Path 167 | total_timesteps 2500.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.867774199016782
Path 168 | total_timesteps 2516.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.86728813559322
Path 169 | total_timesteps 2527.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.867649550923572
Path 170 | total_timesteps 2545.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.866994239240935
Path 171 | total_timesteps 2555.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.866000338810775
Path 172 | total_timesteps 2564.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.865514905149052
Path 173 | total_timesteps 2575.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.8653683319221
Path 174 | total_timesteps 2588.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.865729766339316
Path 175 | total_timesteps 2604.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.865752497037413
Path 176 | total_timesteps 2619.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.864590385917401
Path 177 | total_timesteps 2626.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.864613301743104
Path 178 | total_timesteps 2640.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.864128595600677
Path 179 | total_timesteps 2652.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.863305701234985
Path 180 | total_timesteps 2661.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.864343707713125
Path 181 | total_timesteps 2681.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.864028411973617
Path 182 | total_timesteps 2693.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.86354413256679
Path 183 | total_timesteps 2705.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.862890955198647
Path 184 | total_timesteps 2715.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.862068965517242
Path 185 | total_timesteps 2724.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.861585262802096
Path 186 | total_timesteps 2736.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.861777627576885
Path 187 | total_timesteps 2751.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.86112519006589
Path 188 | total_timesteps 2761.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.860810810810811
Path 189 | total_timesteps 2773.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.861003208917413
Path 190 | total_timesteps 2788.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.85984464707869
Path 191 | total_timesteps 2796.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.85986830997805
Path 192 | total_timesteps 2810.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.85972316002701
Path 193 | total_timesteps 2823.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.85957805907173
Path 194 | total_timesteps 2836.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.858758015524806
Path 195 | total_timesteps 2845.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.859288004049265
Path 196 | total_timesteps 2862.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.860323886639677
Path 197 | total_timesteps 2882.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.85967279473773
Path 198 | total_timesteps 2892.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.85885328836425
Path 199 | total_timesteps 2901.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.859214297757545
Path 200 | total_timesteps 2917.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.859406608226568
Path 201 | total_timesteps 2932.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.861452890611831
Path 202 | total_timesteps 2958.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.860802157061004
Path 203 | total_timesteps 2968.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.86251053074979
Path 204 | total_timesteps 2993.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.861691374663073
Path 205 | total_timesteps 3002.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.861040929762506
Path 206 | total_timesteps 3012.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.862243179521725
Path 207 | total_timesteps 3033.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.861761239265869
Path 208 | total_timesteps 3044.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.861447811447812
Path 209 | total_timesteps 3056.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.862312741962633
Path 210 | total_timesteps 3076.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.862335913833727
Path 211 | total_timesteps 3091.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.863032138650514
Path 212 | total_timesteps 3109.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.864064602960969
Path 213 | total_timesteps 3129.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.863919259882254
Path 214 | total_timesteps 3142.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.863605785401951
Path 215 | total_timesteps 3155.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.863460568353792
Path 216 | total_timesteps 3169.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.862811028917283
Path 217 | total_timesteps 3179.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.86232980332829
Path 218 | total_timesteps 3190.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.861512605042018
Path 219 | total_timesteps 3199.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.863216266173753
Path 220 | total_timesteps 3224.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.862735215053764
Path 221 | total_timesteps 3235.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.862086343020326
Path 222 | total_timesteps 3246.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.861605643265031
Path 223 | total_timesteps 3258.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.861293031066332
Path 224 | total_timesteps 3270.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.861820013431833
Path 225 | total_timesteps 3288.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.86100386100386
Path 226 | total_timesteps 3297.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.860859348774756
Path 227 | total_timesteps 3310.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.859875818090284
Path 228 | total_timesteps 3318.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.859228187919463
Path 229 | total_timesteps 3328.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.858413017950008
Path 230 | total_timesteps 3337.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.85709493458571
Path 231 | total_timesteps 3344.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.857286600704343
Path 232 | total_timesteps 3359.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.859993293091884
Path 233 | total_timesteps 3391.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.859849119865885
Path 234 | total_timesteps 3405.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.861045926919209
Path 235 | total_timesteps 3426.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.85972850678733
Path 236 | total_timesteps 3432.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.859249329758713
Path 237 | total_timesteps 3444.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.85944044228514
Path 238 | total_timesteps 3459.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.859631490787269
Path 239 | total_timesteps 3476.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.858817618489365
Path 240 | total_timesteps 3486.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.858171466845278
Path 241 | total_timesteps 3496.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.858864892014063
Path 242 | total_timesteps 3514.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.860729829260126
Path 243 | total_timesteps 3539.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.859748953974895
Path 244 | total_timesteps 3548.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.858935742971887
Path 245 | total_timesteps 3557.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.859461268194746
Path 246 | total_timesteps 3574.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.859150217464034
Path 247 | total_timesteps 3586.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.858504766683392
Path 248 | total_timesteps 3596.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.858528428093646
Path 249 | total_timesteps 3610.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.859220866075907
Path 250 | total_timesteps 3628.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.858742895352725
Path 251 | total_timesteps 3639.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.858766505097776
Path 252 | total_timesteps 3653.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.858455882352942
Path 253 | total_timesteps 3666.
number of affinization with epsilon = 3 is 34
average number of affinization = 12.861988304093567
Path 254 | total_timesteps 3702.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.861677246909455
Path 255 | total_timesteps 3714.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.862201436445632
Path 256 | total_timesteps 3731.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.86305945223781
Path 257 | total_timesteps 3750.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.862080480881616
Path 258 | total_timesteps 3758.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.86110183639399
Path 259 | total_timesteps 3766.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.86162577199132
Path 260 | total_timesteps 3783.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.861315086782376
Path 261 | total_timesteps 3795.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.860837643917904
Path 262 | total_timesteps 3806.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.86086086086086
Path 263 | total_timesteps 3820.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.860216847372811
Path 264 | total_timesteps 3830.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.859739826551033
Path 265 | total_timesteps 3841.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.861263965315992
Path 266 | total_timesteps 3864.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.863287762587529
Path 267 | total_timesteps 3891.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.862310385064177
Path 268 | total_timesteps 3900.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.861833333333333
Path 269 | total_timesteps 3911.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.861189801699716
Path 270 | total_timesteps 3922.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.861212929023658
Path 271 | total_timesteps 3936.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.86023654839247
Path 272 | total_timesteps 3944.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.859093937375084
Path 273 | total_timesteps 3952.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.858950874271441
Path 274 | total_timesteps 3965.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.858641358641359
Path 275 | total_timesteps 3977.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.858664890960545
Path 276 | total_timesteps 3991.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.857856191744341
Path 277 | total_timesteps 4000.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.858046263937426
Path 278 | total_timesteps 4015.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.857071547420965
Path 279 | total_timesteps 4025.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.85776077191815
Path 280 | total_timesteps 4043.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.857784431137725
Path 281 | total_timesteps 4057.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.85880592050557
Path 282 | total_timesteps 4077.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.859660791486531
Path 283 | total_timesteps 4097.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.860515378221114
Path 284 | total_timesteps 4116.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.860372340425531
Path 285 | total_timesteps 4130.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.860395545953132
Path 286 | total_timesteps 4144.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.860917248255234
Path 287 | total_timesteps 4161.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.860774214985877
Path 288 | total_timesteps 4176.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.859966777408637
Path 289 | total_timesteps 4185.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.859990034877928
Path 290 | total_timesteps 4199.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.859182995682497
Path 291 | total_timesteps 4208.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.86003652664785
Path 292 | total_timesteps 4228.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.860723771580345
Path 293 | total_timesteps 4246.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.861244813278008
Path 294 | total_timesteps 4263.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.860769996681048
Path 295 | total_timesteps 4274.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.859797577567612
Path 296 | total_timesteps 4284.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.85965494359655
Path 297 | total_timesteps 4298.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.859180626969646
Path 298 | total_timesteps 4309.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.862189054726368
Path 299 | total_timesteps 4341.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.862046095174929
Path 300 | total_timesteps 4355.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.861571618037136
Path 301 | total_timesteps 4366.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.861594563235538
Path 302 | total_timesteps 4380.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.861120318196884
Path 303 | total_timesteps 4391.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.861806130903066
Path 304 | total_timesteps 4409.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.86182902584493
Path 305 | total_timesteps 4423.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.862680139141958
Path 306 | total_timesteps 4442.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.865684001324942
Path 307 | total_timesteps 4476.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.867196555721145
Path 308 | total_timesteps 4499.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.866721854304636
Path 309 | total_timesteps 4510.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.86740605859957
Path 310 | total_timesteps 4528.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.866765971532605
Path 311 | total_timesteps 4538.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.867118980638756
Path 312 | total_timesteps 4555.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.866644606221046
Path 313 | total_timesteps 4566.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.866004962779156
Path 314 | total_timesteps 4576.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.865034733708237
Path 315 | total_timesteps 4584.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.864064825533323
Path 316 | total_timesteps 4592.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.863921957671957
Path 317 | total_timesteps 4605.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.863117870722434
Path 318 | total_timesteps 4615.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.863471074380165
Path 319 | total_timesteps 4631.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.865476780697405
Path 320 | total_timesteps 4658.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.865994712491739
Path 321 | total_timesteps 4675.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.868494961176276
Path 322 | total_timesteps 4705.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.868516683184671
Path 323 | total_timesteps 4719.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.869859620148638
Path 324 | total_timesteps 4741.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.871532364597094
Path 325 | total_timesteps 4765.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.871058279676408
Path 326 | total_timesteps 4776.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.872235061076262
Path 327 | total_timesteps 4797.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.872256147879188
Path 328 | total_timesteps 4812.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.872112211221122
Path 329 | total_timesteps 4825.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.871638343507673
Path 330 | total_timesteps 4836.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.87116463213461
Path 331 | total_timesteps 4847.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.872010555830448
Path 332 | total_timesteps 4867.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.872526385224274
Path 333 | total_timesteps 4884.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.871723000824403
Path 334 | total_timesteps 4893.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.8712495878668
Path 335 | total_timesteps 4904.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.871105983187737
Path 336 | total_timesteps 4918.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.870797626895188
Path 337 | total_timesteps 4931.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.870324600428408
Path 338 | total_timesteps 4942.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.87001647446458
Path 339 | total_timesteps 4955.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.871026190084006
Path 340 | total_timesteps 4975.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.870388669301713
Path 341 | total_timesteps 4985.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.870574674790054
Path 342 | total_timesteps 5000.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.869772802107343
Path 343 | total_timesteps 5010.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.869958847736626
Path 344 | total_timesteps 5025.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.8701448321264
Path 345 | total_timesteps 5040.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.869672535790686
Path 346 | total_timesteps 5052.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.870023033892728
Path 347 | total_timesteps 5068.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.870208915940122
Path 348 | total_timesteps 5084.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.869901315789473
Path 349 | total_timesteps 5096.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.871731623088309
Path 350 | total_timesteps 5121.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.87224597171983
Path 351 | total_timesteps 5138.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.871280618116062
Path 352 | total_timesteps 5146.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.871301775147929
Path 353 | total_timesteps 5160.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.8721446179129
Path 354 | total_timesteps 5181.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.872165626026947
Path 355 | total_timesteps 5195.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.872843765401676
Path 356 | total_timesteps 5213.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.872371879106439
Path 357 | total_timesteps 5224.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.87140745606832
Path 358 | total_timesteps 5232.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.871592775041051
Path 359 | total_timesteps 5247.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.871121326547366
Path 360 | total_timesteps 5259.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.87032173342088
Path 361 | total_timesteps 5268.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.869194157229607
Path 362 | total_timesteps 5276.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.86855923859534
Path 363 | total_timesteps 5286.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.867596390484003
Path 364 | total_timesteps 5295.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.868274278215223
Path 365 | total_timesteps 5313.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.869936034115138
Path 366 | total_timesteps 5338.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.86946539849131
Path 367 | total_timesteps 5350.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.86899491719954
Path 368 | total_timesteps 5361.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.869344262295082
Path 369 | total_timesteps 5377.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.869201770201606
Path 370 | total_timesteps 5390.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.870862012454932
Path 371 | total_timesteps 5414.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.87088317221039
Path 372 | total_timesteps 5428.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.870576671035387
Path 373 | total_timesteps 5440.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.87043407043407
Path 374 | total_timesteps 5453.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.870291516541107
Path 375 | total_timesteps 5467.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.869494023252006
Path 376 | total_timesteps 5477.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.869024230517354
Path 377 | total_timesteps 5489.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.868881977410378
Path 378 | total_timesteps 5503.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.867921440261865
Path 379 | total_timesteps 5512.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.870234004254623
Path 380 | total_timesteps 5541.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.86943717277487
Path 381 | total_timesteps 5550.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.868640601995747
Path 382 | total_timesteps 5559.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.870624795551194
Path 383 | total_timesteps 5585.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.87113654946852
Path 384 | total_timesteps 5603.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.872138652714192
Path 385 | total_timesteps 5623.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.871505640019617
Path 386 | total_timesteps 5633.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.870545930042498
Path 387 | total_timesteps 5641.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.869423108351038
Path 388 | total_timesteps 5648.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.869117647058824
Path 389 | total_timesteps 5660.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.86946577356641
Path 390 | total_timesteps 5676.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.869160405096373
Path 391 | total_timesteps 5688.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.871141597256248
Path 392 | total_timesteps 5714.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.871489222730242
Path 393 | total_timesteps 5731.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.870530612244899
Path 394 | total_timesteps 5739.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.869898792033954
Path 395 | total_timesteps 5749.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.870736086175942
Path 396 | total_timesteps 5769.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.870920365535248
Path 397 | total_timesteps 5784.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.871104584760973
Path 398 | total_timesteps 5799.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.871451876019576
Path 399 | total_timesteps 5815.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.871309737400098
Path 400 | total_timesteps 5828.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.870678408349642
Path 401 | total_timesteps 5838.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.86955812815914
Path 402 | total_timesteps 5845.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.870068470818389
Path 403 | total_timesteps 5862.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.870252648736756
Path 404 | total_timesteps 5878.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.86945893089961
Path 405 | total_timesteps 5887.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.870131986312531
Path 406 | total_timesteps 5905.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.870153144346693
Path 407 | total_timesteps 5919.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.869522723570615
Path 408 | total_timesteps 5929.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.870032573289903
Path 409 | total_timesteps 5946.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.869239537534604
Path 410 | total_timesteps 5955.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.87007489417128
Path 411 | total_timesteps 5974.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.87074719192577
Path 412 | total_timesteps 5992.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.870279947916666
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.5     |
| Iteration     | 14       |
| MaximumReturn | 9.58     |
| MinimumReturn | -19.5    |
| TotalSamples  | 64067    |
----------------------------
itr #15 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.339862197637558
Validation loss = 0.34336501359939575
Validation loss = 0.3481692373752594
Validation loss = 0.3527680039405823
Validation loss = 0.3502245843410492
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3379282057285309
Validation loss = 0.3482796847820282
Validation loss = 0.3482276201248169
Validation loss = 0.34549394249916077
Validation loss = 0.3512595593929291
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 = 12.870138323840521
Path 1 | total_timesteps 13.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.870322160754963
Path 2 | total_timesteps 28.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.869367170977712
Path 3 | total_timesteps 36.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.86890045543266
Path 4 | total_timesteps 48.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.869409660107335
Path 5 | total_timesteps 65.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.869430894308943
Path 6 | total_timesteps 79.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.869452121606242
Path 7 | total_timesteps 93.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.868823146944083
Path 8 | total_timesteps 104.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.8717698683569
Path 9 | total_timesteps 136.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.870978225544361
Path 10 | total_timesteps 145.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.870186839967506
Path 11 | total_timesteps 154.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.870857699805068
Path 12 | total_timesteps 172.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.872015592009095
Path 13 | total_timesteps 193.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.873497888924975
Path 14 | total_timesteps 216.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.874167884396817
Path 15 | total_timesteps 234.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.874512987012986
Path 16 | total_timesteps 251.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.874046421035546
Path 17 | total_timesteps 262.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.873255436546575
Path 18 | total_timesteps 271.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.872789226026287
Path 19 | total_timesteps 283.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.872972096041531
Path 20 | total_timesteps 299.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.872019464720195
Path 21 | total_timesteps 308.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.871229322088874
Path 22 | total_timesteps 317.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.871250202691746
Path 23 | total_timesteps 334.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.871108949416342
Path 24 | total_timesteps 347.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.870481439455341
Path 25 | total_timesteps 357.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.870502431118314
Path 26 | total_timesteps 372.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.87019931939718
Path 27 | total_timesteps 384.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.869410239792613
Path 28 | total_timesteps 394.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.868783411631298
Path 29 | total_timesteps 404.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.868318756073858
Path 30 | total_timesteps 415.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.867368421052632
Path 31 | total_timesteps 423.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.867227979274611
Path 32 | total_timesteps 436.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.866601910312449
Path 33 | total_timesteps 446.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.866461638070573
Path 34 | total_timesteps 459.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.86632141123159
Path 35 | total_timesteps 472.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.86537216828479
Path 36 | total_timesteps 481.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.86539394919916
Path 37 | total_timesteps 495.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.865415723066969
Path 38 | total_timesteps 509.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.864628820960698
Path 39 | total_timesteps 518.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.865297542043985
Path 40 | total_timesteps 536.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.864349232012934
Path 41 | total_timesteps 544.
number of affinization with epsilon = 3 is 36
average number of affinization = 12.868089233753638
Path 42 | total_timesteps 582.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.868433812833361
Path 43 | total_timesteps 599.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.869263089851325
Path 44 | total_timesteps 618.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.86863790596219
Path 45 | total_timesteps 628.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.868174474959613
Path 46 | total_timesteps 639.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.867388144080117
Path 47 | total_timesteps 649.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.867086563307494
Path 48 | total_timesteps 661.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.866946552559341
Path 49 | total_timesteps 675.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.86729092670326
Path 50 | total_timesteps 692.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.867635189669087
Path 51 | total_timesteps 709.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.8692704970949
Path 52 | total_timesteps 733.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.868968855898014
Path 53 | total_timesteps 745.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.869958050984188
Path 54 | total_timesteps 765.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.869172447168898
Path 55 | total_timesteps 774.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.868709677419355
Path 56 | total_timesteps 785.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.868247056926302
Path 57 | total_timesteps 796.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.867139632376652
Path 58 | total_timesteps 803.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.86651620183782
Path 59 | total_timesteps 813.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.866698903932946
Path 60 | total_timesteps 829.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.866398066075746
Path 61 | total_timesteps 841.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.867547534643894
Path 62 | total_timesteps 862.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.86934106653778
Path 63 | total_timesteps 887.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.871134020618557
Path 64 | total_timesteps 912.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.87196005798035
Path 65 | total_timesteps 932.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.871014492753623
Path 66 | total_timesteps 940.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.87135726936081
Path 67 | total_timesteps 956.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.872826786864135
Path 68 | total_timesteps 980.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.87252535007243
Path 69 | total_timesteps 992.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.871580302542645
Path 70 | total_timesteps 1000.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.872083668543846
Path 71 | total_timesteps 1017.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.871138996138995
Path 72 | total_timesteps 1025.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.872285668328775
Path 73 | total_timesteps 1046.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.87278867803152
Path 74 | total_timesteps 1063.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.874095513748191
Path 75 | total_timesteps 1085.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.87459807073955
Path 76 | total_timesteps 1103.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.873493007555055
Path 77 | total_timesteps 1110.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.873674059787849
Path 78 | total_timesteps 1126.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.874658524827254
Path 79 | total_timesteps 1146.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.87435732647815
Path 80 | total_timesteps 1158.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.875180722891566
Path 81 | total_timesteps 1177.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.874718920655317
Path 82 | total_timesteps 1188.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.873936084792035
Path 83 | total_timesteps 1198.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.873956326268464
Path 84 | total_timesteps 1212.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.87301332477123
Path 85 | total_timesteps 1222.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.872070626003211
Path 86 | total_timesteps 1231.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.872091157117637
Path 87 | total_timesteps 1246.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.871951219512194
Path 88 | total_timesteps 1259.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.871650890421948
Path 89 | total_timesteps 1271.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.872794353545075
Path 90 | total_timesteps 1293.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.872493985565358
Path 91 | total_timesteps 1305.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.871712636305324
Path 92 | total_timesteps 1314.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.872374539041205
Path 93 | total_timesteps 1333.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.87143315165117
Path 94 | total_timesteps 1342.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.870652348132714
Path 95 | total_timesteps 1351.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.871634615384615
Path 96 | total_timesteps 1371.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.871334721999679
Path 97 | total_timesteps 1383.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.87151553989106
Path 98 | total_timesteps 1398.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.870895402851193
Path 99 | total_timesteps 1408.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.87011531069827
Path 100 | total_timesteps 1417.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.869655724579664
Path 101 | total_timesteps 1428.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.870957412744156
Path 102 | total_timesteps 1450.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.871138146310228
Path 103 | total_timesteps 1466.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.87083866837388
Path 104 | total_timesteps 1478.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.870859337493998
Path 105 | total_timesteps 1492.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.87264
Path 106 | total_timesteps 1518.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.87186050231963
Path 107 | total_timesteps 1527.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.870761356365962
Path 108 | total_timesteps 1534.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.870142331680793
Path 109 | total_timesteps 1545.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.869043811960346
Path 110 | total_timesteps 1553.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.869704236610712
Path 111 | total_timesteps 1571.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.86876598465473
Path 112 | total_timesteps 1580.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.86878695860636
Path 113 | total_timesteps 1594.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.868807925854906
Path 114 | total_timesteps 1609.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.869148426266177
Path 115 | total_timesteps 1626.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.8685303514377
Path 116 | total_timesteps 1636.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.868711068519406
Path 117 | total_timesteps 1652.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.87080804854679
Path 118 | total_timesteps 1679.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.87114801213476
Path 119 | total_timesteps 1696.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.870689655172415
Path 120 | total_timesteps 1707.
number of affinization with epsilon = 3 is 34
average number of affinization = 12.874062250598563
Path 121 | total_timesteps 1743.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.875039897861475
Path 122 | total_timesteps 1764.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.874102441359502
Path 123 | total_timesteps 1772.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.873324824505424
Path 124 | total_timesteps 1781.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.87302600095709
Path 125 | total_timesteps 1793.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.873684210526315
Path 126 | total_timesteps 1811.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.872747568170945
Path 127 | total_timesteps 1819.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.872289540816327
Path 128 | total_timesteps 1830.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.871831659493065
Path 129 | total_timesteps 1841.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.872967803634046
Path 130 | total_timesteps 1863.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.874262948207171
Path 131 | total_timesteps 1886.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.873645634161887
Path 132 | total_timesteps 1896.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.873825075673093
Path 133 | total_timesteps 1911.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.873845173622172
Path 134 | total_timesteps 1925.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.873387482083134
Path 135 | total_timesteps 1937.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.872770700636943
Path 136 | total_timesteps 1947.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.875656742556918
Path 137 | total_timesteps 1979.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.87758675581025
Path 138 | total_timesteps 2005.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.87696960050931
Path 139 | total_timesteps 2015.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.876830044557607
Path 140 | total_timesteps 2028.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.877486077963406
Path 141 | total_timesteps 2046.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.880050906776965
Path 142 | total_timesteps 2076.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.879910927310323
Path 143 | total_timesteps 2090.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.879293893129772
Path 144 | total_timesteps 2101.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.87931308634123
Path 145 | total_timesteps 2117.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.878537360890302
Path 146 | total_timesteps 2126.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.878397711015737
Path 147 | total_timesteps 2139.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.878258105530833
Path 148 | total_timesteps 2152.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.878436357857938
Path 149 | total_timesteps 2167.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.879408960915157
Path 150 | total_timesteps 2188.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.879269261318507
Path 151 | total_timesteps 2202.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.879606099110546
Path 152 | total_timesteps 2218.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.87994282991901
Path 153 | total_timesteps 2234.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.88107335662115
Path 154 | total_timesteps 2256.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.880298460073027
Path 155 | total_timesteps 2265.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.88063492063492
Path 156 | total_timesteps 2281.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.883510553880337
Path 157 | total_timesteps 2314.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.883052999047921
Path 158 | total_timesteps 2325.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.882912898619704
Path 159 | total_timesteps 2338.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.881979695431472
Path 160 | total_timesteps 2346.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.882791435368755
Path 161 | total_timesteps 2365.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.882175705677133
Path 162 | total_timesteps 2375.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.882352941176471
Path 163 | total_timesteps 2390.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.88142041851617
Path 164 | total_timesteps 2398.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.881439213821524
Path 165 | total_timesteps 2412.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.881933438985737
Path 166 | total_timesteps 2429.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.88226905403264
Path 167 | total_timesteps 2445.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.882604562737642
Path 168 | total_timesteps 2461.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.883731981625218
Path 169 | total_timesteps 2482.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.883275261324043
Path 170 | total_timesteps 2493.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.882501979414094
Path 171 | total_timesteps 2502.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.883945535148829
Path 172 | total_timesteps 2526.
number of affinization with epsilon = 3 is 58
average number of affinization = 12.891087541554535
Path 173 | total_timesteps 2589.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.890471668249447
Path 174 | total_timesteps 2599.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.890647254312391
Path 175 | total_timesteps 2614.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.89145569620253
Path 176 | total_timesteps 2633.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.891472868217054
Path 177 | total_timesteps 2647.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.891173679215438
Path 178 | total_timesteps 2659.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.890716432073383
Path 179 | total_timesteps 2671.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.890259329538267
Path 180 | total_timesteps 2682.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.8899604743083
Path 181 | total_timesteps 2694.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.889503635788808
Path 182 | total_timesteps 2705.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.89078552236447
Path 183 | total_timesteps 2728.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.891434892541087
Path 184 | total_timesteps 2746.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.890662031916575
Path 185 | total_timesteps 2756.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.890363349131121
Path 186 | total_timesteps 2768.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.89006476070131
Path 187 | total_timesteps 2780.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.892924826279216
Path 188 | total_timesteps 2813.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.89309963682299
Path 189 | total_timesteps 2828.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.89248500157878
Path 190 | total_timesteps 2838.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.892186266771903
Path 191 | total_timesteps 2850.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.891414141414142
Path 192 | total_timesteps 2859.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.892693703645257
Path 193 | total_timesteps 2881.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.892710634269486
Path 194 | total_timesteps 2895.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.892412052374192
Path 195 | total_timesteps 2907.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.893059936908518
Path 196 | total_timesteps 2925.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.89244598643747
Path 197 | total_timesteps 2935.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.893251340271208
Path 198 | total_timesteps 2954.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.894529402490935
Path 199 | total_timesteps 2977.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.89360025220681
Path 200 | total_timesteps 2985.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.892986603624902
Path 201 | total_timesteps 2995.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.895209580838323
Path 202 | total_timesteps 3024.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.894595872065542
Path 203 | total_timesteps 3034.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.894297416509136
Path 204 | total_timesteps 3046.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.893526539612537
Path 205 | total_timesteps 3055.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.893858267716535
Path 206 | total_timesteps 3071.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.892930247205165
Path 207 | total_timesteps 3079.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.893891687657431
Path 208 | total_timesteps 3100.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.894538013536911
Path 209 | total_timesteps 3118.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.894869373622914
Path 210 | total_timesteps 3134.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.897246262785208
Path 211 | total_timesteps 3165.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.897262429200754
Path 212 | total_timesteps 3180.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.897435897435898
Path 213 | total_timesteps 3196.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.897137464611513
Path 214 | total_timesteps 3209.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.897310897939928
Path 215 | total_timesteps 3224.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.897641509433962
Path 216 | total_timesteps 3240.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.898129224964627
Path 217 | total_timesteps 3257.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.898931153725243
Path 218 | total_timesteps 3276.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.898318403268899
Path 219 | total_timesteps 3287.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.8975487115022
Path 220 | total_timesteps 3296.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.89693637077769
Path 221 | total_timesteps 3306.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.89679547596607
Path 222 | total_timesteps 3319.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.896497565572483
Path 223 | total_timesteps 3332.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.896199748743719
Path 224 | total_timesteps 3344.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.89511697283718
Path 225 | total_timesteps 3351.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.894976452119309
Path 226 | total_timesteps 3364.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.894051169361168
Path 227 | total_timesteps 3372.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.893283113622097
Path 228 | total_timesteps 3381.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.89267221088969
Path 229 | total_timesteps 3391.
number of affinization with epsilon = 3 is 34
average number of affinization = 12.895983683715093
Path 230 | total_timesteps 3426.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.89521568627451
Path 231 | total_timesteps 3437.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.895702634880802
Path 232 | total_timesteps 3456.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.896032617218127
Path 233 | total_timesteps 3472.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.89667607400439
Path 234 | total_timesteps 3490.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.895438156450854
Path 235 | total_timesteps 3497.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.89576802507837
Path 236 | total_timesteps 3514.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.896097790314998
Path 237 | total_timesteps 3530.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.89533061736133
Path 238 | total_timesteps 3539.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.894720350932163
Path 239 | total_timesteps 3549.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.895676691729323
Path 240 | total_timesteps 3570.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.895223179326546
Path 241 | total_timesteps 3581.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.894769808957093
Path 242 | total_timesteps 3592.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.89556912478472
Path 243 | total_timesteps 3611.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.896524733876017
Path 244 | total_timesteps 3631.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.89622789168884
Path 245 | total_timesteps 3644.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.897652582159624
Path 246 | total_timesteps 3667.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.897042716319826
Path 247 | total_timesteps 3677.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.896589486858574
Path 248 | total_timesteps 3688.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.89676208352886
Path 249 | total_timesteps 3704.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.896309039724741
Path 250 | total_timesteps 3715.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.895699765441751
Path 251 | total_timesteps 3725.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.895090681676047
Path 252 | total_timesteps 3735.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.894481788338284
Path 253 | total_timesteps 3745.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.894967177242888
Path 254 | total_timesteps 3763.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.894202219096734
Path 255 | total_timesteps 3772.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.89359375
Path 256 | total_timesteps 3782.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.893766598968911
Path 257 | total_timesteps 3797.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.893626991565135
Path 258 | total_timesteps 3810.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.893018897391848
Path 259 | total_timesteps 3820.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.892254840724547
Path 260 | total_timesteps 3829.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.891959406713505
Path 261 | total_timesteps 3841.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.891195753980643
Path 262 | total_timesteps 3850.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.890276260340253
Path 263 | total_timesteps 3858.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.890137328339575
Path 264 | total_timesteps 3871.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.890622562022156
Path 265 | total_timesteps 3888.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.890327613104525
Path 266 | total_timesteps 3900.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.89003275620028
Path 267 | total_timesteps 3912.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.89114160948222
Path 268 | total_timesteps 3934.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.890378917823172
Path 269 | total_timesteps 3943.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.88992828188338
Path 270 | total_timesteps 3954.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.891192517537023
Path 271 | total_timesteps 3976.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.890741895261845
Path 272 | total_timesteps 3988.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.890135577372604
Path 273 | total_timesteps 3999.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.893113119351822
Path 274 | total_timesteps 4032.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.892350833463157
Path 275 | total_timesteps 4041.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.892056074766355
Path 276 | total_timesteps 4053.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.893163058713595
Path 277 | total_timesteps 4074.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.893335409529742
Path 278 | total_timesteps 4089.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.893507706679122
Path 279 | total_timesteps 4104.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.893057285180573
Path 280 | total_timesteps 4115.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.893073929961089
Path 281 | total_timesteps 4129.
number of affinization with epsilon = 3 is 36
average number of affinization = 12.89666977902272
Path 282 | total_timesteps 4167.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.896219075774079
Path 283 | total_timesteps 4178.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.895146235220908
Path 284 | total_timesteps 4185.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.895318089905118
Path 285 | total_timesteps 4201.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.894556765163298
Path 286 | total_timesteps 4210.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.895195148499456
Path 287 | total_timesteps 4228.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.895211442786069
Path 288 | total_timesteps 4242.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.894605938131509
Path 289 | total_timesteps 4252.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.89539944047249
Path 290 | total_timesteps 4271.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.895881895881896
Path 291 | total_timesteps 4289.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.897762585456805
Path 292 | total_timesteps 4315.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.899953394438404
Path 293 | total_timesteps 4344.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.899813606710158
Path 294 | total_timesteps 4357.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.89951855878242
Path 295 | total_timesteps 4369.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.899068322981366
Path 296 | total_timesteps 4380.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.899083993168762
Path 297 | total_timesteps 4395.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.898944427196524
Path 298 | total_timesteps 4408.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.898649697345958
Path 299 | total_timesteps 4420.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.899906890130353
Path 300 | total_timesteps 4442.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.899146625290923
Path 301 | total_timesteps 4452.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.901179025752404
Path 302 | total_timesteps 4480.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.900263688537304
Path 303 | total_timesteps 4488.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.899813895781637
Path 304 | total_timesteps 4501.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.89936424251822
Path 305 | total_timesteps 4512.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.89922480620155
Path 306 | total_timesteps 4525.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.898775383661448
Path 307 | total_timesteps 4536.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.898946063236206
Path 308 | total_timesteps 4552.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.899891523322486
Path 309 | total_timesteps 4572.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.899132321041215
Path 310 | total_timesteps 4581.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.898993028659953
Path 311 | total_timesteps 4594.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.89947335811648
Path 312 | total_timesteps 4611.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.899643797429146
Path 313 | total_timesteps 4627.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.901052957572004
Path 314 | total_timesteps 4651.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.900448985911131
Path 315 | total_timesteps 4661.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.90061919504644
Path 316 | total_timesteps 4676.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.899860702677604
Path 317 | total_timesteps 4685.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.901423707830393
Path 318 | total_timesteps 4709.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.901438960235184
Path 319 | total_timesteps 4724.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.901299504950495
Path 320 | total_timesteps 4737.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.901624129930395
Path 321 | total_timesteps 4753.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.90071141354779
Path 322 | total_timesteps 4762.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.899798979434049
Path 323 | total_timesteps 4770.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.899659863945578
Path 324 | total_timesteps 4783.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.899366208069253
Path 325 | total_timesteps 4796.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.901545595054095
Path 326 | total_timesteps 4825.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.90140627414619
Path 327 | total_timesteps 4838.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.90265760197775
Path 328 | total_timesteps 4860.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.903445079561255
Path 329 | total_timesteps 4880.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.90268767377201
Path 330 | total_timesteps 4890.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.905328185328186
Path 331 | total_timesteps 4922.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.905651636812847
Path 332 | total_timesteps 4938.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.904431063764088
Path 333 | total_timesteps 4946.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.903673973448596
Path 334 | total_timesteps 4955.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.903071461645316
Path 335 | total_timesteps 4965.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.902623456790124
Path 336 | total_timesteps 4976.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.905724425243019
Path 337 | total_timesteps 5010.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.905276149336624
Path 338 | total_timesteps 5021.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.905753509177849
Path 339 | total_timesteps 5038.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.904842689697718
Path 340 | total_timesteps 5046.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.904394757131843
Path 341 | total_timesteps 5058.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.903484427998766
Path 342 | total_timesteps 5066.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.90288268845383
Path 343 | total_timesteps 5076.
number of affinization with epsilon = 3 is 38
average number of affinization = 12.906750924784218
Path 344 | total_timesteps 5117.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.906919402065034
Path 345 | total_timesteps 5132.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.90677966101695
Path 346 | total_timesteps 5145.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.906639963025729
Path 347 | total_timesteps 5159.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.906962415280345
Path 348 | total_timesteps 5176.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.90682273217311
Path 349 | total_timesteps 5189.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.90699106867878
Path 350 | total_timesteps 5205.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.908083140877599
Path 351 | total_timesteps 5226.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.907789408866995
Path 352 | total_timesteps 5238.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.908111436047406
Path 353 | total_timesteps 5255.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.90751000307787
Path 354 | total_timesteps 5265.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.908447453454377
Path 355 | total_timesteps 5285.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.908923076923077
Path 356 | total_timesteps 5302.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.910167666512844
Path 357 | total_timesteps 5324.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.910796677945248
Path 358 | total_timesteps 5342.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.910195294479472
Path 359 | total_timesteps 5353.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.909747847478474
Path 360 | total_timesteps 5364.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.91053036126057
Path 361 | total_timesteps 5384.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.911312634491239
Path 362 | total_timesteps 5403.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.911633625326571
Path 363 | total_timesteps 5419.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.910725261216964
Path 364 | total_timesteps 5427.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.910278076509448
Path 365 | total_timesteps 5438.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.912135176651306
Path 366 | total_timesteps 5464.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.912148671479036
Path 367 | total_timesteps 5478.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.910933660933662
Path 368 | total_timesteps 5485.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.910486718869953
Path 369 | total_timesteps 5496.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.90988639852625
Path 370 | total_timesteps 5506.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.91020721412126
Path 371 | total_timesteps 5522.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.909300184162063
Path 372 | total_timesteps 5531.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.909927880926807
Path 373 | total_timesteps 5549.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.913010125805462
Path 374 | total_timesteps 5583.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.91363706089891
Path 375 | total_timesteps 5602.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.912423312883435
Path 376 | total_timesteps 5608.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.91166998926545
Path 377 | total_timesteps 5617.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.910916896657467
Path 378 | total_timesteps 5626.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.910317338647861
Path 379 | total_timesteps 5637.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.909411404046597
Path 380 | total_timesteps 5645.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.90911877394636
Path 381 | total_timesteps 5657.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.90821330064358
Path 382 | total_timesteps 5665.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.907614524283744
Path 383 | total_timesteps 5675.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.90732230392157
Path 384 | total_timesteps 5688.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.906877010261908
Path 385 | total_timesteps 5700.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.906125574272588
Path 386 | total_timesteps 5709.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.906752411575562
Path 387 | total_timesteps 5727.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.907072872014696
Path 388 | total_timesteps 5743.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.907240165314557
Path 389 | total_timesteps 5759.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.907254361799817
Path 390 | total_timesteps 5774.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.906656465187453
Path 391 | total_timesteps 5785.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.905752753977968
Path 392 | total_timesteps 5793.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.905920146856356
Path 393 | total_timesteps 5808.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.90547568063628
Path 394 | total_timesteps 5819.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.905337207524086
Path 395 | total_timesteps 5832.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.905045871559633
Path 396 | total_timesteps 5844.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.904907506497478
Path 397 | total_timesteps 5857.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.90538061754815
Path 398 | total_timesteps 5874.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.905700748891945
Path 399 | total_timesteps 5890.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.907090464547677
Path 400 | total_timesteps 5913.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.907410236822
Path 401 | total_timesteps 5929.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.907118851206844
Path 402 | total_timesteps 5941.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.908507713456546
Path 403 | total_timesteps 5965.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.909285277947465
Path 404 | total_timesteps 5985.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.90975721484196
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.45    |
| Iteration     | 15       |
| MaximumReturn | 14.7     |
| MinimumReturn | -17.9    |
| TotalSamples  | 68068    |
----------------------------
itr #16 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3412121832370758
Validation loss = 0.3453938663005829
Validation loss = 0.3509226441383362
Validation loss = 0.3524487316608429
Validation loss = 0.349584698677063
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3363405466079712
Validation loss = 0.343209832906723
Validation loss = 0.3494386076927185
Validation loss = 0.35417404770851135
Validation loss = 0.35022875666618347
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 16
average number of affinization = 12.910229007633587
Path 1 | total_timesteps 17.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.910853304838955
Path 2 | total_timesteps 35.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.911324786324787
Path 3 | total_timesteps 53.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.913169540668395
Path 4 | total_timesteps 79.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.913640524870308
Path 5 | total_timesteps 97.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.91304347826087
Path 6 | total_timesteps 107.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.913971934106163
Path 7 | total_timesteps 127.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.913375019063595
Path 8 | total_timesteps 137.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.9129307715767
Path 9 | total_timesteps 149.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.912334197286171
Path 10 | total_timesteps 159.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.91219512195122
Path 11 | total_timesteps 172.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.912665752171925
Path 12 | total_timesteps 189.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.913898201767754
Path 13 | total_timesteps 213.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.913454213012342
Path 14 | total_timesteps 224.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.913467397928093
Path 15 | total_timesteps 238.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.913480578827114
Path 16 | total_timesteps 253.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.912579957356076
Path 17 | total_timesteps 261.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.911831886706258
Path 18 | total_timesteps 270.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.911693057247259
Path 19 | total_timesteps 284.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.910793119196224
Path 20 | total_timesteps 292.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.910197869101978
Path 21 | total_timesteps 302.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.911124638563384
Path 22 | total_timesteps 322.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.910681679853926
Path 23 | total_timesteps 333.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.910238855925757
Path 24 | total_timesteps 344.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.911773653787648
Path 25 | total_timesteps 369.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.911634980988593
Path 26 | total_timesteps 382.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.912408759124087
Path 27 | total_timesteps 403.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.91211798692413
Path 28 | total_timesteps 415.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.911371237458194
Path 29 | total_timesteps 424.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.9109287125703
Path 30 | total_timesteps 435.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.910030395136777
Path 31 | total_timesteps 443.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.91095578179608
Path 32 | total_timesteps 463.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.910969310240048
Path 33 | total_timesteps 477.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.910527115296977
Path 34 | total_timesteps 488.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.912059538274605
Path 35 | total_timesteps 513.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.911921032649962
Path 36 | total_timesteps 526.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.912541755238385
Path 37 | total_timesteps 544.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.913162289357826
Path 38 | total_timesteps 562.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.912720097146327
Path 39 | total_timesteps 574.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.911822734861133
Path 40 | total_timesteps 582.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.91122913505311
Path 41 | total_timesteps 592.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.912304657866787
Path 42 | total_timesteps 613.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.912166262135923
Path 43 | total_timesteps 626.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.912331260427726
Path 44 | total_timesteps 641.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.912496208674552
Path 45 | total_timesteps 656.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.91144806671721
Path 46 | total_timesteps 663.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.912977562158884
Path 47 | total_timesteps 687.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.914658177959678
Path 48 | total_timesteps 713.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.91467111245832
Path 49 | total_timesteps 727.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.914077890589484
Path 50 | total_timesteps 737.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.913939393939394
Path 51 | total_timesteps 751.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.913497954855325
Path 52 | total_timesteps 762.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.915177219024539
Path 53 | total_timesteps 787.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.91488717249735
Path 54 | total_timesteps 799.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.914597213809813
Path 55 | total_timesteps 811.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.916881150643452
Path 56 | total_timesteps 840.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.916742355434453
Path 57 | total_timesteps 853.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.915998183744513
Path 58 | total_timesteps 862.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.914951573849878
Path 59 | total_timesteps 869.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.914207898320472
Path 60 | total_timesteps 878.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.91391830559758
Path 61 | total_timesteps 890.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.913628800484041
Path 62 | total_timesteps 902.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.91303690260133
Path 63 | total_timesteps 912.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.913957356721609
Path 64 | total_timesteps 932.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.914726338070759
Path 65 | total_timesteps 951.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.914436885865458
Path 66 | total_timesteps 963.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.914449818621524
Path 67 | total_timesteps 977.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.914311621580778
Path 68 | total_timesteps 990.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.914324569356301
Path 69 | total_timesteps 1005.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.914035352772322
Path 70 | total_timesteps 1017.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.913595166163143
Path 71 | total_timesteps 1028.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.913004077933847
Path 72 | total_timesteps 1039.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.91271519178496
Path 73 | total_timesteps 1051.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.911822436962101
Path 74 | total_timesteps 1059.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.911080917874395
Path 75 | total_timesteps 1070.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.912
Path 76 | total_timesteps 1091.
number of affinization with epsilon = 3 is 4
average number of affinization = 12.910654995472381
Path 77 | total_timesteps 1098.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.909913988229968
Path 78 | total_timesteps 1109.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.908871454435728
Path 79 | total_timesteps 1116.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.908583496756675
Path 80 | total_timesteps 1128.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.90814479638009
Path 81 | total_timesteps 1140.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.907253807872117
Path 82 | total_timesteps 1148.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.906815440289506
Path 83 | total_timesteps 1159.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.907281772953414
Path 84 | total_timesteps 1176.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.908652396744046
Path 85 | total_timesteps 1199.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.9112283345893
Path 86 | total_timesteps 1231.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.91139240506329
Path 87 | total_timesteps 1247.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.910803073677867
Path 88 | total_timesteps 1257.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.909912624284424
Path 89 | total_timesteps 1265.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.910829944268714
Path 90 | total_timesteps 1287.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.912198795180723
Path 91 | total_timesteps 1310.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.912513175726547
Path 92 | total_timesteps 1328.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.913429689852453
Path 93 | total_timesteps 1348.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.9134427216619
Path 94 | total_timesteps 1363.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.913305237808549
Path 95 | total_timesteps 1376.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.914371708051167
Path 96 | total_timesteps 1397.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.915136924465845
Path 97 | total_timesteps 1420.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.915300135399429
Path 98 | total_timesteps 1436.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.914560770156438
Path 99 | total_timesteps 1445.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.914724018649421
Path 100 | total_timesteps 1460.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.914736842105263
Path 101 | total_timesteps 1474.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.913997895053376
Path 102 | total_timesteps 1483.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.913710162357185
Path 103 | total_timesteps 1495.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.912821283631445
Path 104 | total_timesteps 1503.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.912383528704538
Path 105 | total_timesteps 1514.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.912546957175056
Path 106 | total_timesteps 1529.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.91180889423077
Path 107 | total_timesteps 1538.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.911671924290221
Path 108 | total_timesteps 1552.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.910934214478823
Path 109 | total_timesteps 1562.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.912449316714222
Path 110 | total_timesteps 1586.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.911711711711712
Path 111 | total_timesteps 1595.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.911875093829755
Path 112 | total_timesteps 1610.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.911438006604623
Path 113 | total_timesteps 1621.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.910550802941618
Path 114 | total_timesteps 1629.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.911014405762305
Path 115 | total_timesteps 1646.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.911777944486122
Path 116 | total_timesteps 1665.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.911941194119413
Path 117 | total_timesteps 1681.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.913454327283636
Path 118 | total_timesteps 1705.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.913167366526695
Path 119 | total_timesteps 1717.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.91303043934623
Path 120 | total_timesteps 1730.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.912743628185908
Path 121 | total_timesteps 1742.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.912456903013041
Path 122 | total_timesteps 1755.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.9117206235012
Path 123 | total_timesteps 1764.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.910834707028323
Path 124 | total_timesteps 1773.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.910848067126162
Path 125 | total_timesteps 1788.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.910711610486892
Path 126 | total_timesteps 1801.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.909676452965847
Path 127 | total_timesteps 1809.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.908641605511457
Path 128 | total_timesteps 1817.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.908355795148248
Path 129 | total_timesteps 1829.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.90836951639467
Path 130 | total_timesteps 1843.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.908682634730539
Path 131 | total_timesteps 1859.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.909594372099985
Path 132 | total_timesteps 1879.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.909458246034122
Path 133 | total_timesteps 1894.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.908573993715397
Path 134 | total_timesteps 1902.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.908587672052663
Path 135 | total_timesteps 1916.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.909050112191473
Path 136 | total_timesteps 1933.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.908615016452288
Path 137 | total_timesteps 1944.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.908479138627188
Path 138 | total_timesteps 1957.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.908791866028707
Path 139 | total_timesteps 1973.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.908506503214232
Path 140 | total_timesteps 1985.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.90762331838565
Path 141 | total_timesteps 1993.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.907188761022269
Path 142 | total_timesteps 2005.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.906754333532577
Path 143 | total_timesteps 2016.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.907515314507695
Path 144 | total_timesteps 2035.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.907678518075889
Path 145 | total_timesteps 2050.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.907094846900673
Path 146 | total_timesteps 2060.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.907108721624851
Path 147 | total_timesteps 2076.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.90891443930118
Path 148 | total_timesteps 2106.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.908181546730367
Path 149 | total_timesteps 2116.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.908344529034185
Path 150 | total_timesteps 2131.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.908059701492537
Path 151 | total_timesteps 2143.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.907625727503358
Path 152 | total_timesteps 2155.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.908385556550284
Path 153 | total_timesteps 2176.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.908697598090408
Path 154 | total_timesteps 2194.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.908114558472553
Path 155 | total_timesteps 2204.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.910365398956003
Path 156 | total_timesteps 2233.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.910677005666567
Path 157 | total_timesteps 2249.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.909944833755777
Path 158 | total_timesteps 2258.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.909660107334526
Path 159 | total_timesteps 2270.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.90892830526159
Path 160 | total_timesteps 2280.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.908792846497764
Path 161 | total_timesteps 2293.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.90821040083445
Path 162 | total_timesteps 2303.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.90792610250298
Path 163 | total_timesteps 2316.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.907641888872337
Path 164 | total_timesteps 2328.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.907506702412869
Path 165 | total_timesteps 2341.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.9066269545793
Path 166 | total_timesteps 2349.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.906045265038713
Path 167 | total_timesteps 2359.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.907250260532976
Path 168 | total_timesteps 2381.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.907412920512057
Path 169 | total_timesteps 2396.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.907873195415984
Path 170 | total_timesteps 2414.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.908482142857142
Path 171 | total_timesteps 2432.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.909090909090908
Path 172 | total_timesteps 2450.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.909104433204403
Path 173 | total_timesteps 2464.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.90896921017403
Path 174 | total_timesteps 2477.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.908536585365853
Path 175 | total_timesteps 2489.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.909442379182156
Path 176 | total_timesteps 2509.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.909158489443948
Path 177 | total_timesteps 2521.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.909915266835142
Path 178 | total_timesteps 2540.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.910077288941736
Path 179 | total_timesteps 2555.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.909644820924358
Path 180 | total_timesteps 2566.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.909212481426449
Path 181 | total_timesteps 2577.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.909225969395335
Path 182 | total_timesteps 2591.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.91027926322044
Path 183 | total_timesteps 2614.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.911926332986782
Path 184 | total_timesteps 2639.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.912830412830413
Path 185 | total_timesteps 2661.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.912249443207127
Path 186 | total_timesteps 2671.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.911520190023753
Path 187 | total_timesteps 2680.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.912127059522042
Path 188 | total_timesteps 2700.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.912733748886911
Path 189 | total_timesteps 2718.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.91378542810506
Path 190 | total_timesteps 2740.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.913353115727004
Path 191 | total_timesteps 2752.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.913217623497998
Path 192 | total_timesteps 2765.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.913082171462474
Path 193 | total_timesteps 2779.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.913095061545306
Path 194 | total_timesteps 2793.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.912069988137604
Path 195 | total_timesteps 2801.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.911786508524834
Path 196 | total_timesteps 2813.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.911206640972429
Path 197 | total_timesteps 2823.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.910478731287979
Path 198 | total_timesteps 2832.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.909899229401304
Path 199 | total_timesteps 2842.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.910801600237072
Path 200 | total_timesteps 2863.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.911259259259259
Path 201 | total_timesteps 2880.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.910235520663605
Path 202 | total_timesteps 2888.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.9114336492891
Path 203 | total_timesteps 2910.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.911446764401006
Path 204 | total_timesteps 2924.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.911607936037903
Path 205 | total_timesteps 2939.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.911176905995559
Path 206 | total_timesteps 2950.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.911634103019539
Path 207 | total_timesteps 2967.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.91120319668492
Path 208 | total_timesteps 2978.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.912548091151228
Path 209 | total_timesteps 3001.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.912117177097203
Path 210 | total_timesteps 3012.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.912869822485208
Path 211 | total_timesteps 3031.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.912734802544003
Path 212 | total_timesteps 3044.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.91304347826087
Path 213 | total_timesteps 3060.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.913204199319829
Path 214 | total_timesteps 3075.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.912921348314606
Path 215 | total_timesteps 3088.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.91189948263119
Path 216 | total_timesteps 3096.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.911321312444576
Path 217 | total_timesteps 3106.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.91044776119403
Path 218 | total_timesteps 3114.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.909869976359339
Path 219 | total_timesteps 3125.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.909440094548678
Path 220 | total_timesteps 3137.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.910044313146233
Path 221 | total_timesteps 3155.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.909466843893073
Path 222 | total_timesteps 3165.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.908741878322504
Path 223 | total_timesteps 3174.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.908017126827108
Path 224 | total_timesteps 3183.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.907292589312076
Path 225 | total_timesteps 3193.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.907158671586716
Path 226 | total_timesteps 3206.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.906877213695395
Path 227 | total_timesteps 3220.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.906005607200827
Path 228 | total_timesteps 3229.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.904986721746829
Path 229 | total_timesteps 3237.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.904558194423956
Path 230 | total_timesteps 3248.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.904572271386431
Path 231 | total_timesteps 3262.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.904586344197021
Path 232 | total_timesteps 3277.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.904452963727515
Path 233 | total_timesteps 3290.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.905056759545923
Path 234 | total_timesteps 3308.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.905807783018869
Path 235 | total_timesteps 3327.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.90493736182756
Path 236 | total_timesteps 3335.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.903919834954317
Path 237 | total_timesteps 3342.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.903049948430823
Path 238 | total_timesteps 3350.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.902769593400118
Path 239 | total_timesteps 3362.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.903962291942848
Path 240 | total_timesteps 3384.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.904418262150221
Path 241 | total_timesteps 3401.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.903990575762037
Path 242 | total_timesteps 3414.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.903857479387515
Path 243 | total_timesteps 3427.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.904313263653762
Path 244 | total_timesteps 3444.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.903738592876067
Path 245 | total_timesteps 3454.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.90345842531273
Path 246 | total_timesteps 3466.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.903031194820482
Path 247 | total_timesteps 3477.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.904369574812417
Path 248 | total_timesteps 3500.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.90394233598117
Path 249 | total_timesteps 3512.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.903368142373878
Path 250 | total_timesteps 3523.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.904558823529412
Path 251 | total_timesteps 3547.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.90427878253198
Path 252 | total_timesteps 3559.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.905027932960893
Path 253 | total_timesteps 3579.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.904894899309129
Path 254 | total_timesteps 3593.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.905349794238683
Path 255 | total_timesteps 3610.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.90712711241734
Path 256 | total_timesteps 3636.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.90714075815457
Path 257 | total_timesteps 3650.
number of affinization with epsilon = 3 is 35
average number of affinization = 12.910386366975173
Path 258 | total_timesteps 3686.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.909811985898942
Path 259 | total_timesteps 3696.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.908797180202672
Path 260 | total_timesteps 3705.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.908223201174742
Path 261 | total_timesteps 3715.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.909411246512994
Path 262 | total_timesteps 3738.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.90957134468585
Path 263 | total_timesteps 3753.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.909584617642741
Path 264 | total_timesteps 3768.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.911799236865278
Path 265 | total_timesteps 3797.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.911371973587674
Path 266 | total_timesteps 3808.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.913145539906104
Path 267 | total_timesteps 3834.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.912131436115594
Path 268 | total_timesteps 3841.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.911997653270754
Path 269 | total_timesteps 3854.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.91215720780173
Path 270 | total_timesteps 3869.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.913049853372433
Path 271 | total_timesteps 3890.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.913062600791672
Path 272 | total_timesteps 3904.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.913808267370273
Path 273 | total_timesteps 3924.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.913088084420343
Path 274 | total_timesteps 3933.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.912368112543962
Path 275 | total_timesteps 3942.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.912527472527472
Path 276 | total_timesteps 3957.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.91210079109288
Path 277 | total_timesteps 3968.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.911381280210927
Path 278 | total_timesteps 3977.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.91095489162273
Path 279 | total_timesteps 3988.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.910528627910383
Path 280 | total_timesteps 3999.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.909809663250366
Path 281 | total_timesteps 4008.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.91099399795052
Path 282 | total_timesteps 4030.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.912177985948478
Path 283 | total_timesteps 4055.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.911605444168009
Path 284 | total_timesteps 4066.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.911764705882353
Path 285 | total_timesteps 4081.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.910899780541332
Path 286 | total_timesteps 4089.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.910181392627267
Path 287 | total_timesteps 4098.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.910633318707035
Path 288 | total_timesteps 4115.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.90976893828605
Path 289 | total_timesteps 4123.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.90992835209826
Path 290 | total_timesteps 4139.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.910087719298245
Path 291 | total_timesteps 4154.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.909954684987575
Path 292 | total_timesteps 4167.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.909821689564454
Path 293 | total_timesteps 4180.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.910273271956743
Path 294 | total_timesteps 4197.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.909848042080654
Path 295 | total_timesteps 4208.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.909276844411979
Path 296 | total_timesteps 4218.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.909582237803097
Path 297 | total_timesteps 4235.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.90871914707171
Path 298 | total_timesteps 4244.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.90858644859813
Path 299 | total_timesteps 4257.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.908453788874288
Path 300 | total_timesteps 4270.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.907591240875913
Path 301 | total_timesteps 4278.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.907896657422274
Path 302 | total_timesteps 4294.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.908347927612375
Path 303 | total_timesteps 4311.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.9086531446082
Path 304 | total_timesteps 4327.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.908666472133062
Path 305 | total_timesteps 4341.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.908242159008024
Path 306 | total_timesteps 4352.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.907380396732789
Path 307 | total_timesteps 4360.
number of affinization with epsilon = 3 is 4
average number of affinization = 12.906081376695347
Path 308 | total_timesteps 4366.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.906095071449402
Path 309 | total_timesteps 4381.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.905671380667735
Path 310 | total_timesteps 4392.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.905247813411078
Path 311 | total_timesteps 4403.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.90497012097362
Path 312 | total_timesteps 4416.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.903818128825415
Path 313 | total_timesteps 4423.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.90368643450386
Path 314 | total_timesteps 4436.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.903846153846153
Path 315 | total_timesteps 4451.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.90313182811362
Path 316 | total_timesteps 4460.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.903000291290416
Path 317 | total_timesteps 4473.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.902140672782874
Path 318 | total_timesteps 4481.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.90215492137449
Path 319 | total_timesteps 4495.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.90187800262047
Path 320 | total_timesteps 4507.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.903639010189229
Path 321 | total_timesteps 4533.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.903653034492796
Path 322 | total_timesteps 4547.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.90337601862631
Path 323 | total_timesteps 4559.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.903390077113341
Path 324 | total_timesteps 4573.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.902822228687809
Path 325 | total_timesteps 4583.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.902254545454545
Path 326 | total_timesteps 4593.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.903432228039557
Path 327 | total_timesteps 4617.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.903010033444817
Path 328 | total_timesteps 4629.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.902733352718814
Path 329 | total_timesteps 4641.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.902602122401511
Path 330 | total_timesteps 4654.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.901598837209303
Path 331 | total_timesteps 4661.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.902485103909315
Path 332 | total_timesteps 4682.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.902208660273176
Path 333 | total_timesteps 4694.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.903530437309312
Path 334 | total_timesteps 4717.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.90281812899477
Path 335 | total_timesteps 4727.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.902106027596224
Path 336 | total_timesteps 4736.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.900958466453675
Path 337 | total_timesteps 4743.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.900682445186584
Path 338 | total_timesteps 4755.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.900696864111499
Path 339 | total_timesteps 4769.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.90085643779939
Path 340 | total_timesteps 4784.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.899854862119014
Path 341 | total_timesteps 4792.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.899143810767669
Path 342 | total_timesteps 4801.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.899448636099827
Path 343 | total_timesteps 4817.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.898737849992747
Path 344 | total_timesteps 4827.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.898172323759791
Path 345 | total_timesteps 4837.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.89746192893401
Path 346 | total_timesteps 4846.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.897331786542923
Path 347 | total_timesteps 4859.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.897056691315065
Path 348 | total_timesteps 4871.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.8962017976225
Path 349 | total_timesteps 4879.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.896796637193797
Path 350 | total_timesteps 4897.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.896956521739131
Path 351 | total_timesteps 4912.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.897406173018403
Path 352 | total_timesteps 4930.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.896841495218776
Path 353 | total_timesteps 4940.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.898015355642475
Path 354 | total_timesteps 4962.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.898030127462341
Path 355 | total_timesteps 4976.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.897465604634323
Path 356 | total_timesteps 4986.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.898638864755286
Path 357 | total_timesteps 5008.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.898943101201679
Path 358 | total_timesteps 5024.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.89982628836132
Path 359 | total_timesteps 5044.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.89911709364597
Path 360 | total_timesteps 5053.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.898408104196816
Path 361 | total_timesteps 5062.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.898712197945304
Path 362 | total_timesteps 5078.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.898871527777779
Path 363 | total_timesteps 5093.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.898741501518877
Path 364 | total_timesteps 5106.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.899913219554527
Path 365 | total_timesteps 5129.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.899783080260304
Path 366 | total_timesteps 5142.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.90023134759977
Path 367 | total_timesteps 5159.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.899667485904294
Path 368 | total_timesteps 5169.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.89910378722174
Path 369 | total_timesteps 5179.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.898684781037723
Path 370 | total_timesteps 5190.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.897832369942197
Path 371 | total_timesteps 5199.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.897847131917352
Path 372 | total_timesteps 5213.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.898584224212655
Path 373 | total_timesteps 5232.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.898309981222013
Path 374 | total_timesteps 5244.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.897746967071058
Path 375 | total_timesteps 5255.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.899350180505415
Path 376 | total_timesteps 5280.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.900086630089518
Path 377 | total_timesteps 5300.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.899956691208315
Path 378 | total_timesteps 5313.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.899249422632794
Path 379 | total_timesteps 5322.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.898975321114158
Path 380 | total_timesteps 5334.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.8994227994228
Path 381 | total_timesteps 5351.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.899437310633386
Path 382 | total_timesteps 5365.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.900173110213503
Path 383 | total_timesteps 5385.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.899610558199914
Path 384 | total_timesteps 5395.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.899480819152005
Path 385 | total_timesteps 5408.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.898774333093007
Path 386 | total_timesteps 5417.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.897923875432525
Path 387 | total_timesteps 5425.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.89721781750036
Path 388 | total_timesteps 5434.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.89708849812626
Path 389 | total_timesteps 5447.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.896815103040783
Path 390 | total_timesteps 5459.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.896541786743516
Path 391 | total_timesteps 5471.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.89612447774096
Path 392 | total_timesteps 5482.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.89628349178911
Path 393 | total_timesteps 5497.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.89572231024053
Path 394 | total_timesteps 5507.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.89516129032258
Path 395 | total_timesteps 5517.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.89517638588913
Path 396 | total_timesteps 5531.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.8956233803628
Path 397 | total_timesteps 5548.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.896070246149417
Path 398 | total_timesteps 5565.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.89594127806563
Path 399 | total_timesteps 5579.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.895524535904446
Path 400 | total_timesteps 5590.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.894964028776979
Path 401 | total_timesteps 5600.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.894691411307726
Path 402 | total_timesteps 5612.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.89355581127733
Path 403 | total_timesteps 5619.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.892708183517906
Path 404 | total_timesteps 5630.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.893874029335635
Path 405 | total_timesteps 5652.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.893314162473041
Path 406 | total_timesteps 5663.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.892610695802185
Path 407 | total_timesteps 5672.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.891763691246227
Path 408 | total_timesteps 5680.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.892210405288877
Path 409 | total_timesteps 5697.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.893806581405375
Path 410 | total_timesteps 5722.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.893103448275863
Path 411 | total_timesteps 5731.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.892975147248958
Path 412 | total_timesteps 5745.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.892415972421718
Path 413 | total_timesteps 5755.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.89243142323711
Path 414 | total_timesteps 5769.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.891872487076393
Path 415 | total_timesteps 5780.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.891313711414213
Path 416 | total_timesteps 5791.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.890324432960092
Path 417 | total_timesteps 5798.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.890053107506818
Path 418 | total_timesteps 5810.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.88935132032147
Path 419 | total_timesteps 5819.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.88864973453867
Path 420 | total_timesteps 5828.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.888952654232424
Path 421 | total_timesteps 5844.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.888825132692583
Path 422 | total_timesteps 5857.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.889558232931726
Path 423 | total_timesteps 5876.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.890291122902624
Path 424 | total_timesteps 5896.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.889589905362776
Path 425 | total_timesteps 5905.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.889605734767025
Path 426 | total_timesteps 5919.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.889048165137615
Path 427 | total_timesteps 5929.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.888347427261001
Path 428 | total_timesteps 5938.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.887933505302378
Path 429 | total_timesteps 5949.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.887376414959164
Path 430 | total_timesteps 5959.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.887249283667622
Path 431 | total_timesteps 5972.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.886835696891563
Path 432 | total_timesteps 5983.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.887568032082498
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.69    |
| Iteration     | 16       |
| MaximumReturn | 3.79     |
| MinimumReturn | -17      |
| TotalSamples  | 72070    |
----------------------------
itr #17 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.33954939246177673
Validation loss = 0.3469662666320801
Validation loss = 0.3482073247432709
Validation loss = 0.34951627254486084
Validation loss = 0.34664326906204224
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3429345488548279
Validation loss = 0.34436726570129395
Validation loss = 0.34669965505599976
Validation loss = 0.34709635376930237
Validation loss = 0.3499923348426819
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 11
average number of affinization = 12.887297723041673
Path 1 | total_timesteps 12.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.88774341351661
Path 2 | total_timesteps 29.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.888188976377952
Path 3 | total_timesteps 46.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.888920698539938
Path 4 | total_timesteps 65.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.88865035065121
Path 5 | total_timesteps 77.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.88852318259874
Path 6 | total_timesteps 90.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.888682214909142
Path 7 | total_timesteps 105.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.888125894134477
Path 8 | total_timesteps 115.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.888284937777142
Path 9 | total_timesteps 130.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.887442791762014
Path 10 | total_timesteps 138.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.886886886886886
Path 11 | total_timesteps 148.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.886617100371748
Path 12 | total_timesteps 161.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.887205146533239
Path 13 | total_timesteps 179.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.88650657518582
Path 14 | total_timesteps 188.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.886665713877376
Path 15 | total_timesteps 203.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.885967419262647
Path 16 | total_timesteps 212.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.886126589512788
Path 17 | total_timesteps 227.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.885571428571428
Path 18 | total_timesteps 237.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.884730752749608
Path 19 | total_timesteps 245.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.885889745786917
Path 20 | total_timesteps 267.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.885906040268456
Path 21 | total_timesteps 281.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.88720731010851
Path 22 | total_timesteps 307.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.886795146324054
Path 23 | total_timesteps 318.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.886240365401084
Path 24 | total_timesteps 328.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.886827458256029
Path 25 | total_timesteps 347.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.886272831050228
Path 26 | total_timesteps 357.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.886859751747753
Path 27 | total_timesteps 375.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.885877318116975
Path 28 | total_timesteps 383.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.885750962772786
Path 29 | total_timesteps 396.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.885054192812321
Path 30 | total_timesteps 405.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.88435762155996
Path 31 | total_timesteps 415.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.88380382092957
Path 32 | total_timesteps 426.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.883392729864577
Path 33 | total_timesteps 438.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.882554161915621
Path 34 | total_timesteps 446.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.881858344021662
Path 35 | total_timesteps 455.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.882160159589626
Path 36 | total_timesteps 472.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.881322125658926
Path 37 | total_timesteps 480.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.881481481481481
Path 38 | total_timesteps 496.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.881640791909984
Path 39 | total_timesteps 511.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.882084876103674
Path 40 | total_timesteps 528.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.882813612416346
Path 41 | total_timesteps 547.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.883257403189067
Path 42 | total_timesteps 566.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.882562277580071
Path 43 | total_timesteps 575.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.88286364930259
Path 44 | total_timesteps 591.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.88231108581187
Path 45 | total_timesteps 601.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.881474103585658
Path 46 | total_timesteps 610.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.881064162754303
Path 47 | total_timesteps 621.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.88122332859175
Path 48 | total_timesteps 636.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.88152467643294
Path 49 | total_timesteps 653.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.881114903299204
Path 50 | total_timesteps 664.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.881416180861653
Path 51 | total_timesteps 680.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.881006539664487
Path 52 | total_timesteps 692.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.881023454157782
Path 53 | total_timesteps 706.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.880756111426948
Path 54 | total_timesteps 719.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.88020463265596
Path 55 | total_timesteps 729.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.880221653878943
Path 56 | total_timesteps 743.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.879812473362694
Path 57 | total_timesteps 754.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.878835227272727
Path 58 | total_timesteps 761.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.879136486294561
Path 59 | total_timesteps 777.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.878443623970464
Path 60 | total_timesteps 787.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.878886837995173
Path 61 | total_timesteps 804.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.880465644520159
Path 62 | total_timesteps 829.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.880482611781405
Path 63 | total_timesteps 843.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.879931876241839
Path 64 | total_timesteps 853.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.8802327231446
Path 65 | total_timesteps 869.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.880675368898979
Path 66 | total_timesteps 886.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.879841112214498
Path 67 | total_timesteps 894.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.881560283687943
Path 68 | total_timesteps 921.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.88285349595802
Path 69 | total_timesteps 945.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.883011911514464
Path 70 | total_timesteps 960.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.88231958032043
Path 71 | total_timesteps 969.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.88148568188262
Path 72 | total_timesteps 977.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.88107725017718
Path 73 | total_timesteps 988.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.880952380952381
Path 74 | total_timesteps 1002.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.881252656936375
Path 75 | total_timesteps 1018.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.88070274865401
Path 76 | total_timesteps 1029.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.880152996175095
Path 77 | total_timesteps 1039.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.880169971671387
Path 78 | total_timesteps 1053.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.880045319359864
Path 79 | total_timesteps 1067.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.879212687623902
Path 80 | total_timesteps 1075.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.880220869318986
Path 81 | total_timesteps 1096.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.880237825594564
Path 82 | total_timesteps 1110.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.88067940552017
Path 83 | total_timesteps 1127.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.880554769317861
Path 84 | total_timesteps 1140.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.88028866562898
Path 85 | total_timesteps 1152.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.87988115449915
Path 86 | total_timesteps 1163.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.879332295940019
Path 87 | total_timesteps 1173.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.878925035360679
Path 88 | total_timesteps 1185.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.878235044548154
Path 89 | total_timesteps 1194.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.877545248868778
Path 90 | total_timesteps 1203.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.877279796408878
Path 91 | total_timesteps 1216.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.877721232683065
Path 92 | total_timesteps 1233.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.879010600706714
Path 93 | total_timesteps 1256.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.879169022046353
Path 94 | total_timesteps 1271.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.878479581743676
Path 95 | total_timesteps 1280.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.87849675049449
Path 96 | total_timesteps 1294.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.877807599943495
Path 97 | total_timesteps 1303.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.87909604519774
Path 98 | total_timesteps 1327.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.879254342606977
Path 99 | total_timesteps 1342.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.878847783112116
Path 100 | total_timesteps 1355.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.878158972186926
Path 101 | total_timesteps 1364.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.877752682100509
Path 102 | total_timesteps 1375.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.878475652787579
Path 103 | total_timesteps 1394.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.877646062658764
Path 104 | total_timesteps 1402.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.876816706645972
Path 105 | total_timesteps 1410.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.875846501128668
Path 106 | total_timesteps 1417.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.875158696572154
Path 107 | total_timesteps 1426.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.874612129760227
Path 108 | total_timesteps 1436.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.874065717106191
Path 109 | total_timesteps 1446.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.873237450648618
Path 110 | total_timesteps 1455.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.873255322148598
Path 111 | total_timesteps 1469.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.872709331829716
Path 112 | total_timesteps 1479.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.871881606765328
Path 113 | total_timesteps 1488.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.871054114994363
Path 114 | total_timesteps 1496.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.870931379456108
Path 115 | total_timesteps 1509.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.871231332769794
Path 116 | total_timesteps 1526.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.871390336667137
Path 117 | total_timesteps 1542.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.870845070422535
Path 118 | total_timesteps 1552.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.871989860583016
Path 119 | total_timesteps 1574.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.872007885102787
Path 120 | total_timesteps 1588.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.871181191046038
Path 121 | total_timesteps 1596.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.870777027027026
Path 122 | total_timesteps 1607.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.870372976776917
Path 123 | total_timesteps 1618.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.870813397129186
Path 124 | total_timesteps 1635.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.869987336428872
Path 125 | total_timesteps 1643.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.87014631401238
Path 126 | total_timesteps 1658.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.869461246307498
Path 127 | total_timesteps 1667.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.869057665260197
Path 128 | total_timesteps 1680.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.868232316129939
Path 129 | total_timesteps 1688.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.868250843644544
Path 130 | total_timesteps 1702.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.868691128918881
Path 131 | total_timesteps 1719.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.868709586730391
Path 132 | total_timesteps 1733.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.869430780042164
Path 133 | total_timesteps 1753.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.869308600337268
Path 134 | total_timesteps 1766.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.868624420401854
Path 135 | total_timesteps 1775.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.868361899409946
Path 136 | total_timesteps 1787.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.867537575502178
Path 137 | total_timesteps 1795.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.867275280898877
Path 138 | total_timesteps 1807.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.866451341103778
Path 139 | total_timesteps 1816.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.865487222690255
Path 140 | total_timesteps 1823.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.864944545837428
Path 141 | total_timesteps 1833.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.864542391914656
Path 142 | total_timesteps 1844.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.863719298245615
Path 143 | total_timesteps 1852.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.863317429132753
Path 144 | total_timesteps 1863.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.862775361302091
Path 145 | total_timesteps 1873.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.862654320987655
Path 146 | total_timesteps 1887.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.862533314630383
Path 147 | total_timesteps 1900.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.862412342215988
Path 148 | total_timesteps 1914.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.862010938157342
Path 149 | total_timesteps 1925.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.861329220415032
Path 150 | total_timesteps 1934.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.860647693817468
Path 151 | total_timesteps 1943.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.85982618446874
Path 152 | total_timesteps 1951.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.860126138752628
Path 153 | total_timesteps 1967.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.86168721973094
Path 154 | total_timesteps 1992.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.861146139834664
Path 155 | total_timesteps 2002.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.86172597366209
Path 156 | total_timesteps 2021.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.861185039921558
Path 157 | total_timesteps 2031.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.861764705882353
Path 158 | total_timesteps 2049.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.861644027447136
Path 159 | total_timesteps 2062.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.861243349201905
Path 160 | total_timesteps 2073.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.860562788744225
Path 161 | total_timesteps 2084.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.85988241881299
Path 162 | total_timesteps 2093.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.859062281315605
Path 163 | total_timesteps 2101.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.858522250209907
Path 164 | total_timesteps 2111.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.857702532531132
Path 165 | total_timesteps 2119.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.85688304420817
Path 166 | total_timesteps 2127.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.856063785144775
Path 167 | total_timesteps 2135.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.855384615384615
Path 168 | total_timesteps 2144.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.855264997902392
Path 169 | total_timesteps 2157.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.854725950782997
Path 170 | total_timesteps 2167.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.85404725290088
Path 171 | total_timesteps 2176.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.853228962818005
Path 172 | total_timesteps 2185.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.853808525506638
Path 173 | total_timesteps 2203.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.853130240357741
Path 174 | total_timesteps 2212.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.853011038144475
Path 175 | total_timesteps 2225.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.853869796032411
Path 176 | total_timesteps 2245.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.853052102248917
Path 177 | total_timesteps 2254.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.852793296089386
Path 178 | total_timesteps 2267.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.855048177628822
Path 179 | total_timesteps 2297.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.855208042446245
Path 180 | total_timesteps 2312.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.85508865000698
Path 181 | total_timesteps 2325.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.855806811836963
Path 182 | total_timesteps 2345.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.855268667131892
Path 183 | total_timesteps 2357.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.855149316215462
Path 184 | total_timesteps 2372.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.855448583786801
Path 185 | total_timesteps 2388.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.855189732142858
Path 186 | total_timesteps 2401.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.856604826335612
Path 187 | total_timesteps 2425.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.856206415620642
Path 188 | total_timesteps 2436.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.85580811602287
Path 189 | total_timesteps 2447.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.85499163413274
Path 190 | total_timesteps 2455.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.855569496723826
Path 191 | total_timesteps 2473.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.855171452467243
Path 192 | total_timesteps 2486.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.85602787456446
Path 193 | total_timesteps 2507.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.855490523968784
Path 194 | total_timesteps 2517.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.85467465514839
Path 195 | total_timesteps 2525.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.854416271942045
Path 196 | total_timesteps 2537.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.854436551051679
Path 197 | total_timesteps 2551.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.853760445682452
Path 198 | total_timesteps 2560.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.853084528617185
Path 199 | total_timesteps 2569.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.853244221665275
Path 200 | total_timesteps 2584.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.853682305443408
Path 201 | total_timesteps 2601.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.853563474387528
Path 202 | total_timesteps 2614.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.852748782185108
Path 203 | total_timesteps 2623.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.85249095463401
Path 204 | total_timesteps 2636.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.852094058717128
Path 205 | total_timesteps 2648.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.853505843071787
Path 206 | total_timesteps 2672.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.852830713590206
Path 207 | total_timesteps 2681.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.854659248956885
Path 208 | total_timesteps 2709.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.85398414685023
Path 209 | total_timesteps 2718.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.854421579532815
Path 210 | total_timesteps 2735.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.854024746281107
Path 211 | total_timesteps 2747.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.853350013900473
Path 212 | total_timesteps 2757.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.853370396108408
Path 213 | total_timesteps 2771.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.852973874374653
Path 214 | total_timesteps 2782.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.853827983882173
Path 215 | total_timesteps 2802.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.853848291191998
Path 216 | total_timesteps 2816.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.853312960133351
Path 217 | total_timesteps 2826.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.852916666666667
Path 218 | total_timesteps 2838.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.85210387446188
Path 219 | total_timesteps 2846.
number of affinization with epsilon = 3 is 34
average number of affinization = 12.855040266592614
Path 220 | total_timesteps 2881.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.85506039150354
Path 221 | total_timesteps 2895.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.854247640199889
Path 222 | total_timesteps 2903.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.853990284524636
Path 223 | total_timesteps 2915.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.85331668054399
Path 224 | total_timesteps 2924.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.852643263493825
Path 225 | total_timesteps 2933.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.852941176470589
Path 226 | total_timesteps 2949.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.852129282840894
Path 227 | total_timesteps 2957.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.85131761442441
Path 228 | total_timesteps 2965.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.85189294133962
Path 229 | total_timesteps 2983.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.852052135330005
Path 230 | total_timesteps 2998.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.853320393733537
Path 231 | total_timesteps 3021.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.853340726365401
Path 232 | total_timesteps 3035.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.853499653499654
Path 233 | total_timesteps 3050.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.853658536585366
Path 234 | total_timesteps 3065.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.853678813911598
Path 235 | total_timesteps 3080.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.85342200055417
Path 236 | total_timesteps 3092.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.853303781687215
Path 237 | total_timesteps 3105.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.852493074792244
Path 238 | total_timesteps 3113.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.851959562387481
Path 239 | total_timesteps 3123.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.851841595126004
Path 240 | total_timesteps 3137.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.851031427384743
Path 241 | total_timesteps 3145.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.850083056478406
Path 242 | total_timesteps 3154.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.84955017301038
Path 243 | total_timesteps 3165.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.84984777193468
Path 244 | total_timesteps 3181.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.849176698491767
Path 245 | total_timesteps 3190.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.849750968456004
Path 246 | total_timesteps 3208.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.849080094065569
Path 247 | total_timesteps 3217.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.849377593360996
Path 248 | total_timesteps 3233.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.848706956160974
Path 249 | total_timesteps 3242.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.849142699115044
Path 250 | total_timesteps 3259.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.848472279828563
Path 251 | total_timesteps 3268.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.848354990323472
Path 252 | total_timesteps 3281.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.847823082239115
Path 253 | total_timesteps 3291.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.847567716970701
Path 254 | total_timesteps 3303.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.848694210308139
Path 255 | total_timesteps 3325.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.849682232660957
Path 256 | total_timesteps 3346.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.850946263296036
Path 257 | total_timesteps 3371.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.85096685082873
Path 258 | total_timesteps 3385.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.851401740091148
Path 259 | total_timesteps 3402.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.852112676056338
Path 260 | total_timesteps 3422.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.851442772331907
Path 261 | total_timesteps 3431.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.850773053561568
Path 262 | total_timesteps 3440.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.85175983436853
Path 263 | total_timesteps 3461.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.85164228539884
Path 264 | total_timesteps 3474.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.851110804470816
Path 265 | total_timesteps 3484.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.851545253863135
Path 266 | total_timesteps 3501.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.85101393295627
Path 267 | total_timesteps 3511.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.85048275862069
Path 268 | total_timesteps 3521.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.849813818783616
Path 269 | total_timesteps 3530.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.849834528405957
Path 270 | total_timesteps 3544.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.849303736384945
Path 271 | total_timesteps 3554.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.849186655638269
Path 272 | total_timesteps 3567.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.849896623018608
Path 273 | total_timesteps 3587.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.849366041896362
Path 274 | total_timesteps 3597.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.848973404988287
Path 275 | total_timesteps 3608.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.849407550289335
Path 276 | total_timesteps 3625.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.850117096018735
Path 277 | total_timesteps 3644.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.849586776859503
Path 278 | total_timesteps 3654.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.850296102465226
Path 279 | total_timesteps 3673.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.849765904709447
Path 280 | total_timesteps 3684.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.850612694478865
Path 281 | total_timesteps 3705.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.850357929515418
Path 282 | total_timesteps 3717.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.850791465932554
Path 283 | total_timesteps 3734.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.850399119185246
Path 284 | total_timesteps 3745.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.849731663685152
Path 285 | total_timesteps 3755.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.849614749587232
Path 286 | total_timesteps 3768.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.848947585637639
Path 287 | total_timesteps 3777.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.848555708390647
Path 288 | total_timesteps 3789.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.848714069591528
Path 289 | total_timesteps 3805.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.848734873487349
Path 290 | total_timesteps 3819.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.848068197442595
Path 291 | total_timesteps 3828.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.847401704701678
Path 292 | total_timesteps 3838.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.847285223367697
Path 293 | total_timesteps 3853.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.846756459593182
Path 294 | total_timesteps 3863.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.846090421877147
Path 295 | total_timesteps 3872.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.84556196757351
Path 296 | total_timesteps 3882.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.84503365846957
Path 297 | total_timesteps 3892.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.844642857142857
Path 298 | total_timesteps 3904.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.84521356956462
Path 299 | total_timesteps 3923.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.845921450151057
Path 300 | total_timesteps 3942.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.845256075792943
Path 301 | total_timesteps 3952.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.844865458539264
Path 302 | total_timesteps 3963.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.844474948524365
Path 303 | total_timesteps 3974.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.84367279714521
Path 304 | total_timesteps 3983.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.844380403458214
Path 305 | total_timesteps 4002.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.84357848518112
Path 306 | total_timesteps 4010.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.843737138153381
Path 307 | total_timesteps 4026.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.844307270233196
Path 308 | total_timesteps 4045.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.843505691948979
Path 309 | total_timesteps 4053.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.843390016456391
Path 310 | total_timesteps 4066.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.84354860825449
Path 311 | total_timesteps 4081.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.842884562654236
Path 312 | total_timesteps 4090.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.842631939684715
Path 313 | total_timesteps 4103.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.841694078947368
Path 314 | total_timesteps 4110.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.842538029327121
Path 315 | total_timesteps 4131.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.842148533844888
Path 316 | total_timesteps 4142.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.841759145088368
Path 317 | total_timesteps 4153.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.84123287671233
Path 318 | total_timesteps 4163.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.840706752499658
Path 319 | total_timesteps 4173.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.839769926047659
Path 320 | total_timesteps 4180.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.839791866356292
Path 321 | total_timesteps 4194.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.839266155531217
Path 322 | total_timesteps 4204.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.840109514031486
Path 323 | total_timesteps 4224.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.839720777443198
Path 324 | total_timesteps 4235.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.839879567537977
Path 325 | total_timesteps 4251.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.83976464148878
Path 326 | total_timesteps 4264.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.83896565877685
Path 327 | total_timesteps 4272.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.83857729138167
Path 328 | total_timesteps 4283.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.838325810422651
Path 329 | total_timesteps 4296.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.837664113785557
Path 330 | total_timesteps 4305.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.83768631204704
Path 331 | total_timesteps 4319.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.836751435602952
Path 332 | total_timesteps 4326.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.83732057416268
Path 333 | total_timesteps 4344.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.837069436850738
Path 334 | total_timesteps 4356.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.83640836408364
Path 335 | total_timesteps 4365.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.835747471986881
Path 336 | total_timesteps 4374.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.83536002186091
Path 337 | total_timesteps 4385.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.834699453551913
Path 338 | total_timesteps 4394.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.833902472339844
Path 339 | total_timesteps 4402.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.833788582354549
Path 340 | total_timesteps 4415.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.833811279530247
Path 341 | total_timesteps 4429.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.833697433096669
Path 342 | total_timesteps 4442.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.832627986348124
Path 343 | total_timesteps 4449.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.832377832377832
Path 344 | total_timesteps 4461.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.833083117237614
Path 345 | total_timesteps 4480.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.83406113537118
Path 346 | total_timesteps 4501.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.834083776777186
Path 347 | total_timesteps 4516.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.833833560709413
Path 348 | total_timesteps 4528.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.833856226981313
Path 349 | total_timesteps 4542.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.834697217675942
Path 350 | total_timesteps 4563.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.834310650484113
Path 351 | total_timesteps 4575.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.83487864739569
Path 352 | total_timesteps 4593.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.83585548738923
Path 353 | total_timesteps 4617.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.834787350054526
Path 354 | total_timesteps 4624.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.834537276816137
Path 355 | total_timesteps 4636.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.834287271736168
Path 356 | total_timesteps 4648.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.833901076440933
Path 357 | total_timesteps 4659.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.83324250681199
Path 358 | total_timesteps 4668.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.832992780275166
Path 359 | total_timesteps 4680.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.834377553800055
Path 360 | total_timesteps 4704.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.833583004221708
Path 361 | total_timesteps 4713.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.833469498910675
Path 362 | total_timesteps 4726.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.834172906739278
Path 363 | total_timesteps 4746.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.836373536618568
Path 364 | total_timesteps 4777.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.836395807812712
Path 365 | total_timesteps 4792.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.835873707131192
Path 366 | total_timesteps 4803.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.83548782147231
Path 367 | total_timesteps 4814.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.83482993197279
Path 368 | total_timesteps 4823.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.834172221466467
Path 369 | total_timesteps 4832.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.834194776931447
Path 370 | total_timesteps 4846.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.833809329525364
Path 371 | total_timesteps 4857.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.833016045689421
Path 372 | total_timesteps 4865.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.835214140040788
Path 373 | total_timesteps 4896.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.834556824361066
Path 374 | total_timesteps 4905.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.83430746228082
Path 375 | total_timesteps 4917.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.833514541995108
Path 376 | total_timesteps 4925.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.834080717488789
Path 377 | total_timesteps 4943.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.833695652173914
Path 378 | total_timesteps 4954.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.832903138160576
Path 379 | total_timesteps 4962.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.832925835370823
Path 380 | total_timesteps 4976.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.832405269591199
Path 381 | total_timesteps 4986.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.831749049429657
Path 382 | total_timesteps 4995.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.831500339443313
Path 383 | total_timesteps 5007.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.83084442030953
Path 384 | total_timesteps 5017.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.830460160173748
Path 385 | total_timesteps 5028.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.830754614549402
Path 386 | total_timesteps 5045.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.830641878138147
Path 387 | total_timesteps 5058.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.829715061058344
Path 388 | total_timesteps 5067.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.829602496269162
Path 389 | total_timesteps 5080.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.828676071622354
Path 390 | total_timesteps 5087.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.828699308286993
Path 391 | total_timesteps 5101.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.828858150257663
Path 392 | total_timesteps 5116.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.830101694915255
Path 393 | total_timesteps 5140.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.831209327548807
Path 394 | total_timesteps 5162.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.83041886945913
Path 395 | total_timesteps 5170.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.830170777988615
Path 396 | total_timesteps 5182.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.829380674888196
Path 397 | total_timesteps 5190.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.828726287262873
Path 398 | total_timesteps 5199.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.828072076954342
Path 399 | total_timesteps 5210.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.827824437821729
Path 400 | total_timesteps 5222.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.827576865772722
Path 401 | total_timesteps 5234.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.826923076923077
Path 402 | total_timesteps 5243.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.826134055517942
Path 403 | total_timesteps 5252.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.825345247766045
Path 404 | total_timesteps 5261.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.824827399485583
Path 405 | total_timesteps 5271.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.825121819166215
Path 406 | total_timesteps 5288.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.825145486534037
Path 407 | total_timesteps 5304.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.825710419485791
Path 408 | total_timesteps 5322.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.825463401434178
Path 409 | total_timesteps 5335.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.824675324675324
Path 410 | total_timesteps 5343.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.824022724198565
Path 411 | total_timesteps 5353.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.823640789829591
Path 412 | total_timesteps 5364.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.822988505747126
Path 413 | total_timesteps 5373.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.822336398053002
Path 414 | total_timesteps 5383.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.821684466675679
Path 415 | total_timesteps 5392.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.82103271154366
Path 416 | total_timesteps 5402.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.821192052980132
Path 417 | total_timesteps 5417.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.820675675675675
Path 418 | total_timesteps 5427.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.8198892041616
Path 419 | total_timesteps 5436.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.82112942447987
Path 420 | total_timesteps 5461.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.820748345265432
Path 421 | total_timesteps 5472.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.820502431118314
Path 422 | total_timesteps 5484.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.820661715057394
Path 423 | total_timesteps 5499.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.820550904671888
Path 424 | total_timesteps 5512.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.820440124206831
Path 425 | total_timesteps 5525.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.819789416846652
Path 426 | total_timesteps 5534.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.81981374004589
Path 427 | total_timesteps 5548.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.81889338731444
Path 428 | total_timesteps 5555.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.818243152071245
Path 429 | total_timesteps 5564.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.819077172153264
Path 430 | total_timesteps 5584.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.818831782004587
Path 431 | total_timesteps 5596.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.818181818181818
Path 432 | total_timesteps 5606.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.817801753202968
Path 433 | total_timesteps 5617.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.818230852211435
Path 434 | total_timesteps 5634.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.818929486315222
Path 435 | total_timesteps 5653.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.818819088703155
Path 436 | total_timesteps 5666.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.818169564631352
Path 437 | total_timesteps 5676.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.818059299191376
Path 438 | total_timesteps 5689.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.817140547096079
Path 439 | total_timesteps 5696.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.817569388305039
Path 440 | total_timesteps 5713.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.81772868112623
Path 441 | total_timesteps 5728.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.818696120689655
Path 442 | total_timesteps 5749.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.817912457912458
Path 443 | total_timesteps 5758.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.818610288176677
Path 444 | total_timesteps 5778.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.820654369193484
Path 445 | total_timesteps 5807.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.820140010770059
Path 446 | total_timesteps 5817.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.8205680441513
Path 447 | total_timesteps 5834.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.820995962314939
Path 448 | total_timesteps 5851.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.820885479747005
Path 449 | total_timesteps 5866.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.820640473627556
Path 450 | total_timesteps 5878.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.819991927889143
Path 451 | total_timesteps 5887.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.82001614205004
Path 452 | total_timesteps 5901.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.819636852723605
Path 453 | total_timesteps 5912.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.819795589026358
Path 454 | total_timesteps 5927.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.81914750571467
Path 455 | total_timesteps 5936.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.819037375638613
Path 456 | total_timesteps 5949.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.819330555182148
Path 457 | total_timesteps 5965.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.81975806451613
Path 458 | total_timesteps 5984.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.818975944093536
Path 459 | total_timesteps 5992.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.819134641225476
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -7.01    |
| Iteration     | 17       |
| MaximumReturn | 2.74     |
| MinimumReturn | -20.1    |
| TotalSamples  | 76074    |
----------------------------
itr #18 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.33836469054222107
Validation loss = 0.34343358874320984
Validation loss = 0.3457811772823334
Validation loss = 0.3454134464263916
Validation loss = 0.3480631411075592
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.33938995003700256
Validation loss = 0.34626537561416626
Validation loss = 0.3481069505214691
Validation loss = 0.3487321138381958
Validation loss = 0.3486584722995758
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 = 12.818487169152224
Path 1 | total_timesteps 9.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.817705534658785
Path 2 | total_timesteps 17.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.81773002014775
Path 3 | total_timesteps 32.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.818426000537201
Path 4 | total_timesteps 53.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.817376124613938
Path 5 | total_timesteps 60.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.816729323308271
Path 6 | total_timesteps 70.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.816351188078936
Path 7 | total_timesteps 81.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.815570469798658
Path 8 | total_timesteps 89.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.815326801771574
Path 9 | total_timesteps 101.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.814412238325282
Path 10 | total_timesteps 109.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.813632094458606
Path 11 | total_timesteps 117.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.813254628387442
Path 12 | total_timesteps 128.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.81381623071764
Path 13 | total_timesteps 146.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.813438841201716
Path 14 | total_timesteps 157.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.813061552903312
Path 15 | total_timesteps 168.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.812952534191473
Path 16 | total_timesteps 181.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.81270947848237
Path 17 | total_timesteps 193.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.81407506702413
Path 18 | total_timesteps 217.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.814368047178663
Path 19 | total_timesteps 233.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.814392924149022
Path 20 | total_timesteps 248.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.814015811335924
Path 21 | total_timesteps 259.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.813236870310826
Path 22 | total_timesteps 267.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.814467515070328
Path 23 | total_timesteps 290.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.814224484328959
Path 24 | total_timesteps 303.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.815186822016875
Path 25 | total_timesteps 325.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.814542046063202
Path 26 | total_timesteps 334.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.813897442763421
Path 27 | total_timesteps 343.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.813520749665328
Path 28 | total_timesteps 354.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.813010306518539
Path 29 | total_timesteps 365.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.812901498929337
Path 30 | total_timesteps 378.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.812792720460324
Path 31 | total_timesteps 392.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.812683971099812
Path 32 | total_timesteps 405.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.812976588628763
Path 33 | total_timesteps 421.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.812332798287855
Path 34 | total_timesteps 430.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.811421693192457
Path 35 | total_timesteps 437.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.811179459748596
Path 36 | total_timesteps 449.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.81107099879663
Path 37 | total_timesteps 463.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.810294117647059
Path 38 | total_timesteps 471.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.809918460098917
Path 39 | total_timesteps 482.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.80940924886394
Path 40 | total_timesteps 492.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.810236536148604
Path 41 | total_timesteps 512.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.811330839123464
Path 42 | total_timesteps 534.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.812157648630594
Path 43 | total_timesteps 555.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.812316323804435
Path 44 | total_timesteps 571.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.812875651128623
Path 45 | total_timesteps 589.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.812633547008547
Path 46 | total_timesteps 602.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.813326211777273
Path 47 | total_timesteps 621.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.812550066755675
Path 48 | total_timesteps 629.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.81190762248031
Path 49 | total_timesteps 638.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.811131873998931
Path 50 | total_timesteps 646.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.812758574669692
Path 51 | total_timesteps 672.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.81291700026688
Path 52 | total_timesteps 687.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.812274849899934
Path 53 | total_timesteps 696.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.812566702241195
Path 54 | total_timesteps 712.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.812725090036015
Path 55 | total_timesteps 728.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.81234995998933
Path 56 | total_timesteps 739.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.81224163221763
Path 57 | total_timesteps 753.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.811733333333333
Path 58 | total_timesteps 763.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.811225169977336
Path 59 | total_timesteps 773.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.812316715542522
Path 60 | total_timesteps 795.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.812741570038652
Path 61 | total_timesteps 812.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.812100213219615
Path 62 | total_timesteps 821.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.812391738840773
Path 63 | total_timesteps 837.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.81294964028777
Path 64 | total_timesteps 855.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.813107766084988
Path 65 | total_timesteps 871.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.813931806073521
Path 66 | total_timesteps 892.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.814888800106539
Path 67 | total_timesteps 914.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.814380825565912
Path 68 | total_timesteps 924.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.81387298628678
Path 69 | total_timesteps 934.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.814164004259851
Path 70 | total_timesteps 951.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.814721150006655
Path 71 | total_timesteps 971.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.814213468192706
Path 72 | total_timesteps 981.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.813439787092483
Path 73 | total_timesteps 991.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.81306546035125
Path 74 | total_timesteps 1002.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.812691233204736
Path 75 | total_timesteps 1013.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.8121840915137
Path 76 | total_timesteps 1023.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.811411091900519
Path 77 | total_timesteps 1031.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.812101063829788
Path 78 | total_timesteps 1051.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.81159420289855
Path 79 | total_timesteps 1062.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.810688646636534
Path 80 | total_timesteps 1069.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.809783331117906
Path 81 | total_timesteps 1077.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.810207336523126
Path 82 | total_timesteps 1094.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.809568106312293
Path 83 | total_timesteps 1104.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.809726282221632
Path 84 | total_timesteps 1119.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.809087285771223
Path 85 | total_timesteps 1128.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.808979808714135
Path 86 | total_timesteps 1142.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.808739540443618
Path 87 | total_timesteps 1154.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.809561752988047
Path 88 | total_timesteps 1174.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.809321471252158
Path 89 | total_timesteps 1186.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.809745087626128
Path 90 | total_timesteps 1205.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.809504845347139
Path 91 | total_timesteps 1217.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.809662861693656
Path 92 | total_timesteps 1233.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.809555408095553
Path 93 | total_timesteps 1246.
number of affinization with epsilon = 3 is 36
average number of affinization = 12.812632696390658
Path 94 | total_timesteps 1283.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.812259519702799
Path 95 | total_timesteps 1295.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.812284425577076
Path 96 | total_timesteps 1309.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.813237829950921
Path 97 | total_timesteps 1330.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.812466843501326
Path 98 | total_timesteps 1338.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.811828669937674
Path 99 | total_timesteps 1347.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.81119066560594
Path 100 | total_timesteps 1356.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.81148084316585
Path 101 | total_timesteps 1372.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.810710498409332
Path 102 | total_timesteps 1380.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.810603048376409
Path 103 | total_timesteps 1393.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.810098065200107
Path 104 | total_timesteps 1404.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.809990724791307
Path 105 | total_timesteps 1417.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.81081081081081
Path 106 | total_timesteps 1437.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.810306000794807
Path 107 | total_timesteps 1448.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.809668874172186
Path 108 | total_timesteps 1457.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.810488676996425
Path 109 | total_timesteps 1477.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.809719279661017
Path 110 | total_timesteps 1486.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.81040646100887
Path 111 | total_timesteps 1505.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.811093460418322
Path 112 | total_timesteps 1524.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.811118464592985
Path 113 | total_timesteps 1538.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.810746426680783
Path 114 | total_timesteps 1549.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.810374487230382
Path 115 | total_timesteps 1560.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.80960571579783
Path 116 | total_timesteps 1568.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.80896944040217
Path 117 | total_timesteps 1577.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.809259259259258
Path 118 | total_timesteps 1593.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.809416743816955
Path 119 | total_timesteps 1609.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.80957418672309
Path 120 | total_timesteps 1624.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.80907047467936
Path 121 | total_timesteps 1634.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.808566895822317
Path 122 | total_timesteps 1644.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.808988764044944
Path 123 | total_timesteps 1661.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.808088818398097
Path 124 | total_timesteps 1668.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.80771772168627
Path 125 | total_timesteps 1679.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.807346723044397
Path 126 | total_timesteps 1690.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.80697582243361
Path 127 | total_timesteps 1701.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.807001321003963
Path 128 | total_timesteps 1715.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.807026812838462
Path 129 | total_timesteps 1732.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.806524035921818
Path 130 | total_timesteps 1743.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.806549584048593
Path 131 | total_timesteps 1757.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.806707156060206
Path 132 | total_timesteps 1772.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.806468646864687
Path 133 | total_timesteps 1784.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.805570221752903
Path 134 | total_timesteps 1792.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.805595882275307
Path 135 | total_timesteps 1806.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.804829770387965
Path 136 | total_timesteps 1815.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.804195804195805
Path 137 | total_timesteps 1824.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.803825857519788
Path 138 | total_timesteps 1835.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.804247460757155
Path 139 | total_timesteps 1853.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.804932735426009
Path 140 | total_timesteps 1872.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.805749703283661
Path 141 | total_timesteps 1892.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.804852320675106
Path 142 | total_timesteps 1899.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.804218852999341
Path 143 | total_timesteps 1908.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.804244661218034
Path 144 | total_timesteps 1922.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.803875049426651
Path 145 | total_timesteps 1933.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.803373748023194
Path 146 | total_timesteps 1943.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.803267887732243
Path 147 | total_timesteps 1956.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.802766798418972
Path 148 | total_timesteps 1967.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.802661045975498
Path 149 | total_timesteps 1980.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.805057955742887
Path 150 | total_timesteps 2013.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.805478730409588
Path 151 | total_timesteps 2030.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.807216223334212
Path 152 | total_timesteps 2058.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.80697827518104
Path 153 | total_timesteps 2070.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.806213796735124
Path 154 | total_timesteps 2078.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.805712781361063
Path 155 | total_timesteps 2089.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.805475125032903
Path 156 | total_timesteps 2102.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.805105934991447
Path 157 | total_timesteps 2113.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.805
Path 158 | total_timesteps 2126.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.806604394158663
Path 159 | total_timesteps 2153.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.806235201262826
Path 160 | total_timesteps 2164.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.80626068657109
Path 161 | total_timesteps 2178.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.806812204103103
Path 162 | total_timesteps 2196.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.806311637080867
Path 163 | total_timesteps 2206.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.806074151985275
Path 164 | total_timesteps 2219.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.808334428815565
Path 165 | total_timesteps 2250.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.809411146161935
Path 166 | total_timesteps 2272.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.809041924037324
Path 167 | total_timesteps 2283.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.808409986859395
Path 168 | total_timesteps 2292.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.808040993299173
Path 169 | total_timesteps 2303.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.807672096689437
Path 170 | total_timesteps 2315.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.807303296991988
Path 171 | total_timesteps 2326.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.806803257157867
Path 172 | total_timesteps 2336.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.806172028890348
Path 173 | total_timesteps 2345.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.805409663865547
Path 174 | total_timesteps 2354.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.80504135486412
Path 175 | total_timesteps 2365.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.804673142557101
Path 176 | total_timesteps 2377.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.804305026906418
Path 177 | total_timesteps 2388.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.803412073490813
Path 178 | total_timesteps 2395.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.804356383676684
Path 179 | total_timesteps 2416.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.803594856992916
Path 180 | total_timesteps 2425.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.803227075954348
Path 181 | total_timesteps 2436.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.803515215110178
Path 182 | total_timesteps 2453.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.803934426229509
Path 183 | total_timesteps 2470.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.803960136375558
Path 184 | total_timesteps 2484.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.804248066081028
Path 185 | total_timesteps 2500.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.803618248557944
Path 186 | total_timesteps 2510.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.80311967492463
Path 187 | total_timesteps 2521.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.803014416775884
Path 188 | total_timesteps 2534.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.802385008517888
Path 189 | total_timesteps 2543.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.802148846960169
Path 190 | total_timesteps 2555.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.801519717018211
Path 191 | total_timesteps 2564.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.801152737752162
Path 192 | total_timesteps 2575.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.80104780615586
Path 193 | total_timesteps 2588.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.801335777894186
Path 194 | total_timesteps 2604.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.802540264501769
Path 195 | total_timesteps 2627.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.802566116784499
Path 196 | total_timesteps 2642.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.80285377667234
Path 197 | total_timesteps 2658.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.80261780104712
Path 198 | total_timesteps 2670.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.802120141342757
Path 199 | total_timesteps 2680.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.802015179272441
Path 200 | total_timesteps 2693.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.802433599371975
Path 201 | total_timesteps 2711.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.802459445316588
Path 202 | total_timesteps 2727.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.801831262262917
Path 203 | total_timesteps 2736.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.802511116923881
Path 204 | total_timesteps 2755.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.802406172355171
Path 205 | total_timesteps 2768.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.802432008368202
Path 206 | total_timesteps 2782.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.801934893450124
Path 207 | total_timesteps 2792.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.80156862745098
Path 208 | total_timesteps 2803.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.803555090837799
Path 209 | total_timesteps 2833.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.803580763199164
Path 210 | total_timesteps 2847.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.803345093427414
Path 211 | total_timesteps 2859.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.802848183956101
Path 212 | total_timesteps 2869.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.802482037883737
Path 213 | total_timesteps 2881.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.802377220480668
Path 214 | total_timesteps 2894.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.801358234295416
Path 215 | total_timesteps 2901.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.802167667798381
Path 216 | total_timesteps 2922.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.801410105757931
Path 217 | total_timesteps 2930.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.801697127937336
Path 218 | total_timesteps 2946.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.800809293825871
Path 219 | total_timesteps 2953.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.800574262594623
Path 220 | total_timesteps 2965.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.80112227587107
Path 221 | total_timesteps 2984.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.800756784968685
Path 222 | total_timesteps 2995.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.799869536855839
Path 223 | total_timesteps 3002.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.7998956430994
Path 224 | total_timesteps 3016.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.801095604538933
Path 225 | total_timesteps 3040.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.800860719874805
Path 226 | total_timesteps 3052.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.80023471117486
Path 227 | total_timesteps 3061.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.79960886571056
Path 228 | total_timesteps 3070.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.79950462781906
Path 229 | total_timesteps 3083.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.799921793534931
Path 230 | total_timesteps 3100.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.799426560667275
Path 231 | total_timesteps 3111.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.798801146729215
Path 232 | total_timesteps 3120.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.798306188925082
Path 233 | total_timesteps 3130.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.798071912454404
Path 234 | total_timesteps 3142.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.7986192523121
Path 235 | total_timesteps 3160.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.799817660849179
Path 236 | total_timesteps 3185.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.79997395494205
Path 237 | total_timesteps 3200.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.801171875
Path 238 | total_timesteps 3224.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.80106756932691
Path 239 | total_timesteps 3237.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.800572767508461
Path 240 | total_timesteps 3247.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.800208251984902
Path 241 | total_timesteps 3258.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.800494534096824
Path 242 | total_timesteps 3274.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.800390370852309
Path 243 | total_timesteps 3287.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.799895914650014
Path 244 | total_timesteps 3297.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.799401587095096
Path 245 | total_timesteps 3308.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.798777315296567
Path 246 | total_timesteps 3317.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.797893094030433
Path 247 | total_timesteps 3324.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.797139141742523
Path 248 | total_timesteps 3332.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.79677545182681
Path 249 | total_timesteps 3344.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.79641185647426
Path 250 | total_timesteps 3355.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.796048355647992
Path 251 | total_timesteps 3366.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.795944892123734
Path 252 | total_timesteps 3379.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.796231319038336
Path 253 | total_timesteps 3395.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.797297297297296
Path 254 | total_timesteps 3417.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.796674028842407
Path 255 | total_timesteps 3426.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.795661210704079
Path 256 | total_timesteps 3433.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.795298090661126
Path 257 | total_timesteps 3444.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.794805194805194
Path 258 | total_timesteps 3454.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.795221399818205
Path 259 | total_timesteps 3471.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.794728641911192
Path 260 | total_timesteps 3481.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.79397637284175
Path 261 | total_timesteps 3490.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.793743509865005
Path 262 | total_timesteps 3502.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.794029850746268
Path 263 | total_timesteps 3518.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.795094731378146
Path 264 | total_timesteps 3540.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.795640326975477
Path 265 | total_timesteps 3558.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.795537104307213
Path 266 | total_timesteps 3571.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.795433908418731
Path 267 | total_timesteps 3584.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.795071335927368
Path 268 | total_timesteps 3595.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.794708857476332
Path 269 | total_timesteps 3606.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.794216804979254
Path 270 | total_timesteps 3616.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.793984182548943
Path 271 | total_timesteps 3629.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.793881254861292
Path 272 | total_timesteps 3642.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.79351911860013
Path 273 | total_timesteps 3653.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.792638672887506
Path 274 | total_timesteps 3660.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.792795127640275
Path 275 | total_timesteps 3675.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.79243327286862
Path 276 | total_timesteps 3686.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.792589713693484
Path 277 | total_timesteps 3701.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.792227979274612
Path 278 | total_timesteps 3713.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.792125372361093
Path 279 | total_timesteps 3726.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.791634291634292
Path 280 | total_timesteps 3736.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.791013854719669
Path 281 | total_timesteps 3745.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.791558777835318
Path 282 | total_timesteps 3765.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.791197411003235
Path 283 | total_timesteps 3776.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.791742169298473
Path 284 | total_timesteps 3794.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.790992623269057
Path 285 | total_timesteps 3802.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.790502070393375
Path 286 | total_timesteps 3813.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.790270410143615
Path 287 | total_timesteps 3826.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.790297542043984
Path 288 | total_timesteps 3840.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.789677920062088
Path 289 | total_timesteps 3850.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.788929125711329
Path 290 | total_timesteps 3858.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.788697788697789
Path 291 | total_timesteps 3870.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.789242306697698
Path 292 | total_timesteps 3888.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.790691661279897
Path 293 | total_timesteps 3913.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.790072388831437
Path 294 | total_timesteps 3922.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.790358019904355
Path 295 | total_timesteps 3938.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.789997415352804
Path 296 | total_timesteps 3949.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.789766119653702
Path 297 | total_timesteps 3961.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.790568475452197
Path 298 | total_timesteps 3981.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.789820436636093
Path 299 | total_timesteps 3989.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.789589253422887
Path 300 | total_timesteps 4001.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.788841534289036
Path 301 | total_timesteps 4009.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.788223140495868
Path 302 | total_timesteps 4018.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.787346675274371
Path 303 | total_timesteps 4026.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.787115930802996
Path 304 | total_timesteps 4038.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.786627081450884
Path 305 | total_timesteps 4048.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.786654620547237
Path 306 | total_timesteps 4062.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.786295005807201
Path 307 | total_timesteps 4073.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.786193548387097
Path 308 | total_timesteps 4086.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.78544703909173
Path 309 | total_timesteps 4094.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.784829721362229
Path 310 | total_timesteps 4104.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.785115439184832
Path 311 | total_timesteps 4121.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.784498323445963
Path 312 | total_timesteps 4130.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.785041908446164
Path 313 | total_timesteps 4148.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.785069623517277
Path 314 | total_timesteps 4164.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.784710583988655
Path 315 | total_timesteps 4175.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.783964939417375
Path 316 | total_timesteps 4183.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.784637195514886
Path 317 | total_timesteps 4202.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.784020618556701
Path 318 | total_timesteps 4213.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.784306146115192
Path 319 | total_timesteps 4229.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.783818603452719
Path 320 | total_timesteps 4239.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.783588818755636
Path 321 | total_timesteps 4251.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.782972694487377
Path 322 | total_timesteps 4260.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.783386992916935
Path 323 | total_timesteps 4278.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.783028586144733
Path 324 | total_timesteps 4289.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.78267027166216
Path 325 | total_timesteps 4300.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.781797116374872
Path 326 | total_timesteps 4307.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.781696486034239
Path 327 | total_timesteps 4320.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.782110682110682
Path 328 | total_timesteps 4337.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.782138720885342
Path 329 | total_timesteps 4351.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.781909418425116
Path 330 | total_timesteps 4363.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.781808825421331
Path 331 | total_timesteps 4376.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.7808078209416
Path 332 | total_timesteps 4382.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.780064308681672
Path 333 | total_timesteps 4390.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.779835390946502
Path 334 | total_timesteps 4403.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.77999228494278
Path 335 | total_timesteps 4418.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.780663409616869
Path 336 | total_timesteps 4437.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.780434503149506
Path 337 | total_timesteps 4449.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.77956298200514
Path 338 | total_timesteps 4456.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.779848348541318
Path 339 | total_timesteps 4472.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.778977126702648
Path 340 | total_timesteps 4479.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.7796479506617
Path 341 | total_timesteps 4498.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.779033915724563
Path 342 | total_timesteps 4508.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.779190751445087
Path 343 | total_timesteps 4523.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.778705368610327
Path 344 | total_timesteps 4533.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.777834852960062
Path 345 | total_timesteps 4540.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.777606574216744
Path 346 | total_timesteps 4552.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.777249967903453
Path 347 | total_timesteps 4563.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.777278562259307
Path 348 | total_timesteps 4577.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.776665383134386
Path 349 | total_timesteps 4586.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.776052361396303
Path 350 | total_timesteps 4595.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.77608109842166
Path 351 | total_timesteps 4609.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.775468308955606
Path 352 | total_timesteps 4619.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.777293136626042
Path 353 | total_timesteps 4649.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.77668034889687
Path 354 | total_timesteps 4658.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.776067718353213
Path 355 | total_timesteps 4667.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.775839958963838
Path 356 | total_timesteps 4679.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.775612257981793
Path 357 | total_timesteps 4691.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.77525641025641
Path 358 | total_timesteps 4702.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.774772465068581
Path 359 | total_timesteps 4712.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.774032299410408
Path 360 | total_timesteps 4720.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.773933102652826
Path 361 | total_timesteps 4733.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.77370579190159
Path 362 | total_timesteps 4745.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.773222293401666
Path 363 | total_timesteps 4755.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.772995131949783
Path 364 | total_timesteps 4767.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.772639938516717
Path 365 | total_timesteps 4778.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.77202868852459
Path 366 | total_timesteps 4787.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.771161480343194
Path 367 | total_timesteps 4794.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.771702944942382
Path 368 | total_timesteps 4813.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.770964025092818
Path 369 | total_timesteps 4821.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.771121351766514
Path 370 | total_timesteps 4836.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.771790605401254
Path 371 | total_timesteps 4855.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.771691835167648
Path 372 | total_timesteps 4868.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.771337172104927
Path 373 | total_timesteps 4879.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.77123848515865
Path 374 | total_timesteps 4892.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.7708839708328
Path 375 | total_timesteps 4903.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.771169096955743
Path 376 | total_timesteps 4919.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.771070469369485
Path 377 | total_timesteps 4933.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.770460358056265
Path 378 | total_timesteps 4942.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.77023398542386
Path 379 | total_timesteps 4954.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.769879826131424
Path 380 | total_timesteps 4965.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.770548382973283
Path 381 | total_timesteps 4985.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.769938650306749
Path 382 | total_timesteps 4994.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.76958466453674
Path 383 | total_timesteps 5005.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.768847431638129
Path 384 | total_timesteps 5013.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.768493675737831
Path 385 | total_timesteps 5024.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.768140010219724
Path 386 | total_timesteps 5035.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.767403244347937
Path 387 | total_timesteps 5043.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.766538952745849
Path 388 | total_timesteps 5050.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.765930277103818
Path 389 | total_timesteps 5060.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.764938712972421
Path 390 | total_timesteps 5067.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.765479382101367
Path 391 | total_timesteps 5085.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.765636967066632
Path 392 | total_timesteps 5100.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.76553924696873
Path 393 | total_timesteps 5113.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.764931087289433
Path 394 | total_timesteps 5122.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.7643230828123
Path 395 | total_timesteps 5131.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.765884154120949
Path 396 | total_timesteps 5157.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.766296721520602
Path 397 | total_timesteps 5174.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.765561224489796
Path 398 | total_timesteps 5183.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.765208519321515
Path 399 | total_timesteps 5194.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.767406273909717
Path 400 | total_timesteps 5226.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.76692592120362
Path 401 | total_timesteps 5236.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.76682814890362
Path 402 | total_timesteps 5249.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.766985340981517
Path 403 | total_timesteps 5264.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.767015039510579
Path 404 | total_timesteps 5278.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.767172167707404
Path 405 | total_timesteps 5294.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.766692150866463
Path 406 | total_timesteps 5304.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.766212256338386
Path 407 | total_timesteps 5314.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.766496815286624
Path 408 | total_timesteps 5330.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.766399184817221
Path 409 | total_timesteps 5343.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.766174223127866
Path 410 | total_timesteps 5355.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.765567299121354
Path 411 | total_timesteps 5365.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.766488413547236
Path 412 | total_timesteps 5386.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.766900063653724
Path 413 | total_timesteps 5403.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.766547861507128
Path 414 | total_timesteps 5414.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.76594119893089
Path 415 | total_timesteps 5423.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.765589208449986
Path 416 | total_timesteps 5435.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.76600076345591
Path 417 | total_timesteps 5452.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.766030534351145
Path 418 | total_timesteps 5468.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.7654242462791
Path 419 | total_timesteps 5477.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.765326888832359
Path 420 | total_timesteps 5490.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.765483911992877
Path 421 | total_timesteps 5505.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.765259409969481
Path 422 | total_timesteps 5517.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.76668785759695
Path 423 | total_timesteps 5542.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.76608187134503
Path 424 | total_timesteps 5551.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.76534892589297
Path 425 | total_timesteps 5559.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.764361972547025
Path 426 | total_timesteps 5565.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.764010674799847
Path 427 | total_timesteps 5576.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.763659466327827
Path 428 | total_timesteps 5587.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.76432473637403
Path 429 | total_timesteps 5606.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.763846544715447
Path 430 | total_timesteps 5617.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.763114441762987
Path 431 | total_timesteps 5625.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.763144526289052
Path 432 | total_timesteps 5639.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.765079365079366
Path 433 | total_timesteps 5668.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.76498222447943
Path 434 | total_timesteps 5681.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.765139012314332
Path 435 | total_timesteps 5696.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.764280274181264
Path 436 | total_timesteps 5704.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.76608706688666
Path 437 | total_timesteps 5732.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.766497461928934
Path 438 | total_timesteps 5749.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.76627331556909
Path 439 | total_timesteps 5761.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.76604922608475
Path 440 | total_timesteps 5773.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.76595204871242
Path 441 | total_timesteps 5787.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.765474378488078
Path 442 | total_timesteps 5797.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.764870006341154
Path 443 | total_timesteps 5807.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.764138980471722
Path 444 | total_timesteps 5815.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.763661721820718
Path 445 | total_timesteps 5826.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.76381845841785
Path 446 | total_timesteps 5843.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.763341361389276
Path 447 | total_timesteps 5853.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.764765525982256
Path 448 | total_timesteps 5879.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.764415156507413
Path 449 | total_timesteps 5890.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.76343132285859
Path 450 | total_timesteps 5897.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.764348156594451
Path 451 | total_timesteps 5918.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.76349125918419
Path 452 | total_timesteps 5925.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.762634578847372
Path 453 | total_timesteps 5932.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.761904761904763
Path 454 | total_timesteps 5940.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.76294795491959
Path 455 | total_timesteps 5963.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.762218283109648
Path 456 | total_timesteps 5971.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.76224838587163
Path 457 | total_timesteps 5985.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.762911392405064
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.56    |
| Iteration     | 18       |
| MaximumReturn | 8.52     |
| MinimumReturn | -21.3    |
| TotalSamples  | 80076    |
----------------------------
itr #19 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3372011184692383
Validation loss = 0.3426911234855652
Validation loss = 0.34704992175102234
Validation loss = 0.3456207811832428
Validation loss = 0.3460042476654053
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.33929625153541565
Validation loss = 0.34129953384399414
Validation loss = 0.34376946091651917
Validation loss = 0.3445083498954773
Validation loss = 0.34403377771377563
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 = 12.763067966080243
Path 1 | total_timesteps 15.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.762212098202987
Path 2 | total_timesteps 22.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.762115652283942
Path 3 | total_timesteps 35.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.76201923076923
Path 4 | total_timesteps 48.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.762049335863377
Path 5 | total_timesteps 63.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.761699974702758
Path 6 | total_timesteps 74.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.763247755153662
Path 7 | total_timesteps 101.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.763277693474961
Path 8 | total_timesteps 115.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.76356050069541
Path 9 | total_timesteps 131.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.763211125158028
Path 10 | total_timesteps 142.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.762988244216913
Path 11 | total_timesteps 154.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.76225985844287
Path 12 | total_timesteps 162.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.761278908125869
Path 13 | total_timesteps 169.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.76105635582512
Path 14 | total_timesteps 181.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.761718256475048
Path 15 | total_timesteps 200.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.761116725618999
Path 16 | total_timesteps 209.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.761778451433624
Path 17 | total_timesteps 228.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.761177064915383
Path 18 | total_timesteps 237.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.761080944563707
Path 19 | total_timesteps 251.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.76098484848485
Path 20 | total_timesteps 264.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.76025754323949
Path 21 | total_timesteps 272.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.760161575359758
Path 22 | total_timesteps 285.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.760065631705162
Path 23 | total_timesteps 298.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.759212518929834
Path 24 | total_timesteps 306.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.758990536277603
Path 25 | total_timesteps 318.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.758263941458491
Path 26 | total_timesteps 326.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.759051343509524
Path 27 | total_timesteps 346.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.758955600403633
Path 28 | total_timesteps 359.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.758607642830118
Path 29 | total_timesteps 371.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.758259773013872
Path 30 | total_timesteps 382.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.759046778464255
Path 31 | total_timesteps 402.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.758572869389813
Path 32 | total_timesteps 412.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.75847724694315
Path 33 | total_timesteps 427.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.758633728258129
Path 34 | total_timesteps 442.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.75778197857593
Path 35 | total_timesteps 449.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.757686491935484
Path 36 | total_timesteps 463.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.75759102935618
Path 37 | total_timesteps 476.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.756991685563115
Path 38 | total_timesteps 485.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.758029978586723
Path 39 | total_timesteps 508.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.758564231738035
Path 40 | total_timesteps 526.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.758090920538974
Path 41 | total_timesteps 536.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.757617728531857
Path 42 | total_timesteps 546.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.756892861639178
Path 43 | total_timesteps 554.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.75730110775428
Path 44 | total_timesteps 571.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.756702328508496
Path 45 | total_timesteps 580.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.756355398942864
Path 46 | total_timesteps 592.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.755882723040141
Path 47 | total_timesteps 602.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.755535983895319
Path 48 | total_timesteps 615.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.755063530003774
Path 49 | total_timesteps 625.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.754716981132075
Path 50 | total_timesteps 636.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.753741667714753
Path 51 | total_timesteps 644.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.754401408450704
Path 52 | total_timesteps 663.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.754180812272098
Path 53 | total_timesteps 675.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.75370882574805
Path 54 | total_timesteps 685.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.753865493400378
Path 55 | total_timesteps 700.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.753393665158372
Path 56 | total_timesteps 710.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.753173306522559
Path 57 | total_timesteps 724.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.753581301834632
Path 58 | total_timesteps 741.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.753235331071743
Path 59 | total_timesteps 752.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.752638190954773
Path 60 | total_timesteps 761.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.752166813214421
Path 61 | total_timesteps 771.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.751569957297162
Path 62 | total_timesteps 780.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.750722089664698
Path 63 | total_timesteps 789.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.75062782521346
Path 64 | total_timesteps 803.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.750031387319522
Path 65 | total_timesteps 812.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.74930956565403
Path 66 | total_timesteps 821.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.748462407430651
Path 67 | total_timesteps 829.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.748619477911646
Path 68 | total_timesteps 844.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.747898105157486
Path 69 | total_timesteps 852.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.747929736511919
Path 70 | total_timesteps 866.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.747835905156192
Path 71 | total_timesteps 879.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.747114902157552
Path 72 | total_timesteps 888.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.747021196538316
Path 73 | total_timesteps 901.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.7464258841234
Path 74 | total_timesteps 910.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.746206896551724
Path 75 | total_timesteps 922.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.74561183550652
Path 76 | total_timesteps 931.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.745267644477874
Path 77 | total_timesteps 942.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.74492353973427
Path 78 | total_timesteps 953.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.744955508209049
Path 79 | total_timesteps 967.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.74436090225564
Path 80 | total_timesteps 977.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.743891742889362
Path 81 | total_timesteps 987.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.743547982961664
Path 82 | total_timesteps 998.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.743079042966304
Path 83 | total_timesteps 1008.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.742985971943888
Path 84 | total_timesteps 1021.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.742141515341265
Path 85 | total_timesteps 1029.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.741923365890308
Path 86 | total_timesteps 1042.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.741830474521096
Path 87 | total_timesteps 1055.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.740986479719579
Path 88 | total_timesteps 1062.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.741144073100513
Path 89 | total_timesteps 1078.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.740801001251565
Path 90 | total_timesteps 1089.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.740458015267176
Path 91 | total_timesteps 1100.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.74024024024024
Path 92 | total_timesteps 1112.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.739522081821594
Path 93 | total_timesteps 1120.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.73980485364023
Path 94 | total_timesteps 1138.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.73921200750469
Path 95 | total_timesteps 1148.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.739244622311155
Path 96 | total_timesteps 1162.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.738902088283107
Path 97 | total_timesteps 1173.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.738059514878719
Path 98 | total_timesteps 1181.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.737592199024878
Path 99 | total_timesteps 1191.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.7375
Path 100 | total_timesteps 1204.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.737657792775902
Path 101 | total_timesteps 1220.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.738815296175956
Path 102 | total_timesteps 1243.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.738098213170062
Path 103 | total_timesteps 1251.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.738255872063968
Path 104 | total_timesteps 1266.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.738038725796377
Path 105 | total_timesteps 1278.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.73757182113415
Path 106 | total_timesteps 1288.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.737105033096041
Path 107 | total_timesteps 1298.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.736763236763236
Path 108 | total_timesteps 1309.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.735922087651392
Path 109 | total_timesteps 1316.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.73558052434457
Path 110 | total_timesteps 1328.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.735988016477343
Path 111 | total_timesteps 1345.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.735646530204694
Path 112 | total_timesteps 1356.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.735055534756022
Path 113 | total_timesteps 1366.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.735088594958823
Path 114 | total_timesteps 1380.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.73512164691204
Path 115 | total_timesteps 1394.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.734905189620758
Path 116 | total_timesteps 1406.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.73468878632905
Path 117 | total_timesteps 1418.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.734721875779496
Path 118 | total_timesteps 1432.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.734380845491957
Path 119 | total_timesteps 1443.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.733915211970075
Path 120 | total_timesteps 1453.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.733574367285875
Path 121 | total_timesteps 1464.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.733358264771878
Path 122 | total_timesteps 1476.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.732643649507665
Path 123 | total_timesteps 1484.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.732676969092722
Path 124 | total_timesteps 1498.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.73196261682243
Path 125 | total_timesteps 1507.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.732369798155993
Path 126 | total_timesteps 1524.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.731531082596238
Path 127 | total_timesteps 1532.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.731564524165421
Path 128 | total_timesteps 1546.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.731348860381118
Path 129 | total_timesteps 1558.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.73150684931507
Path 130 | total_timesteps 1573.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.730917693935998
Path 131 | total_timesteps 1582.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.730951195219124
Path 132 | total_timesteps 1597.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.731233661147765
Path 133 | total_timesteps 1613.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.73226288274832
Path 134 | total_timesteps 1635.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.731549471064094
Path 135 | total_timesteps 1643.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.73145843703335
Path 136 | total_timesteps 1656.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.731616274729376
Path 137 | total_timesteps 1672.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.731898482209505
Path 138 | total_timesteps 1688.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.731309864410996
Path 139 | total_timesteps 1698.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.731716417910448
Path 140 | total_timesteps 1716.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.731749782365377
Path 141 | total_timesteps 1730.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.731410096990798
Path 142 | total_timesteps 1741.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.73107049608355
Path 143 | total_timesteps 1752.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.730482347091
Path 144 | total_timesteps 1761.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.731261653200745
Path 145 | total_timesteps 1781.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.731543624161073
Path 146 | total_timesteps 1797.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.73257114452591
Path 147 | total_timesteps 1819.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.732728628230616
Path 148 | total_timesteps 1834.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.73226487762455
Path 149 | total_timesteps 1845.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.733291925465839
Path 150 | total_timesteps 1867.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.73295242826978
Path 151 | total_timesteps 1878.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.7326130153999
Path 152 | total_timesteps 1889.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.732770396125668
Path 153 | total_timesteps 1904.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.73342438539856
Path 154 | total_timesteps 1924.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.732712600869025
Path 155 | total_timesteps 1932.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.732497517378352
Path 156 | total_timesteps 1944.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.731786024574903
Path 157 | total_timesteps 1952.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.732688011913627
Path 158 | total_timesteps 1973.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.73234892666584
Path 159 | total_timesteps 1984.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.731389578163771
Path 160 | total_timesteps 1990.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.730802629946657
Path 161 | total_timesteps 1999.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.73021582733813
Path 162 | total_timesteps 2009.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.730001240233165
Path 163 | total_timesteps 2021.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.729786706349206
Path 164 | total_timesteps 2033.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.729448233106014
Path 165 | total_timesteps 2045.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.72923382097694
Path 166 | total_timesteps 2057.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.728895500185942
Path 167 | total_timesteps 2068.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.728805156172534
Path 168 | total_timesteps 2081.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.728219110174743
Path 169 | total_timesteps 2090.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.728376703841388
Path 170 | total_timesteps 2105.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.728038656919836
Path 171 | total_timesteps 2116.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.727576808721507
Path 172 | total_timesteps 2126.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.727115074941162
Path 173 | total_timesteps 2136.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.726777309883577
Path 174 | total_timesteps 2147.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.726191950464397
Path 175 | total_timesteps 2156.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.725482912332838
Path 176 | total_timesteps 2164.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.72502166646032
Path 177 | total_timesteps 2175.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.724560534785837
Path 178 | total_timesteps 2185.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.72372818418121
Path 179 | total_timesteps 2192.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.723514851485149
Path 180 | total_timesteps 2204.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.722930330404653
Path 181 | total_timesteps 2214.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.723088344469192
Path 182 | total_timesteps 2230.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.723370035877767
Path 183 | total_timesteps 2246.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.723527956457199
Path 184 | total_timesteps 2261.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.723685837971551
Path 185 | total_timesteps 2276.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.722854316101904
Path 186 | total_timesteps 2283.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.722270310374675
Path 187 | total_timesteps 2292.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.722181008902076
Path 188 | total_timesteps 2306.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.72159723080727
Path 189 | total_timesteps 2315.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.721384425216316
Path 190 | total_timesteps 2327.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.720924483994562
Path 191 | total_timesteps 2337.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.721700444883837
Path 192 | total_timesteps 2357.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.722229086865193
Path 193 | total_timesteps 2375.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.722510501606129
Path 194 | total_timesteps 2391.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.722421247683755
Path 195 | total_timesteps 2404.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.721961462450594
Path 196 | total_timesteps 2414.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.721131283191305
Path 197 | total_timesteps 2421.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.722153618177328
Path 198 | total_timesteps 2444.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.721694036300779
Path 199 | total_timesteps 2454.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.721975308641975
Path 200 | total_timesteps 2470.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.721268979138378
Path 201 | total_timesteps 2478.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.720933102937547
Path 202 | total_timesteps 2489.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.720103665309145
Path 203 | total_timesteps 2496.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.719397828232971
Path 204 | total_timesteps 2505.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.71943244910549
Path 205 | total_timesteps 2519.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.719220330619294
Path 206 | total_timesteps 2531.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.718391513506846
Path 207 | total_timesteps 2538.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.718302910705477
Path 208 | total_timesteps 2551.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.718091009988902
Path 209 | total_timesteps 2563.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.717262638717633
Path 210 | total_timesteps 2571.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.717420786586118
Path 211 | total_timesteps 2586.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.718318540433925
Path 212 | total_timesteps 2607.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.71773696536423
Path 213 | total_timesteps 2616.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.717032289869362
Path 214 | total_timesteps 2624.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.716574245224892
Path 215 | total_timesteps 2634.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.715746673238048
Path 216 | total_timesteps 2643.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.715165701613897
Path 217 | total_timesteps 2652.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.714708056171471
Path 218 | total_timesteps 2662.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.714496859219116
Path 219 | total_timesteps 2674.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.713793103448277
Path 220 | total_timesteps 2682.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.712966383450315
Path 221 | total_timesteps 2689.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.712016744644176
Path 222 | total_timesteps 2696.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.712913948048751
Path 223 | total_timesteps 2717.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.71344165435746
Path 224 | total_timesteps 2735.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.712984615384615
Path 225 | total_timesteps 2745.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.712773812453852
Path 226 | total_timesteps 2757.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.712440014765596
Path 227 | total_timesteps 2769.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.711614173228346
Path 228 | total_timesteps 2777.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.712387747570427
Path 229 | total_timesteps 2797.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.712423124231242
Path 230 | total_timesteps 2811.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.71172057557496
Path 231 | total_timesteps 2820.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.71089522872602
Path 232 | total_timesteps 2828.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.710070084839543
Path 233 | total_timesteps 2835.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.70985984755348
Path 234 | total_timesteps 2847.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.709035033804549
Path 235 | total_timesteps 2854.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.708579154375615
Path 236 | total_timesteps 2865.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.708614968661669
Path 237 | total_timesteps 2879.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.707913492258541
Path 238 | total_timesteps 2887.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.707457918663227
Path 239 | total_timesteps 2897.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.707739557739558
Path 240 | total_timesteps 2913.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.7080211276256
Path 241 | total_timesteps 2930.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.707688528617048
Path 242 | total_timesteps 2942.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.707356011298048
Path 243 | total_timesteps 2953.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.708128683693516
Path 244 | total_timesteps 2973.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.70742786985881
Path 245 | total_timesteps 2981.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.706727228087406
Path 246 | total_timesteps 2989.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.706763225727261
Path 247 | total_timesteps 3004.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.706553755522828
Path 248 | total_timesteps 3016.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.706712480058902
Path 249 | total_timesteps 3031.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.706625766871166
Path 250 | total_timesteps 3044.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.705802968960864
Path 251 | total_timesteps 3052.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.705225711481845
Path 252 | total_timesteps 3062.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.704403287133571
Path 253 | total_timesteps 3069.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.704071621290165
Path 254 | total_timesteps 3080.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.704230533415084
Path 255 | total_timesteps 3095.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.703776360961255
Path 256 | total_timesteps 3105.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.702954517592252
Path 257 | total_timesteps 3114.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.702378033831822
Path 258 | total_timesteps 3123.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.701924255423458
Path 259 | total_timesteps 3133.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.702205882352942
Path 260 | total_timesteps 3149.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.702364906261488
Path 261 | total_timesteps 3165.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.702033815241363
Path 262 | total_timesteps 3176.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.701947813303933
Path 263 | total_timesteps 3189.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.701126898579128
Path 264 | total_timesteps 3196.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.700428658909981
Path 265 | total_timesteps 3204.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.699975508204751
Path 266 | total_timesteps 3214.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.699400024488796
Path 267 | total_timesteps 3225.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.699681684622918
Path 268 | total_timesteps 3242.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.699718447790428
Path 269 | total_timesteps 3257.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.700734394124847
Path 270 | total_timesteps 3279.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.7004038673357
Path 271 | total_timesteps 3290.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.699706314243759
Path 272 | total_timesteps 3298.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.699131285941515
Path 273 | total_timesteps 3307.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.698434059212136
Path 274 | total_timesteps 3315.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.69834862385321
Path 275 | total_timesteps 3328.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.69850782778865
Path 276 | total_timesteps 3343.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.69768863886511
Path 277 | total_timesteps 3350.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.697358767424799
Path 278 | total_timesteps 3361.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.69690671231202
Path 279 | total_timesteps 3371.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.696699266503668
Path 280 | total_timesteps 3383.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.69624740251803
Path 281 | total_timesteps 3394.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.695673429479346
Path 282 | total_timesteps 3403.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.695221801295368
Path 283 | total_timesteps 3413.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.69489247311828
Path 284 | total_timesteps 3424.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.694929749541846
Path 285 | total_timesteps 3438.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.694600537503055
Path 286 | total_timesteps 3449.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.693904971295957
Path 287 | total_timesteps 3457.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.693698094772838
Path 288 | total_timesteps 3469.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.69410184393699
Path 289 | total_timesteps 3486.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.694261294261294
Path 290 | total_timesteps 3502.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.694420705652545
Path 291 | total_timesteps 3517.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.69482421875
Path 292 | total_timesteps 3534.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.69412913462712
Path 293 | total_timesteps 3542.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.693800341713448
Path 294 | total_timesteps 3553.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.693349603416717
Path 295 | total_timesteps 3564.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.693142996583699
Path 296 | total_timesteps 3576.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.692570452604611
Path 297 | total_timesteps 3585.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.691998048304464
Path 298 | total_timesteps 3594.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.691669715819001
Path 299 | total_timesteps 3605.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.690731707317074
Path 300 | total_timesteps 3611.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.690159736617487
Path 301 | total_timesteps 3621.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.68958790538893
Path 302 | total_timesteps 3630.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.691698159210045
Path 303 | total_timesteps 3661.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.692223305704534
Path 304 | total_timesteps 3679.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.692626447288239
Path 305 | total_timesteps 3696.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.69229831830368
Path 306 | total_timesteps 3707.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.692457658096746
Path 307 | total_timesteps 3723.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.692251461988304
Path 308 | total_timesteps 3736.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.69180168108174
Path 309 | total_timesteps 3748.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.691595615103532
Path 310 | total_timesteps 3760.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.691024235781269
Path 311 | total_timesteps 3769.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.690209449585971
Path 312 | total_timesteps 3777.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.691708267380982
Path 313 | total_timesteps 3803.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.692111029948867
Path 314 | total_timesteps 3820.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.6915398660986
Path 315 | total_timesteps 3830.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.69072541382668
Path 316 | total_timesteps 3838.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.690519654375077
Path 317 | total_timesteps 3850.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.691530786079339
Path 318 | total_timesteps 3872.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.691324978707872
Path 319 | total_timesteps 3884.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.690754257907543
Path 320 | total_timesteps 3893.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.690670234764626
Path 321 | total_timesteps 3906.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.692045730965702
Path 322 | total_timesteps 3931.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.69366411285419
Path 323 | total_timesteps 3958.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.693822957198444
Path 324 | total_timesteps 3973.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.693252279635258
Path 325 | total_timesteps 3982.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.693289569657184
Path 326 | total_timesteps 3996.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.692354442688709
Path 327 | total_timesteps 4003.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.692148760330578
Path 328 | total_timesteps 4015.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.69182160651355
Path 329 | total_timesteps 4026.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.691737545565006
Path 330 | total_timesteps 4040.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.690924553517192
Path 331 | total_timesteps 4047.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.690962099125365
Path 332 | total_timesteps 4062.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.690756710798007
Path 333 | total_timesteps 4074.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.692008744231236
Path 334 | total_timesteps 4098.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.693260473588342
Path 335 | total_timesteps 4122.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.693661971830986
Path 336 | total_timesteps 4139.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.693334952045648
Path 337 | total_timesteps 4151.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.693129400339888
Path 338 | total_timesteps 4163.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.692681150625075
Path 339 | total_timesteps 4173.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.692111650485437
Path 340 | total_timesteps 4182.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.692027666545322
Path 341 | total_timesteps 4195.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.692307692307692
Path 342 | total_timesteps 4211.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.691495814630596
Path 343 | total_timesteps 4219.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.690926734594857
Path 344 | total_timesteps 4228.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.690964220739842
Path 345 | total_timesteps 4242.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.691001697792869
Path 346 | total_timesteps 4256.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.691160421971626
Path 347 | total_timesteps 4272.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.691319107662464
Path 348 | total_timesteps 4287.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.69075039398715
Path 349 | total_timesteps 4296.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.690424242424243
Path 350 | total_timesteps 4307.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.689976972488184
Path 351 | total_timesteps 4317.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.689650993698498
Path 352 | total_timesteps 4328.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.689930934205744
Path 353 | total_timesteps 4344.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.689605039980615
Path 354 | total_timesteps 4355.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.690006056935191
Path 355 | total_timesteps 4373.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.689437984496124
Path 356 | total_timesteps 4382.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.688870049654838
Path 357 | total_timesteps 4391.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.688181157665294
Path 358 | total_timesteps 4399.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.687492432497882
Path 359 | total_timesteps 4407.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.687167070217917
Path 360 | total_timesteps 4418.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.68744704030989
Path 361 | total_timesteps 4434.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.688090050835148
Path 362 | total_timesteps 4453.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.687280648674815
Path 363 | total_timesteps 4460.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.686834462729912
Path 364 | total_timesteps 4470.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.686267392619479
Path 365 | total_timesteps 4479.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.685579482216308
Path 366 | total_timesteps 4488.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.686101366880369
Path 367 | total_timesteps 4506.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.686139332365748
Path 368 | total_timesteps 4520.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.686056355061071
Path 369 | total_timesteps 4533.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.685489721886336
Path 370 | total_timesteps 4542.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.685044130093097
Path 371 | total_timesteps 4552.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.685323984526113
Path 372 | total_timesteps 4570.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.68475764535235
Path 373 | total_timesteps 4579.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.684312303601644
Path 374 | total_timesteps 4589.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.683987915407855
Path 375 | total_timesteps 4600.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.683542774287096
Path 376 | total_timesteps 4610.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.683943457774555
Path 377 | total_timesteps 4628.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.683256825320125
Path 378 | total_timesteps 4636.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.683053508877883
Path 379 | total_timesteps 4648.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.682608695652174
Path 380 | total_timesteps 4658.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.682888540031398
Path 381 | total_timesteps 4674.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.682443854141512
Path 382 | total_timesteps 4684.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.684413859712665
Path 383 | total_timesteps 4714.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.684814099468856
Path 384 | total_timesteps 4732.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.684248642124322
Path 385 | total_timesteps 4741.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.68452811972001
Path 386 | total_timesteps 4757.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.684083504283818
Path 387 | total_timesteps 4767.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.684966216216216
Path 388 | total_timesteps 4788.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.685728073350223
Path 389 | total_timesteps 4808.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.684921592279855
Path 390 | total_timesteps 4815.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.684477143890966
Path 391 | total_timesteps 4825.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.6856005788712
Path 392 | total_timesteps 4848.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.685759073917762
Path 393 | total_timesteps 4863.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.6851941162286
Path 394 | total_timesteps 4872.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.685111512959613
Path 395 | total_timesteps 4885.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.68466730954677
Path 396 | total_timesteps 4895.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.684343738700735
Path 397 | total_timesteps 4906.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.684261267775367
Path 398 | total_timesteps 4919.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.683576334498133
Path 399 | total_timesteps 4927.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.68301204819277
Path 400 | total_timesteps 4936.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.682929767497892
Path 401 | total_timesteps 4950.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.68236569501325
Path 402 | total_timesteps 4959.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.68192219679634
Path 403 | total_timesteps 4969.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.681960500963392
Path 404 | total_timesteps 4983.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.683202889825406
Path 405 | total_timesteps 5008.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.682518661208764
Path 406 | total_timesteps 5016.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.682316118935837
Path 407 | total_timesteps 5028.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.682233991333653
Path 408 | total_timesteps 5041.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.681670477795162
Path 409 | total_timesteps 5050.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.681107099879663
Path 410 | total_timesteps 5059.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.682108049572856
Path 411 | total_timesteps 5081.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.682507218479307
Path 412 | total_timesteps 5098.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.682665704318538
Path 413 | total_timesteps 5113.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.682222756795767
Path 414 | total_timesteps 5123.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.682621767889357
Path 415 | total_timesteps 5140.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.681697931697931
Path 416 | total_timesteps 5146.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.6816159672959
Path 417 | total_timesteps 5159.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.681173358980525
Path 418 | total_timesteps 5170.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.680851063829786
Path 419 | total_timesteps 5181.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.68125
Path 420 | total_timesteps 5199.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.681047950967432
Path 421 | total_timesteps 5211.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.680365296803654
Path 422 | total_timesteps 5219.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.679802955665025
Path 423 | total_timesteps 5228.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.680081691494474
Path 424 | total_timesteps 5244.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.68012012012012
Path 425 | total_timesteps 5258.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.679798222435743
Path 426 | total_timesteps 5269.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.6797165846043
Path 427 | total_timesteps 5283.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.680715658021134
Path 428 | total_timesteps 5307.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.680393804778484
Path 429 | total_timesteps 5318.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.680432172869148
Path 430 | total_timesteps 5332.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.68047053174889
Path 431 | total_timesteps 5346.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.679908785405665
Path 432 | total_timesteps 5356.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.679227169086763
Path 433 | total_timesteps 5364.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.679745620350372
Path 434 | total_timesteps 5383.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.679784043191361
Path 435 | total_timesteps 5397.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.679942418426103
Path 436 | total_timesteps 5412.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.67962096677462
Path 437 | total_timesteps 5423.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.68025905492924
Path 438 | total_timesteps 5442.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.681016908502219
Path 439 | total_timesteps 5463.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.68201438848921
Path 440 | total_timesteps 5485.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.681692842584821
Path 441 | total_timesteps 5496.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.681850875089907
Path 442 | total_timesteps 5511.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.68140956490471
Path 443 | total_timesteps 5522.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.680728667305848
Path 444 | total_timesteps 5530.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.680407429598562
Path 445 | total_timesteps 5541.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.68080517613228
Path 446 | total_timesteps 5558.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.681083023840902
Path 447 | total_timesteps 5575.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.680642069956876
Path 448 | total_timesteps 5585.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.679961672056534
Path 449 | total_timesteps 5593.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.680359281437125
Path 450 | total_timesteps 5610.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.67967908034966
Path 451 | total_timesteps 5618.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.679597701149426
Path 452 | total_timesteps 5631.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.67915718903388
Path 453 | total_timesteps 5641.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.679674407469475
Path 454 | total_timesteps 5659.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.67899461400359
Path 455 | total_timesteps 5667.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.678314983245572
Path 456 | total_timesteps 5676.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.679789398109369
Path 457 | total_timesteps 5702.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.67910983488873
Path 458 | total_timesteps 5710.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.678430434262472
Path 459 | total_timesteps 5719.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.678468899521532
Path 460 | total_timesteps 5733.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.677550532232987
Path 461 | total_timesteps 5740.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.677708682133462
Path 462 | total_timesteps 5756.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.67714934831998
Path 463 | total_timesteps 5765.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.676470588235293
Path 464 | total_timesteps 5773.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.676031081888823
Path 465 | total_timesteps 5784.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.675591680612001
Path 466 | total_timesteps 5795.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.675271901517867
Path 467 | total_timesteps 5806.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.676027724665392
Path 468 | total_timesteps 5826.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.676544390010754
Path 469 | total_timesteps 5844.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.675746714456391
Path 470 | total_timesteps 5851.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.67590490980767
Path 471 | total_timesteps 5866.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.676540850453893
Path 472 | total_timesteps 5885.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.676101755643138
Path 473 | total_timesteps 5895.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.675543348459518
Path 474 | total_timesteps 5904.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.676537313432835
Path 475 | total_timesteps 5927.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.676575931232092
Path 476 | total_timesteps 5942.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.676972663244598
Path 477 | total_timesteps 5959.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.677011219861543
Path 478 | total_timesteps 5973.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.6765723833393
Path 479 | total_timesteps 5983.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.676014319809068
Path 480 | total_timesteps 5992.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.675695024460088
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.76    |
| Iteration     | 19       |
| MaximumReturn | 3.4      |
| MinimumReturn | -18.1    |
| TotalSamples  | 84078    |
----------------------------
itr #20 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.33644866943359375
Validation loss = 0.34255537390708923
Validation loss = 0.3419249951839447
Validation loss = 0.34416937828063965
Validation loss = 0.346076637506485
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.33664241433143616
Validation loss = 0.3390072286128998
Validation loss = 0.3404168486595154
Validation loss = 0.34535372257232666
Validation loss = 0.3467346131801605
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 11
average number of affinization = 12.675495108565975
Path 1 | total_timesteps 12.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.67529524036741
Path 2 | total_timesteps 24.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.67593034351145
Path 3 | total_timesteps 44.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.675491949910555
Path 4 | total_timesteps 54.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.67517290722633
Path 5 | total_timesteps 65.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.675688565637296
Path 6 | total_timesteps 83.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.675131139723414
Path 7 | total_timesteps 92.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.675050661580642
Path 8 | total_timesteps 105.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.674493444576877
Path 9 | total_timesteps 114.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.674055535693004
Path 10 | total_timesteps 124.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.673379408960916
Path 11 | total_timesteps 132.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.672703443345645
Path 12 | total_timesteps 140.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.672265904217298
Path 13 | total_timesteps 150.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.672424061941632
Path 14 | total_timesteps 167.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.672105764649833
Path 15 | total_timesteps 178.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.67154936286769
Path 16 | total_timesteps 187.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.671112169564182
Path 17 | total_timesteps 197.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.671032265745922
Path 18 | total_timesteps 210.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.670595238095238
Path 19 | total_timesteps 220.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.670991548625164
Path 20 | total_timesteps 237.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.670792668412282
Path 21 | total_timesteps 249.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.670236820183268
Path 22 | total_timesteps 258.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.66956211327939
Path 23 | total_timesteps 267.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.669244497323023
Path 24 | total_timesteps 278.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.669521770164168
Path 25 | total_timesteps 294.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.669323183061735
Path 26 | total_timesteps 306.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.668529971455756
Path 27 | total_timesteps 313.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.667855868712094
Path 28 | total_timesteps 321.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.668014268727704
Path 29 | total_timesteps 336.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.667221495660444
Path 30 | total_timesteps 343.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.666666666666666
Path 31 | total_timesteps 352.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.666349696897658
Path 32 | total_timesteps 363.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.665438554789636
Path 33 | total_timesteps 369.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.665121806298277
Path 34 | total_timesteps 380.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.665399239543726
Path 35 | total_timesteps 396.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.665082570987288
Path 36 | total_timesteps 407.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.665241149916845
Path 37 | total_timesteps 422.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.665280912222354
Path 38 | total_timesteps 436.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.665083135391924
Path 39 | total_timesteps 448.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.664529153307209
Path 40 | total_timesteps 458.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.664331512704821
Path 41 | total_timesteps 471.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.663659028849578
Path 42 | total_timesteps 479.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.663342830009496
Path 43 | total_timesteps 490.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.6626706231454
Path 44 | total_timesteps 499.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.662235936387372
Path 45 | total_timesteps 509.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.661682686602587
Path 46 | total_timesteps 518.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.661129568106313
Path 47 | total_timesteps 527.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.66057658085182
Path 48 | total_timesteps 536.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.659905100830368
Path 49 | total_timesteps 544.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.659115170205196
Path 50 | total_timesteps 551.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.659511385199242
Path 51 | total_timesteps 568.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.659433179177043
Path 52 | total_timesteps 581.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.658880720891629
Path 53 | total_timesteps 590.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.658684054534676
Path 54 | total_timesteps 602.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.658961593172119
Path 55 | total_timesteps 618.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.65959464264549
Path 56 | total_timesteps 637.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.65904242711543
Path 57 | total_timesteps 648.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.65931982462377
Path 58 | total_timesteps 664.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.658767772511847
Path 59 | total_timesteps 673.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.658097381826797
Path 60 | total_timesteps 682.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.657664060649136
Path 61 | total_timesteps 692.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.657467724742391
Path 62 | total_timesteps 704.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.656916153481761
Path 63 | total_timesteps 713.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.656127886323269
Path 64 | total_timesteps 720.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.655576604309733
Path 65 | total_timesteps 729.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.654907067597964
Path 66 | total_timesteps 738.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.655303030303031
Path 67 | total_timesteps 755.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.654752041661736
Path 68 | total_timesteps 764.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.654437869822486
Path 69 | total_timesteps 775.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.654123772334636
Path 70 | total_timesteps 786.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.653809749171794
Path 71 | total_timesteps 798.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.6532591979179
Path 72 | total_timesteps 807.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.653536787319611
Path 73 | total_timesteps 824.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.653222945002957
Path 74 | total_timesteps 835.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.653618732261116
Path 75 | total_timesteps 852.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.654723897363132
Path 76 | total_timesteps 876.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.654764719791913
Path 77 | total_timesteps 890.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.654805532568862
Path 78 | total_timesteps 904.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.654373522458629
Path 79 | total_timesteps 915.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.653823425127053
Path 80 | total_timesteps 924.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.65315528243914
Path 81 | total_timesteps 933.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.652487297648587
Path 82 | total_timesteps 941.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.651937618147448
Path 83 | total_timesteps 950.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.652215002953337
Path 84 | total_timesteps 966.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.651665485471296
Path 85 | total_timesteps 976.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.651352308964213
Path 86 | total_timesteps 987.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.650803023145961
Path 87 | total_timesteps 996.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.65037194473964
Path 88 | total_timesteps 1006.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.650413223140497
Path 89 | total_timesteps 1020.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.649864242710423
Path 90 | total_timesteps 1029.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.649197355996224
Path 91 | total_timesteps 1037.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.649356780361147
Path 92 | total_timesteps 1052.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.650106207222091
Path 93 | total_timesteps 1072.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.650029498525074
Path 94 | total_timesteps 1085.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.649952807928267
Path 95 | total_timesteps 1099.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.64964020290197
Path 96 | total_timesteps 1110.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.64897381457891
Path 97 | total_timesteps 1118.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.64842552187758
Path 98 | total_timesteps 1127.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.647877358490566
Path 99 | total_timesteps 1136.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.647329324372127
Path 100 | total_timesteps 1145.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.647488799811365
Path 101 | total_timesteps 1160.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.648001886125192
Path 102 | total_timesteps 1178.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.647336162187647
Path 103 | total_timesteps 1188.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.647495580436063
Path 104 | total_timesteps 1203.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.647065755361773
Path 105 | total_timesteps 1213.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.646636031577707
Path 106 | total_timesteps 1223.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.64667766258247
Path 107 | total_timesteps 1237.
number of affinization with epsilon = 3 is 44
average number of affinization = 12.650371068441512
Path 108 | total_timesteps 1283.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.650058892815077
Path 109 | total_timesteps 1294.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.649629018961253
Path 110 | total_timesteps 1304.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.649317004239284
Path 111 | total_timesteps 1315.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.648651830919581
Path 112 | total_timesteps 1323.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.647986814221804
Path 113 | total_timesteps 1331.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.64802825191289
Path 114 | total_timesteps 1345.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.647245762711865
Path 115 | total_timesteps 1353.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.64787572084265
Path 116 | total_timesteps 1374.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.647211108496117
Path 117 | total_timesteps 1382.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.646781974349924
Path 118 | total_timesteps 1392.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.646235294117647
Path 119 | total_timesteps 1401.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.646041642159746
Path 120 | total_timesteps 1414.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.647847565278758
Path 121 | total_timesteps 1444.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.648006585910855
Path 122 | total_timesteps 1459.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.648283160865475
Path 123 | total_timesteps 1475.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.647736625514403
Path 124 | total_timesteps 1485.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.647190218669175
Path 125 | total_timesteps 1494.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.646879040789937
Path 126 | total_timesteps 1505.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.64680300893277
Path 127 | total_timesteps 1518.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.646491949700318
Path 128 | total_timesteps 1529.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.645828437132785
Path 129 | total_timesteps 1537.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.645400070497004
Path 130 | total_timesteps 1547.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.645089285714286
Path 131 | total_timesteps 1558.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.644896041348526
Path 132 | total_timesteps 1570.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.644350481559783
Path 133 | total_timesteps 1579.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.644157369348209
Path 134 | total_timesteps 1591.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.643964302489431
Path 135 | total_timesteps 1603.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.644123517670542
Path 136 | total_timesteps 1618.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.643343507865696
Path 137 | total_timesteps 1626.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.643267989200611
Path 138 | total_timesteps 1639.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.642723004694835
Path 139 | total_timesteps 1649.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.642882290810938
Path 140 | total_timesteps 1664.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.64268950950481
Path 141 | total_timesteps 1676.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.64191012554265
Path 142 | total_timesteps 1683.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.641600187705302
Path 143 | total_timesteps 1694.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.642111436950147
Path 144 | total_timesteps 1713.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.641801548205489
Path 145 | total_timesteps 1724.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.64113990852586
Path 146 | total_timesteps 1732.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.64094746716698
Path 147 | total_timesteps 1744.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.641458553171532
Path 148 | total_timesteps 1763.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.642438452520516
Path 149 | total_timesteps 1785.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.643300902590552
Path 150 | total_timesteps 1806.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.642756680731365
Path 151 | total_timesteps 1815.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.642212586429157
Path 152 | total_timesteps 1824.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.641785797984532
Path 153 | total_timesteps 1834.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.641124780316344
Path 154 | total_timesteps 1843.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.640698219306467
Path 155 | total_timesteps 1853.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.640271758228886
Path 156 | total_timesteps 1863.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.639494026704146
Path 157 | total_timesteps 1871.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.639184916266542
Path 158 | total_timesteps 1883.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.638524590163934
Path 159 | total_timesteps 1891.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.638566912539515
Path 160 | total_timesteps 1905.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.637906813392648
Path 161 | total_timesteps 1913.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.638417417768933
Path 162 | total_timesteps 1931.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.638108614232209
Path 163 | total_timesteps 1942.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.637682855471036
Path 164 | total_timesteps 1953.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.637023168733911
Path 165 | total_timesteps 1962.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.637299637299638
Path 166 | total_timesteps 1979.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.637342068320075
Path 167 | total_timesteps 1993.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.637033571177916
Path 168 | total_timesteps 2004.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.63812865497076
Path 169 | total_timesteps 2028.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.637352356449538
Path 170 | total_timesteps 2035.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.63797942001871
Path 171 | total_timesteps 2054.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.637787910674618
Path 172 | total_timesteps 2067.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.637947159223755
Path 173 | total_timesteps 2082.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.638807714786674
Path 174 | total_timesteps 2103.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.63908368396447
Path 175 | total_timesteps 2119.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.640060768961085
Path 176 | total_timesteps 2142.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.639869128301005
Path 177 | total_timesteps 2155.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.640028040658956
Path 178 | total_timesteps 2170.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.640303738317757
Path 179 | total_timesteps 2187.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.639644901296577
Path 180 | total_timesteps 2195.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.639453398738613
Path 181 | total_timesteps 2207.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.63891159640313
Path 182 | total_timesteps 2217.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.639420831387202
Path 183 | total_timesteps 2236.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.640396964389959
Path 184 | total_timesteps 2259.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.639621760448284
Path 185 | total_timesteps 2266.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.639547099334656
Path 186 | total_timesteps 2279.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.639472455648926
Path 187 | total_timesteps 2292.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.639864628311354
Path 188 | total_timesteps 2309.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.63943990665111
Path 189 | total_timesteps 2319.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.639015284097539
Path 190 | total_timesteps 2329.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.63905739617359
Path 191 | total_timesteps 2343.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.638749562580193
Path 192 | total_timesteps 2354.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.638208537438768
Path 193 | total_timesteps 2363.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.637900874635568
Path 194 | total_timesteps 2374.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.637476679104477
Path 195 | total_timesteps 2384.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.636702809840271
Path 196 | total_timesteps 2391.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.635812543716485
Path 197 | total_timesteps 2398.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.635039048840191
Path 198 | total_timesteps 2405.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.634965034965035
Path 199 | total_timesteps 2418.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.63489103834052
Path 200 | total_timesteps 2431.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.63458401305057
Path 201 | total_timesteps 2443.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.634277059303274
Path 202 | total_timesteps 2454.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.634203168685927
Path 203 | total_timesteps 2467.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.634362259755388
Path 204 | total_timesteps 2482.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.633706033077102
Path 205 | total_timesteps 2490.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.633282869453826
Path 206 | total_timesteps 2500.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.63344201210992
Path 207 | total_timesteps 2515.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.63325183374083
Path 208 | total_timesteps 2527.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.633993015133877
Path 209 | total_timesteps 2548.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.633453614247468
Path 210 | total_timesteps 2557.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.633147113594042
Path 211 | total_timesteps 2568.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.633073431863144
Path 212 | total_timesteps 2581.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.63404700954154
Path 213 | total_timesteps 2603.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.633507853403142
Path 214 | total_timesteps 2612.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.633317822242903
Path 215 | total_timesteps 2624.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.632895195998604
Path 216 | total_timesteps 2634.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.63247266806234
Path 217 | total_timesteps 2644.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.632166530991976
Path 218 | total_timesteps 2656.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.632209302325581
Path 219 | total_timesteps 2670.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.63236832926404
Path 220 | total_timesteps 2685.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.631829807021623
Path 221 | total_timesteps 2696.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.631291409973265
Path 222 | total_timesteps 2705.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.631450488145049
Path 223 | total_timesteps 2721.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.63114468332365
Path 224 | total_timesteps 2732.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.63141993957704
Path 225 | total_timesteps 2749.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.631462762867434
Path 226 | total_timesteps 2763.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.630692379182156
Path 227 | total_timesteps 2770.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.63038680450691
Path 228 | total_timesteps 2781.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.629849012775843
Path 229 | total_timesteps 2790.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.630588781790733
Path 230 | total_timesteps 2810.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.630631676730143
Path 231 | total_timesteps 2824.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.630210147451526
Path 232 | total_timesteps 2834.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.630601346644996
Path 233 | total_timesteps 2851.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.629947765525246
Path 234 | total_timesteps 2859.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.630338904363974
Path 235 | total_timesteps 2876.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.62968550539631
Path 236 | total_timesteps 2884.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.629380366674402
Path 237 | total_timesteps 2896.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.629307344239471
Path 238 | total_timesteps 2909.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.628886310904873
Path 239 | total_timesteps 2920.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.628233383598191
Path 240 | total_timesteps 2928.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.627696590118301
Path 241 | total_timesteps 2937.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.627275890061464
Path 242 | total_timesteps 2947.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.62708719851577
Path 243 | total_timesteps 2959.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.626550724637681
Path 244 | total_timesteps 2968.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.62589844655692
Path 245 | total_timesteps 2976.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.625362234844093
Path 246 | total_timesteps 2985.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.624942049142327
Path 247 | total_timesteps 2995.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.62452196082976
Path 248 | total_timesteps 3005.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.624101969872537
Path 249 | total_timesteps 3016.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.623566214807092
Path 250 | total_timesteps 3025.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.623146431881372
Path 251 | total_timesteps 3036.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.62249507703
Path 252 | total_timesteps 3044.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.622770442436877
Path 253 | total_timesteps 3060.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.622235089751014
Path 254 | total_timesteps 3070.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.621584066697546
Path 255 | total_timesteps 3078.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.621280537223573
Path 256 | total_timesteps 3089.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.620745542949757
Path 257 | total_timesteps 3098.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.621483968051859
Path 258 | total_timesteps 3118.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.620949074074074
Path 259 | total_timesteps 3127.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.620414303900011
Path 260 | total_timesteps 3136.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.61976394353159
Path 261 | total_timesteps 3145.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.619692236491959
Path 262 | total_timesteps 3158.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.619157797316058
Path 263 | total_timesteps 3167.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.618392134181608
Path 264 | total_timesteps 3174.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.620633819107102
Path 265 | total_timesteps 3207.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.621024632820632
Path 266 | total_timesteps 3224.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.620490286771508
Path 267 | total_timesteps 3233.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.619956064284889
Path 268 | total_timesteps 3242.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.620578034682081
Path 269 | total_timesteps 3262.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.621893422725696
Path 270 | total_timesteps 3287.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.62135922330097
Path 271 | total_timesteps 3296.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.621634115335722
Path 272 | total_timesteps 3312.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.622486711347355
Path 273 | total_timesteps 3335.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.62310803004044
Path 274 | total_timesteps 3354.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.622342883548983
Path 275 | total_timesteps 3362.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.623772669515999
Path 276 | total_timesteps 3388.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.623123123123124
Path 277 | total_timesteps 3397.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.622473726758287
Path 278 | total_timesteps 3406.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.62228637413395
Path 279 | total_timesteps 3418.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.622329984990186
Path 280 | total_timesteps 3433.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.621796351881782
Path 281 | total_timesteps 3442.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.622301743045135
Path 282 | total_timesteps 3461.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.621883656509695
Path 283 | total_timesteps 3471.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.621465666474322
Path 284 | total_timesteps 3481.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.621509346872836
Path 285 | total_timesteps 3496.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.621091496480904
Path 286 | total_timesteps 3506.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.621481310567605
Path 287 | total_timesteps 3524.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.621178913369478
Path 288 | total_timesteps 3535.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.620876585928489
Path 289 | total_timesteps 3546.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.620574328220505
Path 290 | total_timesteps 3557.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.620733394833948
Path 291 | total_timesteps 3572.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.620777124409086
Path 292 | total_timesteps 3586.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.620359695642149
Path 293 | total_timesteps 3596.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.620403458213257
Path 294 | total_timesteps 3611.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.620562471184877
Path 295 | total_timesteps 3627.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.620606200299642
Path 296 | total_timesteps 3641.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.619958515787047
Path 297 | total_timesteps 3649.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.619310980527711
Path 298 | total_timesteps 3657.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.619700460829494
Path 299 | total_timesteps 3674.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.61905310448105
Path 300 | total_timesteps 3682.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.619903248099517
Path 301 | total_timesteps 3704.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.619716687780722
Path 302 | total_timesteps 3716.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.62010594196223
Path 303 | total_timesteps 3733.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.620034542314334
Path 304 | total_timesteps 3746.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.619272392355514
Path 305 | total_timesteps 3753.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.620582479567169
Path 306 | total_timesteps 3778.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.620165745856353
Path 307 | total_timesteps 3789.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.61963402002532
Path 308 | total_timesteps 3798.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.620253164556962
Path 309 | total_timesteps 3817.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.619491427913934
Path 310 | total_timesteps 3824.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.618844914864242
Path 311 | total_timesteps 3832.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.61923386632923
Path 312 | total_timesteps 3849.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.619507706464228
Path 313 | total_timesteps 3865.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.62024151811386
Path 314 | total_timesteps 3885.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.619940202391904
Path 315 | total_timesteps 3896.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.619408991606301
Path 316 | total_timesteps 3905.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.618762934007817
Path 317 | total_timesteps 3914.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.618117024945397
Path 318 | total_timesteps 3922.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.617471264367817
Path 319 | total_timesteps 3930.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.617055510860821
Path 320 | total_timesteps 3940.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.616754769018616
Path 321 | total_timesteps 3951.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.616339193381593
Path 322 | total_timesteps 3961.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.615808823529411
Path 323 | total_timesteps 3970.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.61516369902355
Path 324 | total_timesteps 3978.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.616815988973123
Path 325 | total_timesteps 4006.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.61651544734122
Path 326 | total_timesteps 4017.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.615870463941203
Path 327 | total_timesteps 4025.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.615570099896658
Path 328 | total_timesteps 4037.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.615843857634902
Path 329 | total_timesteps 4053.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.615658362989324
Path 330 | total_timesteps 4065.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.61524334251607
Path 331 | total_timesteps 4075.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.615172730402847
Path 332 | total_timesteps 4088.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.615102134496214
Path 333 | total_timesteps 4101.
number of affinization with epsilon = 3 is 34
average number of affinization = 12.617555938037865
Path 334 | total_timesteps 4137.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.617370353373106
Path 335 | total_timesteps 4149.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.61752896638752
Path 336 | total_timesteps 4165.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.61780224822207
Path 337 | total_timesteps 4182.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.617616699162747
Path 338 | total_timesteps 4194.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.61743119266055
Path 339 | total_timesteps 4206.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.617589725948859
Path 340 | total_timesteps 4221.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.619582664526485
Path 341 | total_timesteps 4252.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.619167717528374
Path 342 | total_timesteps 4263.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.61978450252178
Path 343 | total_timesteps 4282.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.619598853868196
Path 344 | total_timesteps 4294.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.619527847811138
Path 345 | total_timesteps 4307.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.619571444940988
Path 346 | total_timesteps 4321.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.619844179651695
Path 347 | total_timesteps 4338.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.61942948791385
Path 348 | total_timesteps 4350.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.619129438717067
Path 349 | total_timesteps 4362.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.618371320581835
Path 350 | total_timesteps 4369.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.6180714612918
Path 351 | total_timesteps 4380.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.618458719798465
Path 352 | total_timesteps 4397.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.617929929013053
Path 353 | total_timesteps 4406.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.61751574127075
Path 354 | total_timesteps 4417.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.617330586080586
Path 355 | total_timesteps 4429.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.617259929037427
Path 356 | total_timesteps 4442.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.617418173495079
Path 357 | total_timesteps 4457.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.617805240874242
Path 358 | total_timesteps 4474.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.617391304347827
Path 359 | total_timesteps 4485.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.617206269305571
Path 360 | total_timesteps 4497.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.617478837794556
Path 361 | total_timesteps 4513.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.617179457851996
Path 362 | total_timesteps 4524.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.617108874656907
Path 363 | total_timesteps 4537.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.61646655231561
Path 364 | total_timesteps 4545.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.61593871484107
Path 365 | total_timesteps 4555.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.615410998056477
Path 366 | total_timesteps 4564.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.61636945587563
Path 367 | total_timesteps 4586.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.616070408046633
Path 368 | total_timesteps 4597.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.615657142857144
Path 369 | total_timesteps 4608.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.615815335390241
Path 370 | total_timesteps 4623.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.615173674588666
Path 371 | total_timesteps 4631.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.614989146578315
Path 372 | total_timesteps 4644.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.614918894219786
Path 373 | total_timesteps 4657.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.616561964591662
Path 374 | total_timesteps 4686.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.615692096847877
Path 375 | total_timesteps 4692.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.616192760077652
Path 376 | total_timesteps 4710.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.615551495775291
Path 377 | total_timesteps 4719.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.61491037789702
Path 378 | total_timesteps 4727.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.615753424657534
Path 379 | total_timesteps 4749.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.616139710078759
Path 380 | total_timesteps 4766.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.615955261355856
Path 381 | total_timesteps 4778.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.615770854730116
Path 382 | total_timesteps 4790.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.61627110908261
Path 383 | total_timesteps 4808.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.616999429549344
Path 384 | total_timesteps 4828.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.616700889801505
Path 385 | total_timesteps 4839.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.616174289950953
Path 386 | total_timesteps 4848.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.61587591240876
Path 387 | total_timesteps 4859.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.616946059984034
Path 388 | total_timesteps 4882.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.61630558722919
Path 389 | total_timesteps 4890.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.615779272602897
Path 390 | total_timesteps 4899.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.61548107615139
Path 391 | total_timesteps 4911.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.615752878148866
Path 392 | total_timesteps 4927.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.616252564394802
Path 393 | total_timesteps 4945.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.616296296296296
Path 394 | total_timesteps 4960.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.616226071103009
Path 395 | total_timesteps 4973.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.616497664350005
Path 396 | total_timesteps 4989.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.616769195716564
Path 397 | total_timesteps 5006.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.616585032463835
Path 398 | total_timesteps 5019.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.615831435079727
Path 399 | total_timesteps 5026.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.615989067304406
Path 400 | total_timesteps 5042.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.616260532908221
Path 401 | total_timesteps 5058.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.615734942502561
Path 402 | total_timesteps 5068.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.614981785063753
Path 403 | total_timesteps 5075.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.614911781445645
Path 404 | total_timesteps 5089.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.61529706351013
Path 405 | total_timesteps 5106.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.615454648913166
Path 406 | total_timesteps 5121.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.614929449248976
Path 407 | total_timesteps 5130.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.614176811923995
Path 408 | total_timesteps 5138.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.613651877133107
Path 409 | total_timesteps 5147.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.613240814469343
Path 410 | total_timesteps 5157.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.61351228389445
Path 411 | total_timesteps 5174.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.612646423291254
Path 412 | total_timesteps 5180.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.61269047077553
Path 413 | total_timesteps 5194.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.613871517907903
Path 414 | total_timesteps 5219.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.613574351978173
Path 415 | total_timesteps 5230.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.613277253609185
Path 416 | total_timesteps 5241.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.613321209365765
Path 417 | total_timesteps 5255.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.613251505852938
Path 418 | total_timesteps 5268.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.612727272727273
Path 419 | total_timesteps 5278.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.612430405635724
Path 420 | total_timesteps 5289.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.612474437627812
Path 421 | total_timesteps 5303.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.613427240713394
Path 422 | total_timesteps 5326.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.613698318945934
Path 423 | total_timesteps 5342.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.613174332765475
Path 424 | total_timesteps 5351.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.61355893708835
Path 425 | total_timesteps 5368.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.613262177813104
Path 426 | total_timesteps 5379.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.613760217983652
Path 427 | total_timesteps 5397.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.613349982971961
Path 428 | total_timesteps 5407.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.613280363223609
Path 429 | total_timesteps 5420.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.61377823175576
Path 430 | total_timesteps 5439.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.61348161597821
Path 431 | total_timesteps 5450.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.613071598774537
Path 432 | total_timesteps 5460.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.612775130474246
Path 433 | total_timesteps 5471.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.613045944412933
Path 434 | total_timesteps 5487.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.612749546279492
Path 435 | total_timesteps 5498.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.613133718952025
Path 436 | total_timesteps 5516.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.613744613290995
Path 437 | total_timesteps 5535.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.612994670597573
Path 438 | total_timesteps 5542.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.612698412698412
Path 439 | total_timesteps 5554.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.614442806937989
Path 440 | total_timesteps 5584.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.613693040126956
Path 441 | total_timesteps 5591.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.614076844610677
Path 442 | total_timesteps 5608.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.613667271078876
Path 443 | total_timesteps 5618.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.613144475920679
Path 444 | total_timesteps 5628.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.61386811692726
Path 445 | total_timesteps 5648.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.613345417469128
Path 446 | total_timesteps 5657.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.613049388309923
Path 447 | total_timesteps 5669.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.612866689319288
Path 448 | total_timesteps 5681.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.612570781426953
Path 449 | total_timesteps 5692.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.61193522817348
Path 450 | total_timesteps 5701.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.611413043478262
Path 451 | total_timesteps 5712.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.610777765198687
Path 452 | total_timesteps 5720.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.610255829748699
Path 453 | total_timesteps 5729.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.610979060554612
Path 454 | total_timesteps 5749.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.610570393843368
Path 455 | total_timesteps 5759.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.61106710422089
Path 456 | total_timesteps 5777.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.610771667798144
Path 457 | total_timesteps 5788.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.612060187804051
Path 458 | total_timesteps 5813.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.612556561085972
Path 459 | total_timesteps 5831.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.611921728311277
Path 460 | total_timesteps 5839.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.611400135715902
Path 461 | total_timesteps 5849.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.611330996268235
Path 462 | total_timesteps 5862.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.612279511533243
Path 463 | total_timesteps 5884.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.612097230073488
Path 464 | total_timesteps 5896.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.611236717160299
Path 465 | total_timesteps 5903.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.612297954108737
Path 466 | total_timesteps 5927.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.613132911392405
Path 467 | total_timesteps 5948.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.612385580291559
Path 468 | total_timesteps 5955.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.612994350282486
Path 469 | total_timesteps 5974.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.612360185289798
Path 470 | total_timesteps 5982.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.612291007681879
Path 471 | total_timesteps 5995.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.612108889641929
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.9     |
| Iteration     | 20       |
| MaximumReturn | 3.02     |
| MinimumReturn | -19.4    |
| TotalSamples  | 88082    |
----------------------------
itr #21 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.33634549379348755
Validation loss = 0.3384111225605011
Validation loss = 0.3398979604244232
Validation loss = 0.34558573365211487
Validation loss = 0.3438233435153961
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3314530849456787
Validation loss = 0.3400963544845581
Validation loss = 0.3421470522880554
Validation loss = 0.34285303950309753
Validation loss = 0.3427124321460724
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 = 12.611475039530156
Path 1 | total_timesteps 8.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.610954263128177
Path 2 | total_timesteps 17.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.611336946702801
Path 3 | total_timesteps 34.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.610816303488766
Path 4 | total_timesteps 43.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.610634454730187
Path 5 | total_timesteps 55.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.610678406140648
Path 6 | total_timesteps 69.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.610270880361174
Path 7 | total_timesteps 79.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.609863446563594
Path 8 | total_timesteps 89.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.609794628751974
Path 9 | total_timesteps 102.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.609951483696266
Path 10 | total_timesteps 117.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.609205776173285
Path 11 | total_timesteps 125.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.609024252679076
Path 12 | total_timesteps 137.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.609068351003835
Path 13 | total_timesteps 151.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.609112439381978
Path 14 | total_timesteps 165.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.608592692828147
Path 15 | total_timesteps 174.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.608862329462172
Path 16 | total_timesteps 190.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.609470124013528
Path 17 | total_timesteps 209.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.608837786044415
Path 18 | total_timesteps 217.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.609107303877368
Path 19 | total_timesteps 234.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.610503775498703
Path 20 | total_timesteps 261.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.610547667342798
Path 21 | total_timesteps 275.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.609802816901409
Path 22 | total_timesteps 282.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.609283461018476
Path 23 | total_timesteps 291.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.608989523487665
Path 24 | total_timesteps 302.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.60880829015544
Path 25 | total_timesteps 315.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.608627097646131
Path 26 | total_timesteps 327.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.607995495495496
Path 27 | total_timesteps 335.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.607476635514018
Path 28 | total_timesteps 344.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.606957892366584
Path 29 | total_timesteps 353.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.60745243723967
Path 30 | total_timesteps 371.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.606821251688428
Path 31 | total_timesteps 379.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.606302757456387
Path 32 | total_timesteps 389.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.606009453072248
Path 33 | total_timesteps 400.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.606616405986273
Path 34 | total_timesteps 419.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.605985598559856
Path 35 | total_timesteps 428.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.60614242321971
Path 36 | total_timesteps 444.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.605961754780653
Path 37 | total_timesteps 456.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.605893600269935
Path 38 | total_timesteps 469.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.605600539811066
Path 39 | total_timesteps 480.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.60508264927471
Path 40 | total_timesteps 489.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.605014616595458
Path 41 | total_timesteps 502.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.605171444631816
Path 42 | total_timesteps 517.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.604428956834532
Path 43 | total_timesteps 524.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.603686635944701
Path 44 | total_timesteps 531.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.603169251517194
Path 45 | total_timesteps 542.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.602539611192269
Path 46 | total_timesteps 550.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.601910112359551
Path 47 | total_timesteps 558.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.601730142680598
Path 48 | total_timesteps 570.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.601437879128286
Path 49 | total_timesteps 581.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.60080871616309
Path 50 | total_timesteps 589.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.600853548966757
Path 51 | total_timesteps 604.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.600673778775969
Path 52 | total_timesteps 616.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.600269481248596
Path 53 | total_timesteps 627.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.599640732008533
Path 54 | total_timesteps 635.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.599012123933543
Path 55 | total_timesteps 643.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.599057133236053
Path 56 | total_timesteps 657.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.600224466891133
Path 57 | total_timesteps 681.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.600381550892156
Path 58 | total_timesteps 696.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.60020197486535
Path 59 | total_timesteps 708.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.599798047795355
Path 60 | total_timesteps 719.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.59961857751851
Path 61 | total_timesteps 731.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.599326977005047
Path 62 | total_timesteps 742.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.59869896814715
Path 63 | total_timesteps 750.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.598743972187956
Path 64 | total_timesteps 764.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.598228302309934
Path 65 | total_timesteps 773.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.59793698845162
Path 66 | total_timesteps 785.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.59798206278027
Path 67 | total_timesteps 800.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.597802936890483
Path 68 | total_timesteps 812.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.59717552118359
Path 69 | total_timesteps 820.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.596884455900481
Path 70 | total_timesteps 831.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.596481398476019
Path 71 | total_timesteps 841.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.596526610644258
Path 72 | total_timesteps 855.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.596571812682052
Path 73 | total_timesteps 870.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.596392965161868
Path 74 | total_timesteps 882.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.59655017921147
Path 75 | total_timesteps 898.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.596035390301266
Path 76 | total_timesteps 907.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.59552071668533
Path 77 | total_timesteps 916.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.595006158324935
Path 78 | total_timesteps 925.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.594379758172861
Path 79 | total_timesteps 933.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.5938654427404
Path 80 | total_timesteps 942.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.59391090217148
Path 81 | total_timesteps 956.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.59418019026301
Path 82 | total_timesteps 972.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.5936660698299
Path 83 | total_timesteps 981.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.593152064451159
Path 84 | total_timesteps 990.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.592973819646453
Path 85 | total_timesteps 1002.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.592571876048774
Path 86 | total_timesteps 1012.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.591946308724832
Path 87 | total_timesteps 1020.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.591544569958618
Path 88 | total_timesteps 1031.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.591031089241781
Path 89 | total_timesteps 1040.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.590741361959074
Path 90 | total_timesteps 1051.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.590787119856888
Path 91 | total_timesteps 1066.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.591503633314701
Path 92 | total_timesteps 1087.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.59121395036888
Path 93 | total_timesteps 1098.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.591259640102828
Path 94 | total_timesteps 1112.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.590970049173
Path 95 | total_timesteps 1123.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.590568778634484
Path 96 | total_timesteps 1133.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.589720670391062
Path 97 | total_timesteps 1140.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.59054854206234
Path 98 | total_timesteps 1161.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.590817694369973
Path 99 | total_timesteps 1177.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.591310175360215
Path 100 | total_timesteps 1195.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.590909090909092
Path 101 | total_timesteps 1205.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.590508096035734
Path 102 | total_timesteps 1215.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.589883876730683
Path 103 | total_timesteps 1223.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.590711175616836
Path 104 | total_timesteps 1246.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.590756865371734
Path 105 | total_timesteps 1260.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.590467686125683
Path 106 | total_timesteps 1271.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.58984375
Path 107 | total_timesteps 1279.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.589777926570695
Path 108 | total_timesteps 1293.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.589377371122517
Path 109 | total_timesteps 1303.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.589423184201719
Path 110 | total_timesteps 1317.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.589692101740294
Path 111 | total_timesteps 1334.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.589068600111545
Path 112 | total_timesteps 1342.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.588668302476021
Path 113 | total_timesteps 1352.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.589271774283484
Path 114 | total_timesteps 1371.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.589094558429974
Path 115 | total_timesteps 1383.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.588471401494035
Path 116 | total_timesteps 1391.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.587848383500557
Path 117 | total_timesteps 1399.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.588005796455244
Path 118 | total_timesteps 1414.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.588720463664735
Path 119 | total_timesteps 1434.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.588097626211969
Path 120 | total_timesteps 1443.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.587697793626031
Path 121 | total_timesteps 1454.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.587743732590528
Path 122 | total_timesteps 1468.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.587789661319073
Path 123 | total_timesteps 1482.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.587167205079648
Path 124 | total_timesteps 1491.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.586433504121185
Path 125 | total_timesteps 1498.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.585811337565431
Path 126 | total_timesteps 1506.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.585300668151447
Path 127 | total_timesteps 1516.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.585124150985413
Path 128 | total_timesteps 1528.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.584502338009353
Path 129 | total_timesteps 1536.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.585105198708671
Path 130 | total_timesteps 1556.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.584260908281388
Path 131 | total_timesteps 1563.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.583861992209238
Path 132 | total_timesteps 1573.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.58357444914311
Path 133 | total_timesteps 1584.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.584399688438856
Path 134 | total_timesteps 1605.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.586226079216733
Path 135 | total_timesteps 1635.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.586383357436867
Path 136 | total_timesteps 1651.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.586206896551724
Path 137 | total_timesteps 1663.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.586030474919363
Path 138 | total_timesteps 1675.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.585298042704625
Path 139 | total_timesteps 1682.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.58489936617369
Path 140 | total_timesteps 1692.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.585279074938848
Path 141 | total_timesteps 1710.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.585992217898832
Path 142 | total_timesteps 1730.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.585704757670076
Path 143 | total_timesteps 1741.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.587195731910636
Path 144 | total_timesteps 1768.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.587463880862414
Path 145 | total_timesteps 1785.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.587176352928104
Path 146 | total_timesteps 1796.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.587555555555555
Path 147 | total_timesteps 1813.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.587379180091101
Path 148 | total_timesteps 1825.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.58786936236392
Path 149 | total_timesteps 1844.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.587470843052316
Path 150 | total_timesteps 1854.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.58718347401155
Path 151 | total_timesteps 1865.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.587229317046086
Path 152 | total_timesteps 1879.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.586608927381745
Path 153 | total_timesteps 1887.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.586099700233152
Path 154 | total_timesteps 1896.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.585923623445826
Path 155 | total_timesteps 1908.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.585414585414586
Path 156 | total_timesteps 1917.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.584905660377359
Path 157 | total_timesteps 1926.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.584174897347687
Path 158 | total_timesteps 1933.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.583777185974256
Path 159 | total_timesteps 1943.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.583157661156108
Path 160 | total_timesteps 1951.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.584313290437098
Path 161 | total_timesteps 1975.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.584248474764282
Path 162 | total_timesteps 1988.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.584627329192546
Path 163 | total_timesteps 2005.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.584784296329156
Path 164 | total_timesteps 2020.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.58449767132402
Path 165 | total_timesteps 2031.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.584765495065971
Path 166 | total_timesteps 2047.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.584589800443458
Path 167 | total_timesteps 2059.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.584192439862543
Path 168 | total_timesteps 2069.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.583795167368654
Path 169 | total_timesteps 2079.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.583065499279618
Path 170 | total_timesteps 2086.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.582335992907801
Path 171 | total_timesteps 2093.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.581495844875347
Path 172 | total_timesteps 2100.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.580655883004653
Path 173 | total_timesteps 2106.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.580259222333002
Path 174 | total_timesteps 2116.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.57997341603899
Path 175 | total_timesteps 2127.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.579909181526194
Path 176 | total_timesteps 2140.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.580066445182725
Path 177 | total_timesteps 2155.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.580002214594176
Path 178 | total_timesteps 2168.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.5803808680248
Path 179 | total_timesteps 2186.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.580648732425551
Path 180 | total_timesteps 2202.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.580363072835953
Path 181 | total_timesteps 2214.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.580188157166575
Path 182 | total_timesteps 2226.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.580013280212484
Path 183 | total_timesteps 2238.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.58017041053447
Path 184 | total_timesteps 2253.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.579552998450986
Path 185 | total_timesteps 2261.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.579820776634584
Path 186 | total_timesteps 2277.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.580199115044248
Path 187 | total_timesteps 2294.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.580356155292556
Path 188 | total_timesteps 2309.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.57973899579739
Path 189 | total_timesteps 2317.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.579232555567842
Path 190 | total_timesteps 2326.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.57872622733304
Path 191 | total_timesteps 2336.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.578330569375346
Path 192 | total_timesteps 2346.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.578266637187708
Path 193 | total_timesteps 2359.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.577650049740246
Path 194 | total_timesteps 2367.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.578138815207781
Path 195 | total_timesteps 2386.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.578074925406122
Path 196 | total_timesteps 2399.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.577900552486188
Path 197 | total_timesteps 2411.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.577836703126726
Path 198 | total_timesteps 2424.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.577772867874502
Path 199 | total_timesteps 2437.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.577709046724843
Path 200 | total_timesteps 2450.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.579081069140711
Path 201 | total_timesteps 2476.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.579679734953064
Path 202 | total_timesteps 2496.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.579394876325088
Path 203 | total_timesteps 2508.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.58010378712598
Path 204 | total_timesteps 2528.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.580370942812984
Path 205 | total_timesteps 2544.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.58063803951871
Path 206 | total_timesteps 2560.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.580022075055188
Path 207 | total_timesteps 2568.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.579737335834897
Path 208 | total_timesteps 2579.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.579342308541161
Path 209 | total_timesteps 2589.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.578837029681122
Path 210 | total_timesteps 2598.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.57888349514563
Path 211 | total_timesteps 2613.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.578709321566464
Path 212 | total_timesteps 2625.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.57974851091992
Path 213 | total_timesteps 2649.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.578912539980148
Path 214 | total_timesteps 2655.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.57862814292016
Path 215 | total_timesteps 2666.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.578343808578675
Path 216 | total_timesteps 2678.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.578610804851158
Path 217 | total_timesteps 2694.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.578987983684268
Path 218 | total_timesteps 2711.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.578924162257495
Path 219 | total_timesteps 2724.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.578419486388185
Path 220 | total_timesteps 2735.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.577914921754463
Path 221 | total_timesteps 2745.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.577851239669421
Path 222 | total_timesteps 2758.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.578228294402821
Path 223 | total_timesteps 2775.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.577834086151812
Path 224 | total_timesteps 2785.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.577219651905706
Path 225 | total_timesteps 2793.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.576495208723427
Path 226 | total_timesteps 2801.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.576982378854625
Path 227 | total_timesteps 2819.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.577799801783945
Path 228 | total_timesteps 2840.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.577736181457828
Path 229 | total_timesteps 2853.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.578333149840361
Path 230 | total_timesteps 2872.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.579700572435051
Path 231 | total_timesteps 2898.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.579306549257018
Path 232 | total_timesteps 2908.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.578802553378825
Path 233 | total_timesteps 2917.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.578628810388468
Path 234 | total_timesteps 2929.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.578125
Path 235 | total_timesteps 2938.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.577511277368247
Path 236 | total_timesteps 2947.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.577337733773378
Path 237 | total_timesteps 2959.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.577714222857772
Path 238 | total_timesteps 2977.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.578090629124505
Path 239 | total_timesteps 2994.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.577477180248543
Path 240 | total_timesteps 3003.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.576863866285462
Path 241 | total_timesteps 3011.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.57658053875756
Path 242 | total_timesteps 3022.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.576627088830255
Path 243 | total_timesteps 3036.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.576893481367485
Path 244 | total_timesteps 3053.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.576060672675313
Path 245 | total_timesteps 3059.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.575447851412243
Path 246 | total_timesteps 3067.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.575824175824176
Path 247 | total_timesteps 3084.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.57554114932425
Path 248 | total_timesteps 3095.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.575697648868381
Path 249 | total_timesteps 3110.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.57530484455674
Path 250 | total_timesteps 3120.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.574692442882249
Path 251 | total_timesteps 3128.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.57440966501922
Path 252 | total_timesteps 3139.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.574566220074676
Path 253 | total_timesteps 3154.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.574063906884813
Path 254 | total_timesteps 3163.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.574549846288976
Path 255 | total_timesteps 3181.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.573937863651334
Path 256 | total_timesteps 3189.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.573326015367728
Path 257 | total_timesteps 3198.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.572714301393919
Path 258 | total_timesteps 3206.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.57243195785777
Path 259 | total_timesteps 3217.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.572478876330516
Path 260 | total_timesteps 3231.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.57263550581523
Path 261 | total_timesteps 3247.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.573340647284695
Path 262 | total_timesteps 3267.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.573387450636243
Path 263 | total_timesteps 3281.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.572995502906657
Path 264 | total_timesteps 3291.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.572603641149374
Path 265 | total_timesteps 3301.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.571992543042
Path 266 | total_timesteps 3309.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.571820175438596
Path 267 | total_timesteps 3321.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.571976756934546
Path 268 | total_timesteps 3336.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.571694803771102
Path 269 | total_timesteps 3347.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.571193686287405
Path 270 | total_timesteps 3356.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.571021481806225
Path 271 | total_timesteps 3368.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.570301369863014
Path 272 | total_timesteps 3375.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.571005917159763
Path 273 | total_timesteps 3395.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.570724224827435
Path 274 | total_timesteps 3407.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.571099912357582
Path 275 | total_timesteps 3424.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.570599189396429
Path 276 | total_timesteps 3433.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.57130339539978
Path 277 | total_timesteps 3453.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.571459862008542
Path 278 | total_timesteps 3468.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.57095926412615
Path 279 | total_timesteps 3477.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.57034928282054
Path 280 | total_timesteps 3485.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.570396321436391
Path 281 | total_timesteps 3499.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.570443349753695
Path 282 | total_timesteps 3513.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.570490367775832
Path 283 | total_timesteps 3527.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.570427930392908
Path 284 | total_timesteps 3540.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.570693806084483
Path 285 | total_timesteps 3556.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.571397308239414
Path 286 | total_timesteps 3576.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.571225382932166
Path 287 | total_timesteps 3588.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.5708347007986
Path 288 | total_timesteps 3600.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.570334718879895
Path 289 | total_timesteps 3609.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.571256699114077
Path 290 | total_timesteps 3631.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.571303587051618
Path 291 | total_timesteps 3645.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.570803717878622
Path 292 | total_timesteps 3654.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.570631970260223
Path 293 | total_timesteps 3666.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.5705695856565
Path 294 | total_timesteps 3679.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.570397901180586
Path 295 | total_timesteps 3691.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.570226254235436
Path 296 | total_timesteps 3703.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.56983606557377
Path 297 | total_timesteps 3713.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.569445962189924
Path 298 | total_timesteps 3723.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.568837412587413
Path 299 | total_timesteps 3731.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.569103026330165
Path 300 | total_timesteps 3749.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.568385405287307
Path 301 | total_timesteps 3756.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.567777170944838
Path 302 | total_timesteps 3765.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.567605941459153
Path 303 | total_timesteps 3777.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.566997925084635
Path 304 | total_timesteps 3785.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.566717623935357
Path 305 | total_timesteps 3796.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.566546566219019
Path 306 | total_timesteps 3808.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.566375545851528
Path 307 | total_timesteps 3820.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.566422879598298
Path 308 | total_timesteps 3835.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.56581532416503
Path 309 | total_timesteps 3843.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.565098766779439
Path 310 | total_timesteps 3851.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.565037101702313
Path 311 | total_timesteps 3864.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.564539007092199
Path 312 | total_timesteps 3873.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.56425921885228
Path 313 | total_timesteps 3884.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.563870404712556
Path 314 | total_timesteps 3894.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.56391797556719
Path 315 | total_timesteps 3909.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.563638346602684
Path 316 | total_timesteps 3920.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.563904034896401
Path 317 | total_timesteps 3936.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.564060625885945
Path 318 | total_timesteps 3951.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.563453990405582
Path 319 | total_timesteps 3959.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.562956502779898
Path 320 | total_timesteps 3968.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.562786134728581
Path 321 | total_timesteps 3980.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.562070844686648
Path 322 | total_timesteps 3988.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.561573670444638
Path 323 | total_timesteps 3997.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.561512476844285
Path 324 | total_timesteps 4010.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.561887121377206
Path 325 | total_timesteps 4027.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.561390129643753
Path 326 | total_timesteps 4036.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.5619825708061
Path 327 | total_timesteps 4055.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.56148567694151
Path 328 | total_timesteps 4064.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.561206708778045
Path 329 | total_timesteps 4075.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.560601110748122
Path 330 | total_timesteps 4083.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.560104529616725
Path 331 | total_timesteps 4093.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.56113228089276
Path 332 | total_timesteps 4117.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.561180056607881
Path 333 | total_timesteps 4132.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.561227821922282
Path 334 | total_timesteps 4146.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.561384414453634
Path 335 | total_timesteps 4161.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.562193927522037
Path 336 | total_timesteps 4182.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.5620239390642
Path 337 | total_timesteps 4195.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.561418779240562
Path 338 | total_timesteps 4203.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.561248912097476
Path 339 | total_timesteps 4215.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.561296638746873
Path 340 | total_timesteps 4229.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.560582988905809
Path 341 | total_timesteps 4238.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.56226209896683
Path 342 | total_timesteps 4267.
number of affinization with epsilon = 3 is 4
average number of affinization = 12.561331013484123
Path 343 | total_timesteps 4274.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.561487441557029
Path 344 | total_timesteps 4290.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.561643835616438
Path 345 | total_timesteps 4305.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.561256658332427
Path 346 | total_timesteps 4315.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.561521739130434
Path 347 | total_timesteps 4332.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.561460710792305
Path 348 | total_timesteps 4345.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.561943055857423
Path 349 | total_timesteps 4363.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.563294577855046
Path 350 | total_timesteps 4390.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.563124728378966
Path 351 | total_timesteps 4402.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.563063552417164
Path 352 | total_timesteps 4415.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.562785140126005
Path 353 | total_timesteps 4426.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.563158466384273
Path 354 | total_timesteps 4443.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.562554300608166
Path 355 | total_timesteps 4451.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.562818981431208
Path 356 | total_timesteps 4467.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.562540716612379
Path 357 | total_timesteps 4478.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.562913907284768
Path 358 | total_timesteps 4495.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.562961354754668
Path 359 | total_timesteps 4509.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.56246608053837
Path 360 | total_timesteps 4518.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.562079444323855
Path 361 | total_timesteps 4528.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.562452523060228
Path 362 | total_timesteps 4545.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.562934027777779
Path 363 | total_timesteps 4563.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.563523923185418
Path 364 | total_timesteps 4583.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.56357127359514
Path 365 | total_timesteps 4597.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.563727085367177
Path 366 | total_timesteps 4612.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.563557483731019
Path 367 | total_timesteps 4624.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.563171022665655
Path 368 | total_timesteps 4634.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.563435263500326
Path 369 | total_timesteps 4651.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.562940474899706
Path 370 | total_timesteps 4660.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.562987857762359
Path 371 | total_timesteps 4674.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.562276422764228
Path 372 | total_timesteps 4683.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.562974203338392
Path 373 | total_timesteps 4703.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.563021567139915
Path 374 | total_timesteps 4718.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.56285218899003
Path 375 | total_timesteps 4731.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.562466139343375
Path 376 | total_timesteps 4741.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.561971830985916
Path 377 | total_timesteps 4750.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.562235944101397
Path 378 | total_timesteps 4766.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.561958405545926
Path 379 | total_timesteps 4777.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.561789234268385
Path 380 | total_timesteps 4789.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.561620099631796
Path 381 | total_timesteps 4801.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.561342717920953
Path 382 | total_timesteps 4812.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.560957124296232
Path 383 | total_timesteps 4822.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.56078813467576
Path 384 | total_timesteps 4834.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.560294436025114
Path 385 | total_timesteps 4843.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.560125554713714
Path 386 | total_timesteps 4855.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.561688311688311
Path 387 | total_timesteps 4883.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.561086462504058
Path 388 | total_timesteps 4891.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.561133953689678
Path 389 | total_timesteps 4906.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.56053229470951
Path 390 | total_timesteps 4914.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.561553440069234
Path 391 | total_timesteps 4938.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.561060032449973
Path 392 | total_timesteps 4947.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.560458576681809
Path 393 | total_timesteps 4955.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.559965394181896
Path 394 | total_timesteps 4964.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.5594723183391
Path 395 | total_timesteps 4973.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.559195588712294
Path 396 | total_timesteps 4984.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.559027027027026
Path 397 | total_timesteps 4996.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.558534212517566
Path 398 | total_timesteps 5005.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.55804150453956
Path 399 | total_timesteps 5014.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.559386145034043
Path 400 | total_timesteps 5040.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.558785390101578
Path 401 | total_timesteps 5048.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.558508914100486
Path 402 | total_timesteps 5059.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.558232497839239
Path 403 | total_timesteps 5070.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.558604299449065
Path 404 | total_timesteps 5087.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.558435947288832
Path 405 | total_timesteps 5099.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.558591640565936
Path 406 | total_timesteps 5115.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.558855291576673
Path 407 | total_timesteps 5132.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.558902926249864
Path 408 | total_timesteps 5146.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.55949039084431
Path 409 | total_timesteps 5165.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.558890208355825
Path 410 | total_timesteps 5173.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.558937823834198
Path 411 | total_timesteps 5187.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.55887749595251
Path 412 | total_timesteps 5200.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.56054392402331
Path 413 | total_timesteps 5229.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.560483435847631
Path 414 | total_timesteps 5242.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.560315062580923
Path 415 | total_timesteps 5254.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.560362498651418
Path 416 | total_timesteps 5268.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.559762675296655
Path 417 | total_timesteps 5276.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.559270844569086
Path 418 | total_timesteps 5285.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.558779119930975
Path 419 | total_timesteps 5294.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.558718861209965
Path 420 | total_timesteps 5307.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.558011645460427
Path 421 | total_timesteps 5314.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.557843665768194
Path 422 | total_timesteps 5326.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.558106942647694
Path 423 | total_timesteps 5343.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.557938988897273
Path 424 | total_timesteps 5355.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.557663289502047
Path 425 | total_timesteps 5366.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.556956568595753
Path 426 | total_timesteps 5374.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.557219827586207
Path 427 | total_timesteps 5391.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.557698523865962
Path 428 | total_timesteps 5409.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.557099762982116
Path 429 | total_timesteps 5418.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.5577938166541
Path 430 | total_timesteps 5438.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.557733735458854
Path 431 | total_timesteps 5451.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.557781367797523
Path 432 | total_timesteps 5465.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.559013568813267
Path 433 | total_timesteps 5490.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.5586303434909
Path 434 | total_timesteps 5500.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.557924203273041
Path 435 | total_timesteps 5507.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.557971794595758
Path 436 | total_timesteps 5521.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.558234660925727
Path 437 | total_timesteps 5537.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.557744053384996
Path 438 | total_timesteps 5546.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.557576409814894
Path 439 | total_timesteps 5558.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.556978370816744
Path 440 | total_timesteps 5566.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.556165267914784
Path 441 | total_timesteps 5572.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.555567509413663
Path 442 | total_timesteps 5580.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.55540017211704
Path 443 | total_timesteps 5592.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.554802624502528
Path 444 | total_timesteps 5601.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.554527855452786
Path 445 | total_timesteps 5613.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.5545757608345
Path 446 | total_timesteps 5627.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.554301075268818
Path 447 | total_timesteps 5638.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.555101601978281
Path 448 | total_timesteps 5659.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.554934422704795
Path 449 | total_timesteps 5671.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.554444802751801
Path 450 | total_timesteps 5681.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.55384780739467
Path 451 | total_timesteps 5689.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.55475550779151
Path 452 | total_timesteps 5711.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.555018267784225
Path 453 | total_timesteps 5727.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.55463629526163
Path 454 | total_timesteps 5737.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.555328749462827
Path 455 | total_timesteps 5758.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.555054248576646
Path 456 | total_timesteps 5769.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.554242749731472
Path 457 | total_timesteps 5775.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.554935023090968
Path 458 | total_timesteps 5796.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.554553264604811
Path 459 | total_timesteps 5807.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.554064211317513
Path 460 | total_timesteps 5817.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.553360532531673
Path 461 | total_timesteps 5824.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.552979066022544
Path 462 | total_timesteps 5834.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.552919708029197
Path 463 | total_timesteps 5847.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.552323709348503
Path 464 | total_timesteps 5855.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.553015668598412
Path 465 | total_timesteps 5875.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.552312479879815
Path 466 | total_timesteps 5884.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.552145922746782
Path 467 | total_timesteps 5896.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.552193970604012
Path 468 | total_timesteps 5910.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.551920188800686
Path 469 | total_timesteps 5921.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.552290035396332
Path 470 | total_timesteps 5938.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.553303303303304
Path 471 | total_timesteps 5961.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.554745308310991
Path 472 | total_timesteps 5988.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.555650868539567
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.82    |
| Iteration     | 21       |
| MaximumReturn | 5.39     |
| MinimumReturn | -20.2    |
| TotalSamples  | 92088    |
----------------------------
itr #22 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3366997241973877
Validation loss = 0.3406193256378174
Validation loss = 0.3398362994194031
Validation loss = 0.34147560596466064
Validation loss = 0.34237757325172424
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3311632573604584
Validation loss = 0.3380438983440399
Validation loss = 0.33923986554145813
Validation loss = 0.3396144211292267
Validation loss = 0.34255585074424744
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 = 12.556556234587756
Path 1 | total_timesteps 23.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.557890222984563
Path 2 | total_timesteps 49.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.557401650766428
Path 3 | total_timesteps 58.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.556806002143622
Path 4 | total_timesteps 67.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.556317650841281
Path 5 | total_timesteps 76.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.556043720531504
Path 6 | total_timesteps 88.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.555555555555555
Path 7 | total_timesteps 97.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.555603171202057
Path 8 | total_timesteps 111.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.55532940546331
Path 9 | total_timesteps 122.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.554627249357326
Path 10 | total_timesteps 129.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.554353646781621
Path 11 | total_timesteps 140.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.554508460055686
Path 12 | total_timesteps 155.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.554020773102046
Path 13 | total_timesteps 164.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.555032119914348
Path 14 | total_timesteps 187.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.555079755914784
Path 15 | total_timesteps 201.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.5556625990152
Path 16 | total_timesteps 220.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.5551749973242
Path 17 | total_timesteps 229.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.554794520547945
Path 18 | total_timesteps 239.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.554735152487961
Path 19 | total_timesteps 252.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.554354804194308
Path 20 | total_timesteps 263.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.554188509682252
Path 21 | total_timesteps 275.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.554878048780488
Path 22 | total_timesteps 295.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.554390843940528
Path 23 | total_timesteps 304.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.554438502673797
Path 24 | total_timesteps 318.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.554058389477062
Path 25 | total_timesteps 328.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.553892215568862
Path 26 | total_timesteps 340.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.553726077194483
Path 27 | total_timesteps 352.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.553346162069703
Path 28 | total_timesteps 362.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.552859433458044
Path 29 | total_timesteps 372.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.553227875160324
Path 30 | total_timesteps 389.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.553168750667949
Path 31 | total_timesteps 402.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.553002778371447
Path 32 | total_timesteps 414.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.553264237632225
Path 33 | total_timesteps 430.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.552564102564103
Path 34 | total_timesteps 438.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.551864117081509
Path 35 | total_timesteps 445.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.551591540269174
Path 36 | total_timesteps 456.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.551425825056072
Path 37 | total_timesteps 468.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.55072618539086
Path 38 | total_timesteps 475.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.550347036839295
Path 39 | total_timesteps 486.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.550715353405936
Path 40 | total_timesteps 504.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.550016013664994
Path 41 | total_timesteps 511.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.54995730145175
Path 42 | total_timesteps 524.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.549364926886541
Path 43 | total_timesteps 532.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.55058697972252
Path 44 | total_timesteps 557.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.550208088784547
Path 45 | total_timesteps 567.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.549829278702518
Path 46 | total_timesteps 577.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.549663928304705
Path 47 | total_timesteps 589.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.549071901002774
Path 48 | total_timesteps 597.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.549333333333333
Path 49 | total_timesteps 613.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.54863481228669
Path 50 | total_timesteps 621.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.548576303721873
Path 51 | total_timesteps 634.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.547878012369376
Path 52 | total_timesteps 641.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.547819596971959
Path 53 | total_timesteps 654.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.547334754797442
Path 54 | total_timesteps 664.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.547169811320755
Path 55 | total_timesteps 676.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.546685141760818
Path 56 | total_timesteps 685.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.547266332729404
Path 57 | total_timesteps 704.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.546675191815856
Path 58 | total_timesteps 712.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.546403835908364
Path 59 | total_timesteps 723.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.546239079480078
Path 60 | total_timesteps 735.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.547565782465112
Path 61 | total_timesteps 761.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.547613975287602
Path 62 | total_timesteps 775.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.54776866545958
Path 63 | total_timesteps 791.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.547284345047924
Path 64 | total_timesteps 800.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.546693642849537
Path 65 | total_timesteps 808.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.547593696763203
Path 66 | total_timesteps 830.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.54774832321942
Path 67 | total_timesteps 845.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.547370662124761
Path 68 | total_timesteps 856.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.546780202235231
Path 69 | total_timesteps 864.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.546189868028948
Path 70 | total_timesteps 872.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.545812493348942
Path 71 | total_timesteps 882.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.54564801021494
Path 72 | total_timesteps 894.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.545696350675604
Path 73 | total_timesteps 908.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.545212765957446
Path 74 | total_timesteps 917.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.544729284118711
Path 75 | total_timesteps 926.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.544671346522017
Path 76 | total_timesteps 940.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.544188025098373
Path 77 | total_timesteps 949.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.54434283283709
Path 78 | total_timesteps 964.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.543965975544923
Path 79 | total_timesteps 974.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.544227089092068
Path 80 | total_timesteps 991.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.54385032422664
Path 81 | total_timesteps 1002.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.54326105442177
Path 82 | total_timesteps 1010.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.54426612817515
Path 83 | total_timesteps 1033.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.543889479277365
Path 84 | total_timesteps 1043.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.543937944958028
Path 85 | total_timesteps 1057.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.544092647683808
Path 86 | total_timesteps 1073.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.54435355359609
Path 87 | total_timesteps 1089.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.543764605906098
Path 88 | total_timesteps 1097.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.54306956983537
Path 89 | total_timesteps 1105.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.543967714528462
Path 90 | total_timesteps 1127.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.543697568227673
Path 91 | total_timesteps 1138.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.544489275854746
Path 92 | total_timesteps 1159.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.545068478607071
Path 93 | total_timesteps 1178.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.545116772823778
Path 94 | total_timesteps 1193.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.545058910943636
Path 95 | total_timesteps 1206.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.544470388452558
Path 96 | total_timesteps 1214.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.544837100711026
Path 97 | total_timesteps 1231.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.544460950764007
Path 98 | total_timesteps 1241.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.544509283819629
Path 99 | total_timesteps 1255.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.544451517080416
Path 100 | total_timesteps 1269.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.544605919168346
Path 101 | total_timesteps 1284.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.545714891811626
Path 102 | total_timesteps 1308.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.545338848234172
Path 103 | total_timesteps 1318.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.545387062566277
Path 104 | total_timesteps 1332.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.54554129996819
Path 105 | total_timesteps 1348.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.545271416454623
Path 106 | total_timesteps 1359.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.544577546909785
Path 107 | total_timesteps 1366.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.544519821920712
Path 108 | total_timesteps 1379.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.545416004239534
Path 109 | total_timesteps 1401.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.545146248410344
Path 110 | total_timesteps 1412.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.544982515629966
Path 111 | total_timesteps 1424.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.54471286289468
Path 112 | total_timesteps 1435.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.544125437016634
Path 113 | total_timesteps 1443.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.54375
Path 114 | total_timesteps 1455.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.543692405465523
Path 115 | total_timesteps 1468.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.543952552425333
Path 116 | total_timesteps 1484.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.544530339934344
Path 117 | total_timesteps 1504.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.544896230410842
Path 118 | total_timesteps 1521.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.544520910534674
Path 119 | total_timesteps 1531.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.544569129790387
Path 120 | total_timesteps 1545.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.544723192547899
Path 121 | total_timesteps 1560.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.544030482641828
Path 122 | total_timesteps 1567.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.543761244576146
Path 123 | total_timesteps 1578.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.543174603174602
Path 124 | total_timesteps 1586.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.543222939371494
Path 125 | total_timesteps 1601.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.543165467625899
Path 126 | total_timesteps 1614.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.542790648471385
Path 127 | total_timesteps 1625.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.54231013327692
Path 128 | total_timesteps 1634.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.542252776308832
Path 129 | total_timesteps 1647.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.541666666666666
Path 130 | total_timesteps 1655.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.541186422755631
Path 131 | total_timesteps 1664.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.54197504757877
Path 132 | total_timesteps 1685.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.542974944497304
Path 133 | total_timesteps 1708.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.542283298097251
Path 134 | total_timesteps 1715.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.542014586195963
Path 135 | total_timesteps 1726.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.541323187486789
Path 136 | total_timesteps 1734.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.540737609637535
Path 137 | total_timesteps 1742.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.540469146238378
Path 138 | total_timesteps 1753.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.54094030639197
Path 139 | total_timesteps 1771.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.540460595816606
Path 140 | total_timesteps 1781.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.539769726418085
Path 141 | total_timesteps 1788.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.539290240811154
Path 142 | total_timesteps 1797.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.539127679797232
Path 143 | total_timesteps 1810.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.538542766631467
Path 144 | total_timesteps 1818.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.538908246225319
Path 145 | total_timesteps 1835.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.5390625
Path 146 | total_timesteps 1851.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.538372215771139
Path 147 | total_timesteps 1858.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.538209837449863
Path 148 | total_timesteps 1870.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.537625329815304
Path 149 | total_timesteps 1878.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.537357534824821
Path 150 | total_timesteps 1889.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.537406352221167
Path 151 | total_timesteps 1903.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.536927621861151
Path 152 | total_timesteps 1912.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.536448992509758
Path 153 | total_timesteps 1921.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.536075949367088
Path 154 | total_timesteps 1931.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.535597510811096
Path 155 | total_timesteps 1940.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.535013710187725
Path 156 | total_timesteps 1948.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.534324580828851
Path 157 | total_timesteps 1955.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.53395191902151
Path 158 | total_timesteps 1965.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.534317343173432
Path 159 | total_timesteps 1982.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.535209782837866
Path 160 | total_timesteps 2004.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.535469589965215
Path 161 | total_timesteps 2020.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.5358347386172
Path 162 | total_timesteps 2037.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.53525134366108
Path 163 | total_timesteps 2045.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.534668071654373
Path 164 | total_timesteps 2053.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.534822463386366
Path 165 | total_timesteps 2069.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.536030341340076
Path 166 | total_timesteps 2094.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.535552512377542
Path 167 | total_timesteps 2103.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.535074784074151
Path 168 | total_timesteps 2113.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.534702474986835
Path 169 | total_timesteps 2123.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.534119629317608
Path 170 | total_timesteps 2131.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.533536906391491
Path 171 | total_timesteps 2139.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.532954306169719
Path 172 | total_timesteps 2147.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.532371828613538
Path 173 | total_timesteps 2155.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.53357894736842
Path 174 | total_timesteps 2180.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.53310177876013
Path 175 | total_timesteps 2190.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.532940433592929
Path 176 | total_timesteps 2203.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.532989582237189
Path 177 | total_timesteps 2217.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.532512626262626
Path 178 | total_timesteps 2227.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.533824302998422
Path 179 | total_timesteps 2253.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.534294130023143
Path 180 | total_timesteps 2271.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.533606816030293
Path 181 | total_timesteps 2279.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.534707614640302
Path 182 | total_timesteps 2303.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.534020401724682
Path 183 | total_timesteps 2311.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.53459516298633
Path 184 | total_timesteps 2330.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.534223530648722
Path 185 | total_timesteps 2340.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.53374684608915
Path 186 | total_timesteps 2349.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.534111216230421
Path 187 | total_timesteps 2366.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.53416018499054
Path 188 | total_timesteps 2380.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.533473462953232
Path 189 | total_timesteps 2387.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.533102143757882
Path 190 | total_timesteps 2397.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.533361353367658
Path 191 | total_timesteps 2413.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.532779995797437
Path 192 | total_timesteps 2422.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.533459396995482
Path 193 | total_timesteps 2443.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.533613445378151
Path 194 | total_timesteps 2458.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.533767461401114
Path 195 | total_timesteps 2473.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.533711405166981
Path 196 | total_timesteps 2487.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.533235325002625
Path 197 | total_timesteps 2496.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.532969340613187
Path 198 | total_timesteps 2507.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.532283464566929
Path 199 | total_timesteps 2517.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.53191266008818
Path 200 | total_timesteps 2528.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.531751863125853
Path 201 | total_timesteps 2541.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.531696053736356
Path 202 | total_timesteps 2554.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.531850141672788
Path 203 | total_timesteps 2569.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.531374606505771
Path 204 | total_timesteps 2578.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.532368062113104
Path 205 | total_timesteps 2601.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.531892572387747
Path 206 | total_timesteps 2610.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.531836777509703
Path 207 | total_timesteps 2623.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.531676106565975
Path 208 | total_timesteps 2635.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.531095962244363
Path 209 | total_timesteps 2643.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.530830536912752
Path 210 | total_timesteps 2654.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.531089441124044
Path 211 | total_timesteps 2670.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.53134829104634
Path 212 | total_timesteps 2686.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.531816752280113
Path 213 | total_timesteps 2704.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.532914046121594
Path 214 | total_timesteps 2728.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.533277434231213
Path 215 | total_timesteps 2745.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.532697547683924
Path 216 | total_timesteps 2753.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.53222257151839
Path 217 | total_timesteps 2762.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.532062028499581
Path 218 | total_timesteps 2774.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.532425353588266
Path 219 | total_timesteps 2792.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.53331238214959
Path 220 | total_timesteps 2814.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.533361265318948
Path 221 | total_timesteps 2828.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.53288646837034
Path 222 | total_timesteps 2837.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.532411770866059
Path 223 | total_timesteps 2846.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.531832460732984
Path 224 | total_timesteps 2854.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.531462674065542
Path 225 | total_timesteps 2864.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.530778894472363
Path 226 | total_timesteps 2872.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.531037370459542
Path 227 | total_timesteps 2889.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.532237806154491
Path 228 | total_timesteps 2915.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.533542647828362
Path 229 | total_timesteps 2941.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.533696107157807
Path 230 | total_timesteps 2956.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.533326357643611
Path 231 | total_timesteps 2966.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.533689056287926
Path 232 | total_timesteps 2983.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.534260905952506
Path 233 | total_timesteps 3002.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.534623430962343
Path 234 | total_timesteps 3019.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.534149147578706
Path 235 | total_timesteps 3028.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.533779544028446
Path 236 | total_timesteps 3038.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.533305448081146
Path 237 | total_timesteps 3047.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.532726892513592
Path 238 | total_timesteps 3055.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.532775744903294
Path 239 | total_timesteps 3069.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.532301902571607
Path 240 | total_timesteps 3078.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.532037211246994
Path 241 | total_timesteps 3089.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.53166806020067
Path 242 | total_timesteps 3099.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.531612498693699
Path 243 | total_timesteps 3112.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.531138975966563
Path 244 | total_timesteps 3121.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.531187963640162
Path 245 | total_timesteps 3137.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.530505641454242
Path 246 | total_timesteps 3144.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.530136843204847
Path 247 | total_timesteps 3154.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.529872571547942
Path 248 | total_timesteps 3165.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.529295039164491
Path 249 | total_timesteps 3173.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.528926482873851
Path 250 | total_timesteps 3183.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.529602171870106
Path 251 | total_timesteps 3203.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.529651284192942
Path 252 | total_timesteps 3217.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.529387201169225
Path 253 | total_timesteps 3229.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.529436325678496
Path 254 | total_timesteps 3243.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.5293810666945
Path 255 | total_timesteps 3256.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.529117094552285
Path 256 | total_timesteps 3268.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.529792340603152
Path 257 | total_timesteps 3288.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.53025876460768
Path 258 | total_timesteps 3306.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.529786124152322
Path 259 | total_timesteps 3316.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.529417901105779
Path 260 | total_timesteps 3326.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.528632523208511
Path 261 | total_timesteps 3333.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.528785982478098
Path 262 | total_timesteps 3348.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.529669412868913
Path 263 | total_timesteps 3370.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.529718456725757
Path 264 | total_timesteps 3385.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.529037639453655
Path 265 | total_timesteps 3392.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.529920767306088
Path 266 | total_timesteps 3415.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.529448556238924
Path 267 | total_timesteps 3424.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.529184907233688
Path 268 | total_timesteps 3435.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.529338196977593
Path 269 | total_timesteps 3450.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.528866194247604
Path 270 | total_timesteps 3459.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.528290090653329
Path 271 | total_timesteps 3468.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.528755990831423
Path 272 | total_timesteps 3486.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.528492551307428
Path 273 | total_timesteps 3497.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.527916666666666
Path 274 | total_timesteps 3505.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.528069992709092
Path 275 | total_timesteps 3520.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.527702561966256
Path 276 | total_timesteps 3530.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.528272414870353
Path 277 | total_timesteps 3549.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.528425655976676
Path 278 | total_timesteps 3564.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.528058302967205
Path 279 | total_timesteps 3574.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.528003331251302
Path 280 | total_timesteps 3587.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.528260643280941
Path 281 | total_timesteps 3603.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.528309741881765
Path 282 | total_timesteps 3617.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.528150692059528
Path 283 | total_timesteps 3629.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.527367325702393
Path 284 | total_timesteps 3636.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.527104359587971
Path 285 | total_timesteps 3647.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.52652933832709
Path 286 | total_timesteps 3655.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.526682617289088
Path 287 | total_timesteps 3670.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.526315789473685
Path 288 | total_timesteps 3681.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.525845033801351
Path 289 | total_timesteps 3690.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.525374376039933
Path 290 | total_timesteps 3699.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.525631693875429
Path 291 | total_timesteps 3715.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.525161156165524
Path 292 | total_timesteps 3724.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.524690716290674
Path 293 | total_timesteps 3733.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.524324324324324
Path 294 | total_timesteps 3743.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.524373765720819
Path 295 | total_timesteps 3757.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.523903554354604
Path 296 | total_timesteps 3766.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.523641276109322
Path 297 | total_timesteps 3777.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.52317123857024
Path 298 | total_timesteps 3786.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.523324675324675
Path 299 | total_timesteps 3801.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.522958653646375
Path 300 | total_timesteps 3811.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.522800457047886
Path 301 | total_timesteps 3823.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.522746157041961
Path 302 | total_timesteps 3837.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.522380309481774
Path 303 | total_timesteps 3847.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.522326064382138
Path 304 | total_timesteps 3861.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.52216799916935
Path 305 | total_timesteps 3873.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.522736710963455
Path 306 | total_timesteps 3893.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.52247482611855
Path 307 | total_timesteps 3905.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.52221299564044
Path 308 | total_timesteps 3917.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.523715620134924
Path 309 | total_timesteps 3945.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.525633042756331
Path 310 | total_timesteps 3977.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.525370966068278
Path 311 | total_timesteps 3988.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.525316455696203
Path 312 | total_timesteps 4001.
number of affinization with epsilon = 3 is 37
average number of affinization = 12.527855586679117
Path 313 | total_timesteps 4039.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.527489626556017
Path 314 | total_timesteps 4049.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.527849808111192
Path 315 | total_timesteps 4066.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.527691350342252
Path 316 | total_timesteps 4079.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.52825884060977
Path 317 | total_timesteps 4098.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.528307756117794
Path 318 | total_timesteps 4112.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.527734577501295
Path 319 | total_timesteps 4120.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.527265187642547
Path 320 | total_timesteps 4129.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.527728827614803
Path 321 | total_timesteps 4147.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.52705223880597
Path 322 | total_timesteps 4154.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.526893978650637
Path 323 | total_timesteps 4166.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.526839378238343
Path 324 | total_timesteps 4179.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.526784789141022
Path 325 | total_timesteps 4193.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.527351844177373
Path 326 | total_timesteps 4212.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.527400808038951
Path 327 | total_timesteps 4226.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.527449761756785
Path 328 | total_timesteps 4240.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.526877265665458
Path 329 | total_timesteps 4248.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.527858326429163
Path 330 | total_timesteps 4271.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.527285906596251
Path 331 | total_timesteps 4279.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.526713605301305
Path 332 | total_timesteps 4288.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.526866135210684
Path 333 | total_timesteps 4303.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.526604554865424
Path 334 | total_timesteps 4314.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.526446537625505
Path 335 | total_timesteps 4326.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.525667563651417
Path 336 | total_timesteps 4333.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.526544551381559
Path 337 | total_timesteps 4356.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.52617963576159
Path 338 | total_timesteps 4366.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.525814795654423
Path 339 | total_timesteps 4376.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.52565694185806
Path 340 | total_timesteps 4389.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.525912899555188
Path 341 | total_timesteps 4405.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.52689284236657
Path 342 | total_timesteps 4428.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.526321232805875
Path 343 | total_timesteps 4436.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.526577042399174
Path 344 | total_timesteps 4452.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.52590218178058
Path 345 | total_timesteps 4459.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.526881720430108
Path 346 | total_timesteps 4482.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.526620490023777
Path 347 | total_timesteps 4493.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.526876162910895
Path 348 | total_timesteps 4509.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.526201550387597
Path 349 | total_timesteps 4516.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.525733774286895
Path 350 | total_timesteps 4526.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.526402810788467
Path 351 | total_timesteps 4546.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.525935110560033
Path 352 | total_timesteps 4555.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.525777456348797
Path 353 | total_timesteps 4568.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.52654958677686
Path 354 | total_timesteps 4589.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.52618531143477
Path 355 | total_timesteps 4599.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.527990084693245
Path 356 | total_timesteps 4630.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.527419188268098
Path 357 | total_timesteps 4638.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.527054935976869
Path 358 | total_timesteps 4648.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.526897263810016
Path 359 | total_timesteps 4660.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.52653314061532
Path 360 | total_timesteps 4670.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.526272323732838
Path 361 | total_timesteps 4681.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.525805119735756
Path 362 | total_timesteps 4690.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.525647641655485
Path 363 | total_timesteps 4703.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.525386996904025
Path 364 | total_timesteps 4714.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.525539160045403
Path 365 | total_timesteps 4729.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.525072224515064
Path 366 | total_timesteps 4738.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.524502218095533
Path 367 | total_timesteps 4746.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.524654425417785
Path 368 | total_timesteps 4762.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.524084579680247
Path 369 | total_timesteps 4770.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.5243399339934
Path 370 | total_timesteps 4786.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.524079612251212
Path 371 | total_timesteps 4797.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.523716230150546
Path 372 | total_timesteps 4807.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.523146716156305
Path 373 | total_timesteps 4815.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.524226804123712
Path 374 | total_timesteps 4841.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.524482012163695
Path 375 | total_timesteps 4857.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.523809523809524
Path 376 | total_timesteps 4864.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.523858600432856
Path 377 | total_timesteps 4878.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.523495465787304
Path 378 | total_timesteps 4888.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.523235445646574
Path 379 | total_timesteps 4899.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.523181537193489
Path 380 | total_timesteps 4912.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.523127639847532
Path 381 | total_timesteps 4925.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.522661722290895
Path 382 | total_timesteps 4934.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.522298897929756
Path 383 | total_timesteps 4944.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.522348094747683
Path 384 | total_timesteps 4958.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.522294305426836
Path 385 | total_timesteps 4972.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.522240527182866
Path 386 | total_timesteps 4985.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.522083805209514
Path 387 | total_timesteps 4997.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.521927115503397
Path 388 | total_timesteps 5009.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.521564590838908
Path 389 | total_timesteps 5019.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.521099217785096
Path 390 | total_timesteps 5028.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.52053102809509
Path 391 | total_timesteps 5036.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.519962955340604
Path 392 | total_timesteps 5044.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.520012346949274
Path 393 | total_timesteps 5058.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.519753086419753
Path 394 | total_timesteps 5070.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.519391009155436
Path 395 | total_timesteps 5081.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.51913186587122
Path 396 | total_timesteps 5092.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.520621207446261
Path 397 | total_timesteps 5121.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.52046482928836
Path 398 | total_timesteps 5133.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.52
Path 399 | total_timesteps 5142.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.519535266296526
Path 400 | total_timesteps 5151.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.520612727459648
Path 401 | total_timesteps 5175.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.520250822368421
Path 402 | total_timesteps 5185.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.520094562647754
Path 403 | total_timesteps 5197.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.520452209660842
Path 404 | total_timesteps 5214.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.519884903915322
Path 405 | total_timesteps 5222.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.519728729963008
Path 406 | total_timesteps 5234.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.519161615123805
Path 407 | total_timesteps 5243.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.518902814875693
Path 408 | total_timesteps 5254.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.51874678993323
Path 409 | total_timesteps 5266.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.518693508627774
Path 410 | total_timesteps 5279.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.518229434117284
Path 411 | total_timesteps 5288.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.518278907373178
Path 412 | total_timesteps 5302.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.517814970736215
Path 413 | total_timesteps 5311.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.517248459958932
Path 414 | total_timesteps 5319.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.516579406631763
Path 415 | total_timesteps 5326.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.517758160541984
Path 416 | total_timesteps 5352.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.517089192240583
Path 417 | total_timesteps 5360.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.517857142857142
Path 418 | total_timesteps 5381.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.517906618778861
Path 419 | total_timesteps 5396.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.517750872152678
Path 420 | total_timesteps 5408.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.517902944495741
Path 421 | total_timesteps 5424.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.517542059909726
Path 422 | total_timesteps 5434.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.51718124935891
Path 423 | total_timesteps 5444.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.517435897435897
Path 424 | total_timesteps 5460.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.517587939698492
Path 425 | total_timesteps 5475.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.516919606234618
Path 426 | total_timesteps 5482.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.516866605147134
Path 427 | total_timesteps 5496.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.517736313307362
Path 428 | total_timesteps 5518.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.517785750896977
Path 429 | total_timesteps 5532.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.517630176301763
Path 430 | total_timesteps 5545.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.517782105155273
Path 431 | total_timesteps 5560.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.51762656282025
Path 432 | total_timesteps 5572.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.518188338969157
Path 433 | total_timesteps 5591.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.517827868852459
Path 434 | total_timesteps 5601.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.517774818153878
Path 435 | total_timesteps 5615.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.517414464249129
Path 436 | total_timesteps 5625.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.517054184164703
Path 437 | total_timesteps 5635.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.516591560835723
Path 438 | total_timesteps 5644.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.516743471582181
Path 439 | total_timesteps 5659.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.516178578742576
Path 440 | total_timesteps 5667.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.515716187160848
Path 441 | total_timesteps 5676.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.516175266175265
Path 442 | total_timesteps 5694.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.515712969597708
Path 443 | total_timesteps 5704.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.516171954964175
Path 444 | total_timesteps 5722.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.51785897042268
Path 445 | total_timesteps 5752.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.51760130986492
Path 446 | total_timesteps 5763.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.51703673385859
Path 447 | total_timesteps 5771.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.51718845917741
Path 448 | total_timesteps 5786.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.517033248081841
Path 449 | total_timesteps 5798.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.516775777414075
Path 450 | total_timesteps 5809.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.516927482867956
Path 451 | total_timesteps 5824.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.516363264471263
Path 452 | total_timesteps 5832.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.515901421413233
Path 453 | total_timesteps 5841.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.51564417177914
Path 454 | total_timesteps 5852.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.515795930886412
Path 455 | total_timesteps 5867.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.515947658965446
Path 456 | total_timesteps 5882.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.515690483491772
Path 457 | total_timesteps 5894.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.515126737530663
Path 458 | total_timesteps 5902.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.515176290240163
Path 459 | total_timesteps 5917.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.515736766809729
Path 460 | total_timesteps 5937.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.515479717993257
Path 461 | total_timesteps 5948.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.514916223947692
Path 462 | total_timesteps 5958.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.514455000510777
Path 463 | total_timesteps 5967.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.514198161389173
Path 464 | total_timesteps 5978.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.513839240118477
Path 465 | total_timesteps 5988.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.513786764705882
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.71    |
| Iteration     | 22       |
| MaximumReturn | 3.56     |
| MinimumReturn | -19.9    |
| TotalSamples  | 96088    |
----------------------------
itr #23 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.33426523208618164
Validation loss = 0.3380187749862671
Validation loss = 0.3417251408100128
Validation loss = 0.3389468193054199
Validation loss = 0.3407350480556488
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3364594876766205
Validation loss = 0.33741888403892517
Validation loss = 0.33997809886932373
Validation loss = 0.3374354839324951
Validation loss = 0.3412593901157379
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 = 12.51332584499132
Path 1 | total_timesteps 9.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.5129671227282
Path 2 | total_timesteps 19.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.513323124042879
Path 3 | total_timesteps 36.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.513372805226624
Path 4 | total_timesteps 50.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.513116260079617
Path 5 | total_timesteps 61.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.51316595223515
Path 6 | total_timesteps 75.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.512603326870089
Path 7 | total_timesteps 83.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.51204081632653
Path 8 | total_timesteps 91.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.51137639016427
Path 9 | total_timesteps 98.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.511426239542951
Path 10 | total_timesteps 112.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.511170049984699
Path 11 | total_timesteps 123.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.510913912688698
Path 12 | total_timesteps 135.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.510249872514024
Path 13 | total_timesteps 143.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.51009585967775
Path 14 | total_timesteps 155.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.51024778219639
Path 15 | total_timesteps 170.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.509889885807505
Path 16 | total_timesteps 180.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.509939851157101
Path 17 | total_timesteps 194.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.510703363914374
Path 18 | total_timesteps 217.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.510651309754357
Path 19 | total_timesteps 230.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.510293518141053
Path 20 | total_timesteps 240.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.510037705085091
Path 21 | total_timesteps 251.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.509476258406359
Path 22 | total_timesteps 259.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.510035659704533
Path 23 | total_timesteps 278.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.50957620211899
Path 24 | total_timesteps 287.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.510542935723745
Path 25 | total_timesteps 310.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.510287227541252
Path 26 | total_timesteps 321.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.509929728078216
Path 27 | total_timesteps 331.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.509674134419551
Path 28 | total_timesteps 342.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.509214947561349
Path 29 | total_timesteps 351.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.508857666463042
Path 30 | total_timesteps 361.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.508704061895552
Path 31 | total_timesteps 373.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.508245114006515
Path 32 | total_timesteps 382.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.507888040712468
Path 33 | total_timesteps 392.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.507938123346225
Path 34 | total_timesteps 406.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.50819171669889
Path 35 | total_timesteps 422.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.507733007733007
Path 36 | total_timesteps 431.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.508088310102757
Path 37 | total_timesteps 448.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.507731434384537
Path 38 | total_timesteps 458.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.507883226528328
Path 39 | total_timesteps 473.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.508441822620016
Path 40 | total_timesteps 492.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.507983321468524
Path 41 | total_timesteps 501.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.507626601586333
Path 42 | total_timesteps 511.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.507371631926793
Path 43 | total_timesteps 522.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.50681171207808
Path 44 | total_timesteps 530.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.506353563078175
Path 45 | total_timesteps 539.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.506200447245375
Path 46 | total_timesteps 551.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.506148998882
Path 47 | total_timesteps 564.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.50630081300813
Path 48 | total_timesteps 580.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.50584290214409
Path 49 | total_timesteps 589.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.505486689697216
Path 50 | total_timesteps 600.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.505028954587017
Path 51 | total_timesteps 609.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.505485574969525
Path 52 | total_timesteps 627.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.504926358557643
Path 53 | total_timesteps 635.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.504773512086127
Path 54 | total_timesteps 647.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.504519142886158
Path 55 | total_timesteps 658.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.503858651502844
Path 56 | total_timesteps 666.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.503807493146512
Path 57 | total_timesteps 680.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.503350253807106
Path 58 | total_timesteps 689.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.502893107298751
Path 59 | total_timesteps 698.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.502639058059277
Path 60 | total_timesteps 709.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.502182076524916
Path 61 | total_timesteps 718.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.50172518774102
Path 62 | total_timesteps 728.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.501572805682395
Path 63 | total_timesteps 740.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.502029220779221
Path 64 | total_timesteps 758.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.501572486557777
Path 65 | total_timesteps 767.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.503550415905863
Path 66 | total_timesteps 800.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.504006491530582
Path 67 | total_timesteps 818.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.504259634888438
Path 68 | total_timesteps 834.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.505222594057399
Path 69 | total_timesteps 857.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.504867166903265
Path 70 | total_timesteps 867.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.50491736794079
Path 71 | total_timesteps 881.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.504967558799676
Path 72 | total_timesteps 895.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.50522047643183
Path 73 | total_timesteps 911.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.504763835394284
Path 74 | total_timesteps 920.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.504509982770852
Path 75 | total_timesteps 931.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.505168220510742
Path 76 | total_timesteps 951.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.504711723578882
Path 77 | total_timesteps 961.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.50435663627153
Path 78 | total_timesteps 971.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.504508155202107
Path 79 | total_timesteps 986.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.50395056726094
Path 80 | total_timesteps 995.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.50329180593538
Path 81 | total_timesteps 1002.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.503443386672068
Path 82 | total_timesteps 1017.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.503088607594936
Path 83 | total_timesteps 1027.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.50243013365735
Path 84 | total_timesteps 1034.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.502581755593804
Path 85 | total_timesteps 1050.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.50202470135655
Path 86 | total_timesteps 1058.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.501467759894727
Path 87 | total_timesteps 1066.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.501214574898786
Path 88 | total_timesteps 1077.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.501669871470499
Path 89 | total_timesteps 1095.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.501416717263712
Path 90 | total_timesteps 1106.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.50156834969139
Path 91 | total_timesteps 1121.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.501315256980979
Path 92 | total_timesteps 1132.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.501264542235711
Path 93 | total_timesteps 1146.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.501011531458628
Path 94 | total_timesteps 1157.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.500556286032163
Path 95 | total_timesteps 1167.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.500303398058252
Path 96 | total_timesteps 1178.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.49994943877035
Path 97 | total_timesteps 1189.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.499393326592518
Path 98 | total_timesteps 1198.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.500353857041755
Path 99 | total_timesteps 1221.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.500202183582694
Path 100 | total_timesteps 1233.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.499747296067927
Path 101 | total_timesteps 1242.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.49919142914898
Path 102 | total_timesteps 1250.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.498736735725114
Path 103 | total_timesteps 1259.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.498282134195634
Path 104 | total_timesteps 1268.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.497726583813277
Path 105 | total_timesteps 1277.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.497979389775713
Path 106 | total_timesteps 1293.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.49762602283059
Path 107 | total_timesteps 1303.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.498585858585859
Path 108 | total_timesteps 1326.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.498535501464499
Path 109 | total_timesteps 1339.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.498182185417088
Path 110 | total_timesteps 1349.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.498030899727356
Path 111 | total_timesteps 1361.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.497879644588044
Path 112 | total_timesteps 1373.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.498233215547703
Path 113 | total_timesteps 1390.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.497880072683222
Path 114 | total_timesteps 1401.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.498233572221661
Path 115 | total_timesteps 1418.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.498788857488897
Path 116 | total_timesteps 1437.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.498435765465738
Path 117 | total_timesteps 1447.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.497880928355197
Path 118 | total_timesteps 1455.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.497427101200685
Path 119 | total_timesteps 1465.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.49727602905569
Path 120 | total_timesteps 1477.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.49682235448401
Path 121 | total_timesteps 1486.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.496671373814808
Path 122 | total_timesteps 1498.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.496520423600606
Path 123 | total_timesteps 1511.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.496268656716419
Path 124 | total_timesteps 1522.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.495815266713723
Path 125 | total_timesteps 1531.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.496672716273443
Path 126 | total_timesteps 1555.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.497227543099102
Path 127 | total_timesteps 1575.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.496673387096774
Path 128 | total_timesteps 1583.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.496724120552363
Path 129 | total_timesteps 1598.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.496270913122354
Path 130 | total_timesteps 1607.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.496220900937217
Path 131 | total_timesteps 1621.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.495667069729947
Path 132 | total_timesteps 1629.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.49632241813602
Path 133 | total_timesteps 1649.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.496171670360669
Path 134 | total_timesteps 1662.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.496020952956583
Path 135 | total_timesteps 1674.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.495366639806608
Path 136 | total_timesteps 1682.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.494913888609124
Path 137 | total_timesteps 1691.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.495065458207453
Path 138 | total_timesteps 1706.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.49531769207532
Path 139 | total_timesteps 1722.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.494865082561418
Path 140 | total_timesteps 1731.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.496023356488474
Path 141 | total_timesteps 1756.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.495570767062613
Path 142 | total_timesteps 1765.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.495118268746854
Path 143 | total_timesteps 1774.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.495471014492754
Path 144 | total_timesteps 1791.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.495219885277246
Path 145 | total_timesteps 1804.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.49527067820487
Path 146 | total_timesteps 1818.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.495522688399236
Path 147 | total_timesteps 1834.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.495573440643863
Path 148 | total_timesteps 1848.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.49532240217282
Path 149 | total_timesteps 1859.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.495976664654998
Path 150 | total_timesteps 1879.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.495826209393543
Path 151 | total_timesteps 1891.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.495575221238939
Path 152 | total_timesteps 1902.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.495123177476119
Path 153 | total_timesteps 1911.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.494470138749247
Path 154 | total_timesteps 1919.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.493817231326029
Path 155 | total_timesteps 1927.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.494672295938882
Path 156 | total_timesteps 1949.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.49462257513318
Path 157 | total_timesteps 1962.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.494572864321608
Path 158 | total_timesteps 1975.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.495126117978092
Path 159 | total_timesteps 1994.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.494774919614148
Path 160 | total_timesteps 2005.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.49432331960213
Path 161 | total_timesteps 2014.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.493771348201728
Path 162 | total_timesteps 2022.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.494224008036163
Path 163 | total_timesteps 2040.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.49367215749297
Path 164 | total_timesteps 2048.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.49362257708145
Path 165 | total_timesteps 2061.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.494376380799357
Path 166 | total_timesteps 2082.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.494125916256653
Path 167 | total_timesteps 2093.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.493875502008033
Path 168 | total_timesteps 2105.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.49422748720008
Path 169 | total_timesteps 2123.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.49357558723148
Path 170 | total_timesteps 2131.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.49362641774566
Path 171 | total_timesteps 2145.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.492974708952229
Path 172 | total_timesteps 2152.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.492824887104867
Path 173 | total_timesteps 2164.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.492273730684326
Path 174 | total_timesteps 2172.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.49212400923046
Path 175 | total_timesteps 2184.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.491673354735152
Path 176 | total_timesteps 2193.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.491624034506971
Path 177 | total_timesteps 2207.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.491374122367102
Path 178 | total_timesteps 2219.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.491425132885368
Path 179 | total_timesteps 2234.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.491075010028078
Path 180 | total_timesteps 2244.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.490524415922993
Path 181 | total_timesteps 2252.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.489973932223782
Path 182 | total_timesteps 2260.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.490025062656642
Path 183 | total_timesteps 2274.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.489775461106657
Path 184 | total_timesteps 2285.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.489926831712939
Path 185 | total_timesteps 2300.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.490479053918621
Path 186 | total_timesteps 2319.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.490129271470087
Path 187 | total_timesteps 2329.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.490781563126253
Path 188 | total_timesteps 2349.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.490532010820559
Path 189 | total_timesteps 2360.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.490683229813664
Path 190 | total_timesteps 2375.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.49033356706401
Path 191 | total_timesteps 2385.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.489783653846153
Path 192 | total_timesteps 2393.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.48943415122684
Path 193 | total_timesteps 2404.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.490486681353895
Path 194 | total_timesteps 2428.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.489936917993392
Path 195 | total_timesteps 2436.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.489287144573488
Path 196 | total_timesteps 2443.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.489438382220442
Path 197 | total_timesteps 2458.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.488888888888889
Path 198 | total_timesteps 2466.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.488239415473927
Path 199 | total_timesteps 2473.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.4878903122498
Path 200 | total_timesteps 2483.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.48854197938557
Path 201 | total_timesteps 2504.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.488593155893536
Path 202 | total_timesteps 2518.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.489244622311155
Path 203 | total_timesteps 2539.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.489595838335335
Path 204 | total_timesteps 2556.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.489746924077224
Path 205 | total_timesteps 2571.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.489697939587918
Path 206 | total_timesteps 2585.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.48984898489849
Path 207 | total_timesteps 2600.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.4895
Path 208 | total_timesteps 2610.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.48915108489151
Path 209 | total_timesteps 2620.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.49000199960008
Path 210 | total_timesteps 2642.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.489753074077777
Path 211 | total_timesteps 2653.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.489604158336665
Path 212 | total_timesteps 2665.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.489255372313844
Path 213 | total_timesteps 2676.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.489106536078353
Path 214 | total_timesteps 2688.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.488857799540321
Path 215 | total_timesteps 2699.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.48870903277378
Path 216 | total_timesteps 2711.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.488760115895694
Path 217 | total_timesteps 2726.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.488311688311688
Path 218 | total_timesteps 2735.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.488163020677256
Path 219 | total_timesteps 2748.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.487914502596883
Path 220 | total_timesteps 2759.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.487366423649256
Path 221 | total_timesteps 2767.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.486918314359896
Path 222 | total_timesteps 2776.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.486669995007489
Path 223 | total_timesteps 2787.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.486222044728434
Path 224 | total_timesteps 2796.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.48597384446441
Path 225 | total_timesteps 2807.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.485725693751247
Path 226 | total_timesteps 2819.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.485876834015372
Path 227 | total_timesteps 2834.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.486526946107784
Path 228 | total_timesteps 2854.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.486378604929648
Path 229 | total_timesteps 2866.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.48702853721812
Path 230 | total_timesteps 2886.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.487079716651701
Path 231 | total_timesteps 2900.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.48683160415004
Path 232 | total_timesteps 2911.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.486783042394014
Path 233 | total_timesteps 2924.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.486136046279674
Path 234 | total_timesteps 2931.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.486287025032413
Path 235 | total_timesteps 2946.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.486537694455524
Path 236 | total_timesteps 2962.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.485990627181174
Path 237 | total_timesteps 2970.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.48654037886341
Path 238 | total_timesteps 2989.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.4860931113548
Path 239 | total_timesteps 2998.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.486742424242424
Path 240 | total_timesteps 3018.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.487192265523772
Path 241 | total_timesteps 3036.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.487542355989635
Path 242 | total_timesteps 3053.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.487493771798704
Path 243 | total_timesteps 3066.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.48684734954165
Path 244 | total_timesteps 3073.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.48659958154827
Path 245 | total_timesteps 3084.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.486551105797968
Path 246 | total_timesteps 3097.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.486303416674968
Path 247 | total_timesteps 3108.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.486155378486055
Path 248 | total_timesteps 3120.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.486306144806294
Path 249 | total_timesteps 3136.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.486456881099382
Path 250 | total_timesteps 3151.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.485811012645623
Path 251 | total_timesteps 3158.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.485563520509757
Path 252 | total_timesteps 3169.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.485017421602787
Path 253 | total_timesteps 3177.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.485765478797532
Path 254 | total_timesteps 3198.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.485717129491391
Path 255 | total_timesteps 3211.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.48546974522293
Path 256 | total_timesteps 3223.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.485421434968654
Path 257 | total_timesteps 3238.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.485174129353235
Path 258 | total_timesteps 3250.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.485026365535768
Path 259 | total_timesteps 3263.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.48458018304815
Path 260 | total_timesteps 3272.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.484531980503332
Path 261 | total_timesteps 3285.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.483986473045555
Path 262 | total_timesteps 3293.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.48393833913476
Path 263 | total_timesteps 3306.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.48349244232299
Path 264 | total_timesteps 3316.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.483046634185145
Path 265 | total_timesteps 3325.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.482799761383973
Path 266 | total_timesteps 3336.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.482851178049508
Path 267 | total_timesteps 3351.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.482902584493042
Path 268 | total_timesteps 3365.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.482457012225424
Path 269 | total_timesteps 3374.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.482011528523156
Path 270 | total_timesteps 3383.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.481665507303985
Path 271 | total_timesteps 3393.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.481319554848966
Path 272 | total_timesteps 3403.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.481371087928466
Path 273 | total_timesteps 3417.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.480727200476853
Path 274 | total_timesteps 3424.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.480580113241283
Path 275 | total_timesteps 3436.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.480135081446166
Path 276 | total_timesteps 3445.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.479590823319098
Path 277 | total_timesteps 3453.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.480238331678253
Path 278 | total_timesteps 3473.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.479992056399563
Path 279 | total_timesteps 3484.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.47934868943606
Path 280 | total_timesteps 3491.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.480194579569146
Path 281 | total_timesteps 3513.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.479948381973397
Path 282 | total_timesteps 3524.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.47970223325062
Path 283 | total_timesteps 3535.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.479753870583565
Path 284 | total_timesteps 3549.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.479805497667957
Path 285 | total_timesteps 3563.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.479658662433023
Path 286 | total_timesteps 3575.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.478916559182458
Path 287 | total_timesteps 3583.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.478571428571428
Path 288 | total_timesteps 3593.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.478325562940185
Path 289 | total_timesteps 3604.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.477980559412815
Path 290 | total_timesteps 3615.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.477437270653576
Path 291 | total_timesteps 3623.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.476993256644189
Path 292 | total_timesteps 3633.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.476648487853247
Path 293 | total_timesteps 3644.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.476997818758676
Path 294 | total_timesteps 3661.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.476454842867057
Path 295 | total_timesteps 3669.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.476011102299761
Path 296 | total_timesteps 3678.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.475864803251065
Path 297 | total_timesteps 3690.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.475718533201189
Path 298 | total_timesteps 3702.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.475968684966801
Path 299 | total_timesteps 3719.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.475525168450257
Path 300 | total_timesteps 3728.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.475378975527594
Path 301 | total_timesteps 3740.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.47523281157123
Path 302 | total_timesteps 3752.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.474789499752353
Path 303 | total_timesteps 3762.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.474445324881142
Path 304 | total_timesteps 3772.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.47410121818362
Path 305 | total_timesteps 3783.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.474846504258268
Path 306 | total_timesteps 3804.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.474601445687691
Path 307 | total_timesteps 3816.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.474257425742575
Path 308 | total_timesteps 3826.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.474012474012474
Path 309 | total_timesteps 3837.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.473470599881212
Path 310 | total_timesteps 3845.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.473225774522419
Path 311 | total_timesteps 3856.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.472980997624703
Path 312 | total_timesteps 3867.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.472538347352796
Path 313 | total_timesteps 3876.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.47199683356422
Path 314 | total_timesteps 3884.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.471356485604037
Path 315 | total_timesteps 3893.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.470815195884448
Path 316 | total_timesteps 3901.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.470471856761302
Path 317 | total_timesteps 3911.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.470524233432245
Path 318 | total_timesteps 3925.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.470180990999902
Path 319 | total_timesteps 3935.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.470628955696203
Path 320 | total_timesteps 3953.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.471274597053299
Path 321 | total_timesteps 3973.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.47083250939292
Path 322 | total_timesteps 3982.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.4707859614434
Path 323 | total_timesteps 3995.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.470937129300118
Path 324 | total_timesteps 4010.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.47039636255807
Path 325 | total_timesteps 4018.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.469756868946432
Path 326 | total_timesteps 4025.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.469413973712818
Path 327 | total_timesteps 4035.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.46887351778656
Path 328 | total_timesteps 4043.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.469123604386919
Path 329 | total_timesteps 4060.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.468682078640585
Path 330 | total_timesteps 4069.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.468240640126444
Path 331 | total_timesteps 4078.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.467601738443303
Path 332 | total_timesteps 4085.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.46706172839506
Path 333 | total_timesteps 4093.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.466719336361841
Path 334 | total_timesteps 4103.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.466377011948257
Path 335 | total_timesteps 4113.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.466330963665087
Path 336 | total_timesteps 4126.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.466581103761477
Path 337 | total_timesteps 4142.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.467423494570582
Path 338 | total_timesteps 4164.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.467081235810877
Path 339 | total_timesteps 4174.
number of affinization with epsilon = 3 is 35
average number of affinization = 12.469305171733122
Path 340 | total_timesteps 4210.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.469061482285602
Path 341 | total_timesteps 4221.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.469508584961515
Path 342 | total_timesteps 4240.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.469560927479034
Path 343 | total_timesteps 4254.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.470007892659826
Path 344 | total_timesteps 4272.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.470454769655717
Path 345 | total_timesteps 4290.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.47070428092326
Path 346 | total_timesteps 4307.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.47036196863596
Path 347 | total_timesteps 4317.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.470907297830374
Path 348 | total_timesteps 4336.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.47115669066167
Path 349 | total_timesteps 4352.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.471504634194439
Path 350 | total_timesteps 4369.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.471655328798185
Path 351 | total_timesteps 4384.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.47121451104101
Path 352 | total_timesteps 4393.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.471463775258748
Path 353 | total_timesteps 4409.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.471220185294698
Path 354 | total_timesteps 4420.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.471370848526659
Path 355 | total_timesteps 4435.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.472309814741822
Path 356 | total_timesteps 4458.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.47265740467041
Path 357 | total_timesteps 4475.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.472413793103449
Path 358 | total_timesteps 4486.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.473056841690473
Path 359 | total_timesteps 4506.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.473108747044916
Path 360 | total_timesteps 4521.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.473160642174726
Path 361 | total_timesteps 4536.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.473311010439236
Path 362 | total_timesteps 4551.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.473264401772527
Path 363 | total_timesteps 4564.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.473020874359984
Path 364 | total_timesteps 4575.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.473171211972039
Path 365 | total_timesteps 4590.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.474010632014176
Path 366 | total_timesteps 4612.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.473668668176002
Path 367 | total_timesteps 4622.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.473228346456693
Path 368 | total_timesteps 4631.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.472788111406357
Path 369 | total_timesteps 4640.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.47254477465066
Path 370 | total_timesteps 4651.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.47259667421037
Path 371 | total_timesteps 4665.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.47353404171586
Path 372 | total_timesteps 4689.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.474077717658632
Path 373 | total_timesteps 4708.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.47383434979343
Path 374 | total_timesteps 4719.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.47378774466411
Path 375 | total_timesteps 4732.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.473937844217152
Path 376 | total_timesteps 4747.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.47418625233553
Path 377 | total_timesteps 4763.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.474532940019666
Path 378 | total_timesteps 4780.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.474093009536919
Path 379 | total_timesteps 4790.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.474341329138813
Path 380 | total_timesteps 4806.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.474098102821193
Path 381 | total_timesteps 4817.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.47375663455868
Path 382 | total_timesteps 4827.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.473611793611793
Path 383 | total_timesteps 4839.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.473270440251572
Path 384 | total_timesteps 4849.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.474403065736464
Path 385 | total_timesteps 4874.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.474356455099233
Path 386 | total_timesteps 4887.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.474015129187544
Path 387 | total_timesteps 4897.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.473379174852653
Path 388 | total_timesteps 4906.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.473922011590217
Path 389 | total_timesteps 4925.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.474170104105283
Path 390 | total_timesteps 4941.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.474025336344889
Path 391 | total_timesteps 4953.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.473880597014926
Path 392 | total_timesteps 4965.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.474030436917035
Path 393 | total_timesteps 4980.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.473493029648537
Path 394 | total_timesteps 4988.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.472759399234318
Path 395 | total_timesteps 4995.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.472222222222221
Path 396 | total_timesteps 5004.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.471881440769458
Path 397 | total_timesteps 5014.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.471540726202159
Path 398 | total_timesteps 5024.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.471592581689727
Path 399 | total_timesteps 5038.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.471546310832025
Path 400 | total_timesteps 5052.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.471205729422152
Path 401 | total_timesteps 5062.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.471453796350795
Path 402 | total_timesteps 5078.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.471897989210397
Path 403 | total_timesteps 5096.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.471459395841507
Path 404 | total_timesteps 5105.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.47111895655585
Path 405 | total_timesteps 5115.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.471759168464406
Path 406 | total_timesteps 5135.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.47141876654574
Path 407 | total_timesteps 5145.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.470882352941176
Path 408 | total_timesteps 5153.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.471130281344966
Path 409 | total_timesteps 5170.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.470692021172319
Path 410 | total_timesteps 5179.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.470155836518671
Path 411 | total_timesteps 5187.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.469913759310074
Path 412 | total_timesteps 5198.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.471043606075453
Path 413 | total_timesteps 5224.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.470311581422692
Path 414 | total_timesteps 5230.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.470265504065837
Path 415 | total_timesteps 5244.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.471199059561128
Path 416 | total_timesteps 5267.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.4707610931531
Path 417 | total_timesteps 5276.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.470421155729676
Path 418 | total_timesteps 5286.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.470081284888845
Path 419 | total_timesteps 5296.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.46993732863298
Path 420 | total_timesteps 5308.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.46969548614511
Path 421 | total_timesteps 5319.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.469551595848834
Path 422 | total_timesteps 5331.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.469701419481154
Path 423 | total_timesteps 5346.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.469361785434613
Path 424 | total_timesteps 5356.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.468924341783302
Path 425 | total_timesteps 5365.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.4687805832844
Path 426 | total_timesteps 5377.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.469126137586848
Path 427 | total_timesteps 5394.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.468590998043053
Path 428 | total_timesteps 5402.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.468055963212993
Path 429 | total_timesteps 5410.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.467521033065935
Path 430 | total_timesteps 5418.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.467084026215396
Path 431 | total_timesteps 5428.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.467331768388107
Path 432 | total_timesteps 5444.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.467481662591688
Path 433 | total_timesteps 5460.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.466946997848622
Path 434 | total_timesteps 5468.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.466510218050258
Path 435 | total_timesteps 5477.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.466464606961283
Path 436 | total_timesteps 5490.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.46622348225633
Path 437 | total_timesteps 5502.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.465689149560117
Path 438 | total_timesteps 5511.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.466132342879485
Path 439 | total_timesteps 5529.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.466086786551994
Path 440 | total_timesteps 5542.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.465650346916838
Path 441 | total_timesteps 5551.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.465604846589798
Path 442 | total_timesteps 5565.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.465363947239863
Path 443 | total_timesteps 5576.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.465123094958969
Path 444 | total_timesteps 5587.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.464882289733321
Path 445 | total_timesteps 5598.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.465129908185192
Path 446 | total_timesteps 5614.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.464498486180291
Path 447 | total_timesteps 5621.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.46484375
Path 448 | total_timesteps 5638.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.464798359535202
Path 449 | total_timesteps 5651.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.464752977933998
Path 450 | total_timesteps 5664.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.46470760519379
Path 451 | total_timesteps 5677.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.464662241311988
Path 452 | total_timesteps 5690.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.46422645192777
Path 453 | total_timesteps 5699.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.464278742924067
Path 454 | total_timesteps 5713.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.463745486483848
Path 455 | total_timesteps 5721.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.463309914129587
Path 456 | total_timesteps 5730.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.464142843204215
Path 457 | total_timesteps 5752.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.463609756097561
Path 458 | total_timesteps 5760.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.464344941956883
Path 459 | total_timesteps 5781.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.464494732735076
Path 460 | total_timesteps 5796.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.464351897005754
Path 461 | total_timesteps 5808.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.464111566218062
Path 462 | total_timesteps 5819.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.464651389566065
Path 463 | total_timesteps 5838.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.464801092043682
Path 464 | total_timesteps 5853.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.464950765330993
Path 465 | total_timesteps 5868.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.464418015207643
Path 466 | total_timesteps 5876.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.465055073593918
Path 467 | total_timesteps 5896.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.464619883040935
Path 468 | total_timesteps 5905.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.465841535912679
Path 469 | total_timesteps 5931.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.465503800428767
Path 470 | total_timesteps 5941.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.465263568157459
Path 471 | total_timesteps 5952.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.465120810600157
Path 472 | total_timesteps 5964.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.464588407208963
Path 473 | total_timesteps 5972.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.464348334307422
Path 474 | total_timesteps 5983.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.463816109866563
Path 475 | total_timesteps 5991.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.463770938839112
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.51    |
| Iteration     | 23       |
| MaximumReturn | 5.26     |
| MinimumReturn | -17.9    |
| TotalSamples  | 100090   |
----------------------------
itr #24 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3320680558681488
Validation loss = 0.33683931827545166
Validation loss = 0.3381180465221405
Validation loss = 0.33891409635543823
Validation loss = 0.34079909324645996
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.33180662989616394
Validation loss = 0.33523425459861755
Validation loss = 0.33865392208099365
Validation loss = 0.33987534046173096
Validation loss = 0.3385009765625
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 11
average number of affinization = 12.463628396143733
Path 1 | total_timesteps 12.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.463291139240507
Path 2 | total_timesteps 22.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.462953948008957
Path 3 | total_timesteps 32.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.46368769470405
Path 4 | total_timesteps 53.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.463642558162173
Path 5 | total_timesteps 66.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.463402764259296
Path 6 | total_timesteps 77.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.462968369829683
Path 7 | total_timesteps 86.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.46340988711561
Path 8 | total_timesteps 104.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.46278096720833
Path 9 | total_timesteps 111.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.462541350457288
Path 10 | total_timesteps 122.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.46346920906703
Path 11 | total_timesteps 145.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.463424124513619
Path 12 | total_timesteps 158.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.462892714716467
Path 13 | total_timesteps 166.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.462166893600466
Path 14 | total_timesteps 172.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.461927453077896
Path 15 | total_timesteps 183.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.46149358226371
Path 16 | total_timesteps 192.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.46164316966456
Path 17 | total_timesteps 207.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.462764923196579
Path 18 | total_timesteps 232.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.462817147856518
Path 19 | total_timesteps 246.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.462480559875583
Path 20 | total_timesteps 256.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.462338419671493
Path 21 | total_timesteps 268.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.462293488824102
Path 22 | total_timesteps 281.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.46234573899524
Path 23 | total_timesteps 295.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.461912164788185
Path 24 | total_timesteps 304.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.461478674827553
Path 25 | total_timesteps 313.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.46114241305615
Path 26 | total_timesteps 323.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.46070908207868
Path 27 | total_timesteps 332.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.460081585081586
Path 28 | total_timesteps 339.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.460328250946878
Path 29 | total_timesteps 355.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.460089337735482
Path 30 | total_timesteps 366.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.460724342169142
Path 31 | total_timesteps 386.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.460388349514563
Path 32 | total_timesteps 397.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.46073196777012
Path 33 | total_timesteps 414.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.460201902543195
Path 34 | total_timesteps 422.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.459574881102592
Path 35 | total_timesteps 429.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.459336180124224
Path 36 | total_timesteps 440.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.45977680737506
Path 37 | total_timesteps 458.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.459247040558898
Path 38 | total_timesteps 466.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.458717376540216
Path 39 | total_timesteps 474.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.458381839348078
Path 40 | total_timesteps 484.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.459598409157048
Path 41 | total_timesteps 510.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.459068865179438
Path 42 | total_timesteps 518.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.459412278149548
Path 43 | total_timesteps 535.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.459367726920092
Path 44 | total_timesteps 548.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.460389799282458
Path 45 | total_timesteps 572.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.459763428349817
Path 46 | total_timesteps 579.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.459428017450316
Path 47 | total_timesteps 589.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.45918960837534
Path 48 | total_timesteps 600.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.45866046331298
Path 49 | total_timesteps 608.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.458906764876915
Path 50 | total_timesteps 624.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.460219013470297
Path 51 | total_timesteps 651.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.45968992248062
Path 52 | total_timesteps 659.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.459160934018021
Path 53 | total_timesteps 667.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.458728928502229
Path 54 | total_timesteps 676.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.45887823307178
Path 55 | total_timesteps 691.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.458252615265401
Path 56 | total_timesteps 698.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.45956416464891
Path 57 | total_timesteps 725.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.459422816192136
Path 58 | total_timesteps 737.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.459765662825603
Path 59 | total_timesteps 754.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.45923702556158
Path 60 | total_timesteps 762.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.458708490657372
Path 61 | total_timesteps 770.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.458567279767667
Path 62 | total_timesteps 782.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.459103668570322
Path 63 | total_timesteps 801.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.45876887340302
Path 64 | total_timesteps 811.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.459111584244653
Path 65 | total_timesteps 828.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.459067156957616
Path 66 | total_timesteps 842.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.458635703918723
Path 67 | total_timesteps 852.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.458397832817337
Path 68 | total_timesteps 864.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.45816000773919
Path 69 | total_timesteps 875.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.457825498162121
Path 70 | total_timesteps 885.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.457200889834606
Path 71 | total_timesteps 892.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.457543520309478
Path 72 | total_timesteps 909.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.457305869838507
Path 73 | total_timesteps 920.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.456971572229742
Path 74 | total_timesteps 930.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.456347288020885
Path 75 | total_timesteps 937.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.45639984532096
Path 76 | total_timesteps 951.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.455969067182213
Path 77 | total_timesteps 960.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.455924995167214
Path 78 | total_timesteps 973.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.456074224412873
Path 79 | total_timesteps 989.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.455836876691148
Path 80 | total_timesteps 1000.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.457242245627597
Path 81 | total_timesteps 1028.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.458260869565217
Path 82 | total_timesteps 1052.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.458313206453482
Path 83 | total_timesteps 1066.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.458172333848532
Path 84 | total_timesteps 1078.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.458128078817735
Path 85 | total_timesteps 1091.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.457504346146417
Path 86 | total_timesteps 1098.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.457073877353935
Path 87 | total_timesteps 1107.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.456546929316339
Path 88 | total_timesteps 1115.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.456020083035629
Path 89 | total_timesteps 1123.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.455879513419578
Path 90 | total_timesteps 1135.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.455642436528622
Path 91 | total_timesteps 1147.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.455212355212355
Path 92 | total_timesteps 1156.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.454878872695685
Path 93 | total_timesteps 1166.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.455027986875121
Path 94 | total_timesteps 1181.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.455370066583036
Path 95 | total_timesteps 1199.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.454843689695098
Path 96 | total_timesteps 1207.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.45460684997588
Path 97 | total_timesteps 1219.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.454080648273202
Path 98 | total_timesteps 1228.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.454036847689785
Path 99 | total_timesteps 1241.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.45408950617284
Path 100 | total_timesteps 1255.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.45365994792169
Path 101 | total_timesteps 1264.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.453519768563163
Path 102 | total_timesteps 1276.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.453186770803201
Path 103 | total_timesteps 1286.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.452950250674894
Path 104 | total_timesteps 1297.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.453099392654005
Path 105 | total_timesteps 1312.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.453537690379795
Path 106 | total_timesteps 1331.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.453204819277108
Path 107 | total_timesteps 1341.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.45287201233616
Path 108 | total_timesteps 1351.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.452539269538402
Path 109 | total_timesteps 1361.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.452110233185586
Path 110 | total_timesteps 1370.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.451970324694093
Path 111 | total_timesteps 1382.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.451541425818883
Path 112 | total_timesteps 1392.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.451497928908584
Path 113 | total_timesteps 1405.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.45106915815835
Path 114 | total_timesteps 1414.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.450447847442936
Path 115 | total_timesteps 1421.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.449922958397535
Path 116 | total_timesteps 1430.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.45045739046702
Path 117 | total_timesteps 1449.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.450895436164068
Path 118 | total_timesteps 1467.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.450370655627227
Path 119 | total_timesteps 1475.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.450327300731614
Path 120 | total_timesteps 1490.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.44989893156223
Path 121 | total_timesteps 1499.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.449470644850818
Path 122 | total_timesteps 1508.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.449716100471562
Path 123 | total_timesteps 1525.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.449576597382602
Path 124 | total_timesteps 1537.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.44924468392187
Path 125 | total_timesteps 1547.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.448912834327496
Path 126 | total_timesteps 1559.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.449062049062048
Path 127 | total_timesteps 1574.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.448634090034629
Path 128 | total_timesteps 1583.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.448879484466673
Path 129 | total_timesteps 1599.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.448163108290055
Path 130 | total_timesteps 1606.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.44754303298394
Path 131 | total_timesteps 1613.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.447403846153847
Path 132 | total_timesteps 1625.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.447360830689357
Path 133 | total_timesteps 1638.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.447990771005577
Path 134 | total_timesteps 1658.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.447370950687302
Path 135 | total_timesteps 1665.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.44684736639754
Path 136 | total_timesteps 1674.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.446804420951466
Path 137 | total_timesteps 1687.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.447338074187968
Path 138 | total_timesteps 1706.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.447967714038628
Path 139 | total_timesteps 1726.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.447636433512683
Path 140 | total_timesteps 1737.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.447689499471611
Path 141 | total_timesteps 1751.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.447070124879923
Path 142 | total_timesteps 1759.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.44712323503986
Path 143 | total_timesteps 1773.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.44688820591625
Path 144 | total_timesteps 1786.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.446557188130221
Path 145 | total_timesteps 1797.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.44709045515652
Path 146 | total_timesteps 1816.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.446663466154584
Path 147 | total_timesteps 1825.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.446812596006144
Path 148 | total_timesteps 1840.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.446577709513296
Path 149 | total_timesteps 1851.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.446822806680744
Path 150 | total_timesteps 1867.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.447067856800077
Path 151 | total_timesteps 1883.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.447312859884837
Path 152 | total_timesteps 1899.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.447653776029172
Path 153 | total_timesteps 1916.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.44722701976588
Path 154 | total_timesteps 1926.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.446992228724936
Path 155 | total_timesteps 1937.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.448388334612433
Path 156 | total_timesteps 1965.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.448249400479616
Path 157 | total_timesteps 1977.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.448206407059274
Path 158 | total_timesteps 1990.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.448642946197372
Path 159 | total_timesteps 2008.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.448695818948984
Path 160 | total_timesteps 2023.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.448269249208936
Path 161 | total_timesteps 2032.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.447651006711409
Path 162 | total_timesteps 2039.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.447799827437446
Path 163 | total_timesteps 2054.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.448236196319018
Path 164 | total_timesteps 2072.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.448576631841274
Path 165 | total_timesteps 2089.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.448725321065746
Path 166 | total_timesteps 2104.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.448298993770964
Path 167 | total_timesteps 2113.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.448351858949788
Path 168 | total_timesteps 2127.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.447925649132893
Path 169 | total_timesteps 2137.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.448074343744013
Path 170 | total_timesteps 2152.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.448127215250503
Path 171 | total_timesteps 2166.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.449904214559387
Path 172 | total_timesteps 2200.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.44995690068001
Path 173 | total_timesteps 2214.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.449913809615015
Path 174 | total_timesteps 2227.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.449391937182801
Path 175 | total_timesteps 2235.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.449444657219455
Path 176 | total_timesteps 2249.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.449401627573002
Path 177 | total_timesteps 2262.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.44993298870381
Path 178 | total_timesteps 2281.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.450177084330429
Path 179 | total_timesteps 2297.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.449942572741195
Path 180 | total_timesteps 2308.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.450090917791176
Path 181 | total_timesteps 2323.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.450143540669856
Path 182 | total_timesteps 2337.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.449909099607693
Path 183 | total_timesteps 2348.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.449770378874856
Path 184 | total_timesteps 2361.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.449440352052042
Path 185 | total_timesteps 2371.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.448727759709202
Path 186 | total_timesteps 2377.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.448397895743664
Path 187 | total_timesteps 2388.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.447876817138486
Path 188 | total_timesteps 2396.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.44773835708138
Path 189 | total_timesteps 2409.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.447791164658634
Path 190 | total_timesteps 2423.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.447652739267616
Path 191 | total_timesteps 2435.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.447036328871892
Path 192 | total_timesteps 2443.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.44661122263646
Path 193 | total_timesteps 2452.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.446568533741159
Path 194 | total_timesteps 2465.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.44633470323999
Path 195 | total_timesteps 2476.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.445814220183486
Path 196 | total_timesteps 2484.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.445198279980888
Path 197 | total_timesteps 2492.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.445060194916874
Path 198 | total_timesteps 2504.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.444731059520397
Path 199 | total_timesteps 2514.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.444593045471914
Path 200 | total_timesteps 2527.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.444932658324577
Path 201 | total_timesteps 2544.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.444985673352436
Path 202 | total_timesteps 2558.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.445134180116511
Path 203 | total_timesteps 2573.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.444996180290298
Path 204 | total_timesteps 2585.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.445717559438556
Path 205 | total_timesteps 2606.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.446438800840175
Path 206 | total_timesteps 2627.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.446778042959426
Path 207 | total_timesteps 2645.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.446258113783887
Path 208 | total_timesteps 2653.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.446597308389807
Path 209 | total_timesteps 2670.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.446650124069478
Path 210 | total_timesteps 2684.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.446512071762573
Path 211 | total_timesteps 2696.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.44618320610687
Path 212 | total_timesteps 2706.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.445854403205802
Path 213 | total_timesteps 2716.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.44581186796413
Path 214 | total_timesteps 2730.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.446246303539063
Path 215 | total_timesteps 2748.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.446585272796643
Path 216 | total_timesteps 2765.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.446065808297568
Path 217 | total_timesteps 2773.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.446023269120733
Path 218 | total_timesteps 2786.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.445885381901402
Path 219 | total_timesteps 2798.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.446510297482838
Path 220 | total_timesteps 2818.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.446944417961674
Path 221 | total_timesteps 2836.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.4465204957102
Path 222 | total_timesteps 2845.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.44600133447717
Path 223 | total_timesteps 2853.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.445386961494473
Path 224 | total_timesteps 2860.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.44543981702087
Path 225 | total_timesteps 2874.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.445111492281304
Path 226 | total_timesteps 2884.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.444687946641258
Path 227 | total_timesteps 2893.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.444836128048781
Path 228 | total_timesteps 2908.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.445174811851006
Path 229 | total_timesteps 2925.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.44475138121547
Path 230 | total_timesteps 2934.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.444423278407468
Path 231 | total_timesteps 2944.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.444
Path 232 | total_timesteps 2953.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.443481573183506
Path 233 | total_timesteps 2961.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.443915444677204
Path 234 | total_timesteps 2979.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.443397124631058
Path 235 | total_timesteps 2987.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.44411652703732
Path 236 | total_timesteps 3008.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.444074250356973
Path 237 | total_timesteps 3021.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.44374643061108
Path 238 | total_timesteps 3031.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.443513847910916
Path 239 | total_timesteps 3042.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.442995812714123
Path 240 | total_timesteps 3050.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.442668189171187
Path 241 | total_timesteps 3060.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.443767840152235
Path 242 | total_timesteps 3087.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.44324992864618
Path 243 | total_timesteps 3095.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.443493150684931
Path 244 | total_timesteps 3111.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.443260724816893
Path 245 | total_timesteps 3122.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.4430283431615
Path 246 | total_timesteps 3133.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.442700903471232
Path 247 | total_timesteps 3143.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.442468619246862
Path 248 | total_timesteps 3154.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.442901968241895
Path 249 | total_timesteps 3172.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.442859859288838
Path 250 | total_timesteps 3185.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.44262762620021
Path 251 | total_timesteps 3196.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.442015209125476
Path 252 | total_timesteps 3203.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.441497956468016
Path 253 | total_timesteps 3211.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.441265919026801
Path 254 | total_timesteps 3223.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.440938895752161
Path 255 | total_timesteps 3233.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.440231851007221
Path 256 | total_timesteps 3240.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.44
Path 257 | total_timesteps 3251.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.439768193045792
Path 258 | total_timesteps 3262.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.441341312814668
Path 259 | total_timesteps 3292.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.443104103343465
Path 260 | total_timesteps 3324.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.444106752778042
Path 261 | total_timesteps 3349.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.443684710351377
Path 262 | total_timesteps 3359.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.443452663564713
Path 263 | total_timesteps 3370.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.443315609570831
Path 264 | total_timesteps 3384.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.442893762460837
Path 265 | total_timesteps 3394.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.442282134042149
Path 266 | total_timesteps 3401.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.442619838633128
Path 267 | total_timesteps 3418.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.442198177676538
Path 268 | total_timesteps 3427.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.441966404099839
Path 269 | total_timesteps 3438.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.441355095843614
Path 270 | total_timesteps 3445.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.440838789258944
Path 271 | total_timesteps 3453.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.440607210626187
Path 272 | total_timesteps 3464.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.44028080827246
Path 273 | total_timesteps 3474.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.440333902485296
Path 274 | total_timesteps 3488.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.43991273830978
Path 275 | total_timesteps 3497.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.439396813353566
Path 276 | total_timesteps 3505.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.438975817923186
Path 277 | total_timesteps 3514.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.438460079651053
Path 278 | total_timesteps 3522.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.438702948705792
Path 279 | total_timesteps 3538.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.43875616230565
Path 280 | total_timesteps 3552.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.438240591525263
Path 281 | total_timesteps 3560.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.438578199052133
Path 282 | total_timesteps 3577.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.438062742867974
Path 283 | total_timesteps 3585.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.438779378316907
Path 284 | total_timesteps 3606.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.439780157301241
Path 285 | total_timesteps 3630.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.439643736971764
Path 286 | total_timesteps 3642.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.439412600663193
Path 287 | total_timesteps 3653.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.439276241000378
Path 288 | total_timesteps 3665.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.438666287771147
Path 289 | total_timesteps 3672.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.43843530971775
Path 290 | total_timesteps 3683.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.438299081352401
Path 291 | total_timesteps 3695.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.438257575757575
Path 292 | total_timesteps 3708.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.437742638007764
Path 293 | total_timesteps 3716.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.438458625260367
Path 294 | total_timesteps 3738.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.438985136798259
Path 295 | total_timesteps 3758.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.439038243089739
Path 296 | total_timesteps 3772.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.439943208707998
Path 297 | total_timesteps 3795.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.439806927881886
Path 298 | total_timesteps 3807.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.439670672849436
Path 299 | total_timesteps 3819.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.439250567751703
Path 300 | total_timesteps 3828.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.439587472797806
Path 301 | total_timesteps 3845.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.439735099337748
Path 302 | total_timesteps 3860.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.439598902658215
Path 303 | total_timesteps 3872.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.43955732122588
Path 304 | total_timesteps 3885.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.438948264447177
Path 305 | total_timesteps 3892.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.438717609230187
Path 306 | total_timesteps 3903.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.438676122931442
Path 307 | total_timesteps 3916.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.439674735249621
Path 308 | total_timesteps 3940.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.439254987236456
Path 309 | total_timesteps 3949.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.438835318585744
Path 310 | total_timesteps 3958.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.43860478306078
Path 311 | total_timesteps 3969.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.43960302457467
Path 312 | total_timesteps 3994.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.439372460069936
Path 313 | total_timesteps 4005.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.43942543942544
Path 314 | total_timesteps 4019.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.4390059529434
Path 315 | total_timesteps 4028.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.439342403628117
Path 316 | total_timesteps 4045.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.438923004251299
Path 317 | total_timesteps 4054.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.439448327980351
Path 318 | total_timesteps 4073.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.438934542363276
Path 319 | total_timesteps 4081.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.438893086513033
Path 320 | total_timesteps 4094.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.438285012749079
Path 321 | total_timesteps 4101.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.437960339943343
Path 322 | total_timesteps 4111.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.43924086488528
Path 323 | total_timesteps 4140.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.439293806646525
Path 324 | total_timesteps 4154.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.438685924667233
Path 325 | total_timesteps 4161.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.43864451576364
Path 326 | total_timesteps 4174.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.438414346389807
Path 327 | total_timesteps 4185.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.43827859569649
Path 328 | total_timesteps 4197.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.438331603283949
Path 329 | total_timesteps 4211.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.43800717116437
Path 330 | total_timesteps 4221.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.437494103217285
Path 331 | total_timesteps 4229.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.437264150943395
Path 332 | total_timesteps 4240.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.43693991132912
Path 333 | total_timesteps 4250.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.437181663837013
Path 334 | total_timesteps 4266.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.437989248325945
Path 335 | total_timesteps 4288.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.437476423990947
Path 336 | total_timesteps 4296.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.437435172088637
Path 337 | total_timesteps 4309.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.437299641712238
Path 338 | total_timesteps 4321.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.437069859526728
Path 339 | total_timesteps 4332.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.436934389140271
Path 340 | total_timesteps 4344.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.436798944292581
Path 341 | total_timesteps 4356.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.437134778510838
Path 342 | total_timesteps 4374.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.437470549429836
Path 343 | total_timesteps 4391.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.438371654730494
Path 344 | total_timesteps 4416.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.437670781117497
Path 345 | total_timesteps 4423.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.437723761070284
Path 346 | total_timesteps 4437.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.437305699481865
Path 347 | total_timesteps 4446.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.437264506405425
Path 348 | total_timesteps 4459.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.437317509654328
Path 349 | total_timesteps 4473.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.437747221699002
Path 350 | total_timesteps 4491.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.437423486203974
Path 351 | total_timesteps 4501.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.43728813559322
Path 352 | total_timesteps 4513.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.436776198098107
Path 353 | total_timesteps 4521.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.436264356994917
Path 354 | total_timesteps 4529.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.436882236656311
Path 355 | total_timesteps 4550.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.436464608433734
Path 356 | total_timesteps 4559.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.436423529411766
Path 357 | total_timesteps 4572.
number of affinization with epsilon = 3 is 35
average number of affinization = 12.438546960286091
Path 358 | total_timesteps 4609.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.438223393243625
Path 359 | total_timesteps 4619.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.438088069251036
Path 360 | total_timesteps 4631.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.43767052403801
Path 361 | total_timesteps 4640.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.437347130761994
Path 362 | total_timesteps 4650.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.437117862853917
Path 363 | total_timesteps 4661.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.436982693754702
Path 364 | total_timesteps 4673.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.438164205774475
Path 365 | total_timesteps 4699.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.437840887718638
Path 366 | total_timesteps 4709.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.437517630465445
Path 367 | total_timesteps 4719.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.437664535539676
Path 368 | total_timesteps 4734.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.437435367114787
Path 369 | total_timesteps 4745.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.437488249670992
Path 370 | total_timesteps 4759.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.437635116082339
Path 371 | total_timesteps 4774.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.437312030075187
Path 372 | total_timesteps 4784.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.437176957052909
Path 373 | total_timesteps 4797.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.436666040218004
Path 374 | total_timesteps 4805.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.436906887155876
Path 375 | total_timesteps 4821.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.43836903419767
Path 376 | total_timesteps 4850.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.43804603100047
Path 377 | total_timesteps 4860.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.439601728348675
Path 378 | total_timesteps 4891.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.440405748098057
Path 379 | total_timesteps 4913.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.440176558978212
Path 380 | total_timesteps 4925.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.439853507371584
Path 381 | total_timesteps 4935.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.44
Path 382 | total_timesteps 4950.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.439583137733546
Path 383 | total_timesteps 4959.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.44001126549005
Path 384 | total_timesteps 4977.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.439688350699333
Path 385 | total_timesteps 4987.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.43927163506664
Path 386 | total_timesteps 4996.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.438854997653683
Path 387 | total_timesteps 5005.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.438907657657658
Path 388 | total_timesteps 5019.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.438584967626912
Path 389 | total_timesteps 5030.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.438262338149746
Path 390 | total_timesteps 5040.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.437752134346562
Path 391 | total_timesteps 5049.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.437523452157599
Path 392 | total_timesteps 5060.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.437763812025139
Path 393 | total_timesteps 5076.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.437347589570438
Path 394 | total_timesteps 5085.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.436837662946639
Path 395 | total_timesteps 5093.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.436702925731433
Path 396 | total_timesteps 5105.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.43638068448195
Path 397 | total_timesteps 5115.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.436902306394149
Path 398 | total_timesteps 5134.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.436486359801256
Path 399 | total_timesteps 5143.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.436914135733034
Path 400 | total_timesteps 5161.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.437248101977692
Path 401 | total_timesteps 5178.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.436832239925023
Path 402 | total_timesteps 5188.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.437728422828226
Path 403 | total_timesteps 5212.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.437781109445277
Path 404 | total_timesteps 5226.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.43839595240326
Path 405 | total_timesteps 5246.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.438167509836987
Path 406 | total_timesteps 5257.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.43784543325527
Path 407 | total_timesteps 5267.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.437898089171975
Path 408 | total_timesteps 5282.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.438044394492834
Path 409 | total_timesteps 5297.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.438097021914215
Path 410 | total_timesteps 5311.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.437494147392078
Path 411 | total_timesteps 5318.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.4374531835206
Path 412 | total_timesteps 5331.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.43685048216459
Path 413 | total_timesteps 5339.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.437371278786744
Path 414 | total_timesteps 5358.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.438079191238415
Path 415 | total_timesteps 5379.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.437476600524148
Path 416 | total_timesteps 5387.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.437248479176416
Path 417 | total_timesteps 5398.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.436926820138499
Path 418 | total_timesteps 5408.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.43697950781323
Path 419 | total_timesteps 5422.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.436564371257486
Path 420 | total_timesteps 5431.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.435962204135093
Path 421 | total_timesteps 5439.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.436482694106642
Path 422 | total_timesteps 5458.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.436254793751754
Path 423 | total_timesteps 5469.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.436120463898241
Path 424 | total_timesteps 5481.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.436079678294211
Path 425 | total_timesteps 5494.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.435851879558632
Path 426 | total_timesteps 5505.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.436185133239832
Path 427 | total_timesteps 5522.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.43623784592371
Path 428 | total_timesteps 5536.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.435916612134243
Path 429 | total_timesteps 5547.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.436156290895495
Path 430 | total_timesteps 5563.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.436863258248435
Path 431 | total_timesteps 5584.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.437102803738318
Path 432 | total_timesteps 5600.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.436781609195402
Path 433 | total_timesteps 5611.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.4362735937208
Path 434 | total_timesteps 5619.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.436886854153041
Path 435 | total_timesteps 5639.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.43656576980568
Path 436 | total_timesteps 5649.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.43689864549276
Path 437 | total_timesteps 5666.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.437138053427985
Path 438 | total_timesteps 5682.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.437377416643317
Path 439 | total_timesteps 5698.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.436963018304072
Path 440 | total_timesteps 5707.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.436642076757867
Path 441 | total_timesteps 5717.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.43641456582633
Path 442 | total_timesteps 5728.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.436467183269537
Path 443 | total_timesteps 5742.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.43642643764003
Path 444 | total_timesteps 5755.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.437225800429385
Path 445 | total_timesteps 5778.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.4369983199552
Path 446 | total_timesteps 5789.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.436770881941204
Path 447 | total_timesteps 5800.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.437569988801792
Path 448 | total_timesteps 5822.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.438368946533545
Path 449 | total_timesteps 5844.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.437768240343347
Path 450 | total_timesteps 5851.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.437540815374568
Path 451 | total_timesteps 5862.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.4375
Path 452 | total_timesteps 5875.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.438018841525977
Path 453 | total_timesteps 5894.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.437604924454392
Path 454 | total_timesteps 5903.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.437750629488017
Path 455 | total_timesteps 5918.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.437150317045878
Path 456 | total_timesteps 5925.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.436829836829837
Path 457 | total_timesteps 5935.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.436882341972776
Path 458 | total_timesteps 5950.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.437121282744476
Path 459 | total_timesteps 5967.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.436800894854587
Path 460 | total_timesteps 5977.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.437692235995899
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.53    |
| Iteration     | 24       |
| MaximumReturn | 3.44     |
| MinimumReturn | -18.1    |
| TotalSamples  | 104090   |
----------------------------
itr #25 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.33490225672721863
Validation loss = 0.3364766836166382
Validation loss = 0.3386639356613159
Validation loss = 0.33939340710639954
Validation loss = 0.33825555443763733
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3326050043106079
Validation loss = 0.3353857696056366
Validation loss = 0.3391876816749573
Validation loss = 0.34103864431381226
Validation loss = 0.3387756943702698
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 = 12.437837837837838
Path 1 | total_timesteps 15.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.437610660702637
Path 2 | total_timesteps 26.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.437197167349982
Path 3 | total_timesteps 35.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.43752911581105
Path 4 | total_timesteps 52.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.437581516675984
Path 5 | total_timesteps 67.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.43716814159292
Path 6 | total_timesteps 76.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.43675484351714
Path 7 | total_timesteps 85.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.436900437738661
Path 8 | total_timesteps 100.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.436487241571987
Path 9 | total_timesteps 109.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.43598100381786
Path 10 | total_timesteps 117.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.435754189944134
Path 11 | total_timesteps 129.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.437017037519784
Path 12 | total_timesteps 156.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.4377210947682
Path 13 | total_timesteps 177.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.43758726612678
Path 14 | total_timesteps 189.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.437081161578556
Path 15 | total_timesteps 197.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.436482084690553
Path 16 | total_timesteps 204.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.43606923506421
Path 17 | total_timesteps 213.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.436028659160696
Path 18 | total_timesteps 226.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.43580200967622
Path 19 | total_timesteps 237.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.43594753000279
Path 20 | total_timesteps 252.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.435627906976745
Path 21 | total_timesteps 262.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.43614547483955
Path 22 | total_timesteps 281.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.435639880952381
Path 23 | total_timesteps 290.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.43606435413373
Path 24 | total_timesteps 308.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.43583782778501
Path 25 | total_timesteps 319.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.437377963737797
Path 26 | total_timesteps 349.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.437337300111565
Path 27 | total_timesteps 362.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.43776145765548
Path 28 | total_timesteps 380.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.43762781186094
Path 29 | total_timesteps 393.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.437773027233014
Path 30 | total_timesteps 408.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.438197026022305
Path 31 | total_timesteps 426.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.438992658674845
Path 32 | total_timesteps 448.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.438580189555845
Path 33 | total_timesteps 457.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.43918981696553
Path 34 | total_timesteps 477.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.441007060572279
Path 35 | total_timesteps 511.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.440780306549001
Path 36 | total_timesteps 522.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.440832249674903
Path 37 | total_timesteps 536.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.44051267762608
Path 38 | total_timesteps 546.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.440378900445765
Path 39 | total_timesteps 558.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.440338007243012
Path 40 | total_timesteps 571.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.441318477251626
Path 41 | total_timesteps 596.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.440998978739207
Path 42 | total_timesteps 606.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.441050872632752
Path 43 | total_timesteps 620.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.44063863362109
Path 44 | total_timesteps 629.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.440504919250046
Path 45 | total_timesteps 641.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.440371229698377
Path 46 | total_timesteps 653.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.440423162583519
Path 47 | total_timesteps 668.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.440289505428227
Path 48 | total_timesteps 680.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.440155873074781
Path 49 | total_timesteps 692.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.440115038500789
Path 50 | total_timesteps 705.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.440352504638218
Path 51 | total_timesteps 721.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.43966236898247
Path 52 | total_timesteps 728.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.439250602856612
Path 53 | total_timesteps 738.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.43883891310396
Path 54 | total_timesteps 747.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.439725519287833
Path 55 | total_timesteps 770.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.43968474733426
Path 56 | total_timesteps 783.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.439643982940849
Path 57 | total_timesteps 796.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.440252155372207
Path 58 | total_timesteps 816.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.439747868001483
Path 59 | total_timesteps 824.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.439243674112522
Path 60 | total_timesteps 832.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.440037071362372
Path 61 | total_timesteps 854.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.43962561393754
Path 62 | total_timesteps 863.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.439584877687176
Path 63 | total_timesteps 876.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.439266191049754
Path 64 | total_timesteps 887.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.43941078376876
Path 65 | total_timesteps 902.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.440111162575267
Path 66 | total_timesteps 924.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.440163023341979
Path 67 | total_timesteps 938.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.439751782902658
Path 68 | total_timesteps 947.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.43915539914799
Path 69 | total_timesteps 956.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.438651727011761
Path 70 | total_timesteps 964.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.438518518518519
Path 71 | total_timesteps 976.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.438848254791223
Path 72 | total_timesteps 994.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.438900203665987
Path 73 | total_timesteps 1008.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.439229843561973
Path 74 | total_timesteps 1025.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.439374305812661
Path 75 | total_timesteps 1040.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.439796390559925
Path 76 | total_timesteps 1058.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.43957060892097
Path 77 | total_timesteps 1069.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.439344869066346
Path 78 | total_timesteps 1080.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.439119170984457
Path 79 | total_timesteps 1092.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.438800999167361
Path 80 | total_timesteps 1102.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.438297872340426
Path 81 | total_timesteps 1110.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.437794838590325
Path 82 | total_timesteps 1118.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.437384387717351
Path 83 | total_timesteps 1127.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.437806344215296
Path 84 | total_timesteps 1145.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.438135749953764
Path 85 | total_timesteps 1163.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.43837263060564
Path 86 | total_timesteps 1179.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.437777366863905
Path 87 | total_timesteps 1187.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.437367107331053
Path 88 | total_timesteps 1196.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.437049362174154
Path 89 | total_timesteps 1206.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.436639245771328
Path 90 | total_timesteps 1215.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.436136783733826
Path 91 | total_timesteps 1223.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.43628130487016
Path 92 | total_timesteps 1238.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.436333394936241
Path 93 | total_timesteps 1252.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.436385475376513
Path 94 | total_timesteps 1266.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.435790835181079
Path 95 | total_timesteps 1273.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.435196304849885
Path 96 | total_timesteps 1281.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.435156105671531
Path 97 | total_timesteps 1295.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.435392998984021
Path 98 | total_timesteps 1311.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.43516808274843
Path 99 | total_timesteps 1322.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.434758518792131
Path 100 | total_timesteps 1331.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.43416435826408
Path 101 | total_timesteps 1338.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.434031945342074
Path 102 | total_timesteps 1350.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.434915066469719
Path 103 | total_timesteps 1373.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.434505677097757
Path 104 | total_timesteps 1383.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.435388591471295
Path 105 | total_timesteps 1406.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.435071527457314
Path 106 | total_timesteps 1416.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.435215946843854
Path 107 | total_timesteps 1431.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.435913998339023
Path 108 | total_timesteps 1452.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.435504705665252
Path 109 | total_timesteps 1461.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.436018082848971
Path 110 | total_timesteps 1480.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.435885608856088
Path 111 | total_timesteps 1492.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.436029886541832
Path 112 | total_timesteps 1507.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.435620734181885
Path 113 | total_timesteps 1516.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.435672784284792
Path 114 | total_timesteps 1530.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.435632607893766
Path 115 | total_timesteps 1543.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.436053480866759
Path 116 | total_timesteps 1561.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.435828877005347
Path 117 | total_timesteps 1572.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.435696505946344
Path 118 | total_timesteps 1584.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.435564159292035
Path 119 | total_timesteps 1596.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.435155313853812
Path 120 | total_timesteps 1605.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.43520737327189
Path 121 | total_timesteps 1619.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.434890793475256
Path 122 | total_timesteps 1629.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.434666420936233
Path 123 | total_timesteps 1640.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.434257808900766
Path 124 | total_timesteps 1650.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.434402063755298
Path 125 | total_timesteps 1665.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.434085674804237
Path 126 | total_timesteps 1675.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.434045689019896
Path 127 | total_timesteps 1688.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.434097817076541
Path 128 | total_timesteps 1702.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.434242033523669
Path 129 | total_timesteps 1717.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.434017865365135
Path 130 | total_timesteps 1728.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.43425414364641
Path 131 | total_timesteps 1744.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.433937943099162
Path 132 | total_timesteps 1754.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.43426624930952
Path 133 | total_timesteps 1771.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.434502439473443
Path 134 | total_timesteps 1787.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.435014727540501
Path 135 | total_timesteps 1806.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.434422457432122
Path 136 | total_timesteps 1813.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.434106386894902
Path 137 | total_timesteps 1823.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.43452654826539
Path 138 | total_timesteps 1841.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.434946632315054
Path 139 | total_timesteps 1859.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.435182629496733
Path 140 | total_timesteps 1876.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.434958601655934
Path 141 | total_timesteps 1888.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.434642627173213
Path 142 | total_timesteps 1898.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.434326710816777
Path 143 | total_timesteps 1908.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.433734939759036
Path 144 | total_timesteps 1915.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.433143277542763
Path 145 | total_timesteps 1922.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.432827586206896
Path 146 | total_timesteps 1932.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.432236116219197
Path 147 | total_timesteps 1940.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.431920566332629
Path 148 | total_timesteps 1950.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.431237359808788
Path 149 | total_timesteps 1956.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.430830039525691
Path 150 | total_timesteps 1965.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.430422794117646
Path 151 | total_timesteps 1974.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.430567043470269
Path 152 | total_timesteps 1989.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.430343686822276
Path 153 | total_timesteps 2000.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.430028484792796
Path 154 | total_timesteps 2010.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.430540242557884
Path 155 | total_timesteps 2029.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.430225080385853
Path 156 | total_timesteps 2039.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.430093698328127
Path 157 | total_timesteps 2051.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.429778635069349
Path 158 | total_timesteps 2061.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.429555473916238
Path 159 | total_timesteps 2073.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.429699696941867
Path 160 | total_timesteps 2088.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.429292929292929
Path 161 | total_timesteps 2098.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.42879441740887
Path 162 | total_timesteps 2106.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.428204186558942
Path 163 | total_timesteps 2113.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.427705866152575
Path 164 | total_timesteps 2121.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.427758399118781
Path 165 | total_timesteps 2135.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.42854520422212
Path 166 | total_timesteps 2157.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.428322320117474
Path 167 | total_timesteps 2168.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.428007708543635
Path 168 | total_timesteps 2178.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.428335474398972
Path 169 | total_timesteps 2195.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.428112670887238
Path 170 | total_timesteps 2206.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.42834862385321
Path 171 | total_timesteps 2222.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.42931841115494
Path 172 | total_timesteps 2247.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.42927903137039
Path 173 | total_timesteps 2260.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.429147940933689
Path 174 | total_timesteps 2272.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.428741746148203
Path 175 | total_timesteps 2281.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.428519027968822
Path 176 | total_timesteps 2292.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.42811296534018
Path 177 | total_timesteps 2301.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.427890345649583
Path 178 | total_timesteps 2312.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.427392739273927
Path 179 | total_timesteps 2320.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.426895224126868
Path 180 | total_timesteps 2328.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.426947754353804
Path 181 | total_timesteps 2342.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.42709192557969
Path 182 | total_timesteps 2357.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.426869501466276
Path 183 | total_timesteps 2368.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.42673875194722
Path 184 | total_timesteps 2380.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.426516400952904
Path 185 | total_timesteps 2391.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.426568941823179
Path 186 | total_timesteps 2406.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.426346647123488
Path 187 | total_timesteps 2417.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.426490794174224
Path 188 | total_timesteps 2433.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.42608536361971
Path 189 | total_timesteps 2442.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.425496840369997
Path 190 | total_timesteps 2449.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.425091575091574
Path 191 | total_timesteps 2458.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.424777950737113
Path 192 | total_timesteps 2469.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.424464383812488
Path 193 | total_timesteps 2480.
number of affinization with epsilon = 3 is 4
average number of affinization = 12.423693124599469
Path 194 | total_timesteps 2486.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.423562797510069
Path 195 | total_timesteps 2499.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.423066361556064
Path 196 | total_timesteps 2507.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.422570016474465
Path 197 | total_timesteps 2515.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.42216527866752
Path 198 | total_timesteps 2525.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.422309663250367
Path 199 | total_timesteps 2540.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.421996523012169
Path 200 | total_timesteps 2550.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.422323879231474
Path 201 | total_timesteps 2567.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.4221937608636
Path 202 | total_timesteps 2579.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.42178924259056
Path 203 | total_timesteps 2588.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.422207994146163
Path 204 | total_timesteps 2606.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.422352295591732
Path 205 | total_timesteps 2621.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.42286236854138
Path 206 | total_timesteps 2640.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.422549378200438
Path 207 | total_timesteps 2650.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.422327877845845
Path 208 | total_timesteps 2661.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.422380691168403
Path 209 | total_timesteps 2675.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.421976414663131
Path 210 | total_timesteps 2684.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.422029250457038
Path 211 | total_timesteps 2698.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.422082076592634
Path 212 | total_timesteps 2712.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.42149515627856
Path 213 | total_timesteps 2719.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.421365256328246
Path 214 | total_timesteps 2731.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.42123538011696
Path 215 | total_timesteps 2743.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.421379625399727
Path 216 | total_timesteps 2758.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.421249771606066
Path 217 | total_timesteps 2770.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.421028592308396
Path 218 | total_timesteps 2781.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.42071611253197
Path 219 | total_timesteps 2791.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.420312357292904
Path 220 | total_timesteps 2800.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.420091324200913
Path 221 | total_timesteps 2811.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.419779015615012
Path 222 | total_timesteps 2821.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.419375456537619
Path 223 | total_timesteps 2830.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.41888067196202
Path 224 | total_timesteps 2838.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.41847726857769
Path 225 | total_timesteps 2847.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.418347786398904
Path 226 | total_timesteps 2859.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.417853231106243
Path 227 | total_timesteps 2867.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.418545222232362
Path 228 | total_timesteps 2888.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.418141996714729
Path 229 | total_timesteps 2897.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.417830093986678
Path 230 | total_timesteps 2907.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.417609489051095
Path 231 | total_timesteps 2918.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.418301249885959
Path 232 | total_timesteps 2939.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.418445539135194
Path 233 | total_timesteps 2955.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.417860074797044
Path 234 | total_timesteps 2962.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.417639547610362
Path 235 | total_timesteps 2973.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.417054263565891
Path 236 | total_timesteps 2980.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.416651468174358
Path 237 | total_timesteps 2989.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.416704659432844
Path 238 | total_timesteps 3003.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.417122538293217
Path 239 | total_timesteps 3021.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.41744917494758
Path 240 | total_timesteps 3038.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.416955332725616
Path 241 | total_timesteps 3046.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.416826178105916
Path 242 | total_timesteps 3058.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.416970470288005
Path 243 | total_timesteps 3073.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.416476806707372
Path 244 | total_timesteps 3083.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.416074357572445
Path 245 | total_timesteps 3092.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.415763097949887
Path 246 | total_timesteps 3102.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.415451895043732
Path 247 | total_timesteps 3112.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.415322947982144
Path 248 | total_timesteps 3124.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.41501184186555
Path 249 | total_timesteps 3134.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.415520539211222
Path 250 | total_timesteps 3153.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.415938069216757
Path 251 | total_timesteps 3171.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.415444859302431
Path 252 | total_timesteps 3179.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.415315971589875
Path 253 | total_timesteps 3191.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.414822908130748
Path 254 | total_timesteps 3200.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.41542243262928
Path 255 | total_timesteps 3221.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.416112881201638
Path 256 | total_timesteps 3242.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.415710904787911
Path 257 | total_timesteps 3251.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.415309001547284
Path 258 | total_timesteps 3260.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.415362213323625
Path 259 | total_timesteps 3274.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.414960414960415
Path 260 | total_timesteps 3283.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.414467697907188
Path 261 | total_timesteps 3291.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.413975070512237
Path 262 | total_timesteps 3299.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.413664483260552
Path 263 | total_timesteps 3309.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.41326298553625
Path 264 | total_timesteps 3319.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.412770602146626
Path 265 | total_timesteps 3327.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.413460663938153
Path 266 | total_timesteps 3348.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.413241178610404
Path 267 | total_timesteps 3359.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.41274893152678
Path 268 | total_timesteps 3367.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.412529550827424
Path 269 | total_timesteps 3378.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.412037457950722
Path 270 | total_timesteps 3387.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.411727272727273
Path 271 | total_timesteps 3397.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.411235342241614
Path 272 | total_timesteps 3405.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.410743501181603
Path 273 | total_timesteps 3413.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.410887939652822
Path 274 | total_timesteps 3428.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.410759723736822
Path 275 | total_timesteps 3440.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.410995002271695
Path 276 | total_timesteps 3456.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.411411957114302
Path 277 | total_timesteps 3475.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.411556282365767
Path 278 | total_timesteps 3490.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.411518895348838
Path 279 | total_timesteps 3504.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.411118176037787
Path 280 | total_timesteps 3514.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.411080835603997
Path 281 | total_timesteps 3527.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.411315956770503
Path 282 | total_timesteps 3543.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.411641845259716
Path 283 | total_timesteps 3560.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.412058476346136
Path 284 | total_timesteps 3579.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.411657889958235
Path 285 | total_timesteps 3588.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.411892873354516
Path 286 | total_timesteps 3604.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.411673928830792
Path 287 | total_timesteps 3615.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.411999636924753
Path 288 | total_timesteps 3632.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.411871483027772
Path 289 | total_timesteps 3644.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.412015609401942
Path 290 | total_timesteps 3659.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.412431941923774
Path 291 | total_timesteps 3678.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.412666727157244
Path 292 | total_timesteps 3694.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.41235710397387
Path 293 | total_timesteps 3704.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.412410414587681
Path 294 | total_timesteps 3718.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.412282293178519
Path 295 | total_timesteps 3730.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.411791383219954
Path 296 | total_timesteps 3739.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.411209867585706
Path 297 | total_timesteps 3747.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.410900516913031
Path 298 | total_timesteps 3757.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.410863257163584
Path 299 | total_timesteps 3770.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.411007344274186
Path 300 | total_timesteps 3785.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.410607434270172
Path 301 | total_timesteps 3794.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.410298250385278
Path 302 | total_timesteps 3804.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.410714285714286
Path 303 | total_timesteps 3822.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.411311519985498
Path 304 | total_timesteps 3842.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.412089903933298
Path 305 | total_timesteps 3864.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.411599456275487
Path 306 | total_timesteps 3872.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.411018484958317
Path 307 | total_timesteps 3879.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.41089064057262
Path 308 | total_timesteps 3891.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.411668780576191
Path 309 | total_timesteps 3913.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.411178548781592
Path 310 | total_timesteps 3921.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.41159420289855
Path 311 | total_timesteps 3940.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.411194638166833
Path 312 | total_timesteps 3949.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.411429088933165
Path 313 | total_timesteps 3965.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.411482387032509
Path 314 | total_timesteps 3979.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.41171676928649
Path 315 | total_timesteps 3996.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.411498415572657
Path 316 | total_timesteps 4007.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.412004345464421
Path 317 | total_timesteps 4026.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.412329139132796
Path 318 | total_timesteps 4043.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.412110789283128
Path 319 | total_timesteps 4055.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.412435514526202
Path 320 | total_timesteps 4072.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.412036199095022
Path 321 | total_timesteps 4081.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.411455976834675
Path 322 | total_timesteps 4089.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.411056822294608
Path 323 | total_timesteps 4098.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.411200579028318
Path 324 | total_timesteps 4113.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.411253844762077
Path 325 | total_timesteps 4127.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.411126187245591
Path 326 | total_timesteps 4140.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.410817655571636
Path 327 | total_timesteps 4150.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.412227548159537
Path 328 | total_timesteps 4179.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.411828540423222
Path 329 | total_timesteps 4188.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.412062573469573
Path 330 | total_timesteps 4205.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.412025316455697
Path 331 | total_timesteps 4218.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.411626435222855
Path 332 | total_timesteps 4227.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.412583619598626
Path 333 | total_timesteps 4252.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.412184760010847
Path 334 | total_timesteps 4261.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.41205712219812
Path 335 | total_timesteps 4273.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.41165838228649
Path 336 | total_timesteps 4283.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.411801915778058
Path 337 | total_timesteps 4298.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.411222553537543
Path 338 | total_timesteps 4305.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.411637152150343
Path 339 | total_timesteps 4324.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.41132893666998
Path 340 | total_timesteps 4334.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.411111111111111
Path 341 | total_timesteps 4345.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.410532020594346
Path 342 | total_timesteps 4353.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.410404624277456
Path 343 | total_timesteps 4365.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.410367560733315
Path 344 | total_timesteps 4379.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.410149900668232
Path 345 | total_timesteps 4390.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.410564334085779
Path 346 | total_timesteps 4408.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.410436980859515
Path 347 | total_timesteps 4420.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.410399927778279
Path 348 | total_timesteps 4433.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.41090449539628
Path 349 | total_timesteps 4452.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.410686885097933
Path 350 | total_timesteps 4463.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.410920577617329
Path 351 | total_timesteps 4481.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.410432271455646
Path 352 | total_timesteps 4489.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.410124526258798
Path 353 | total_timesteps 4499.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.409726608319048
Path 354 | total_timesteps 4508.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.409509202453988
Path 355 | total_timesteps 4521.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.409021199819575
Path 356 | total_timesteps 4529.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.410427566299838
Path 357 | total_timesteps 4558.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.410029764589158
Path 358 | total_timesteps 4567.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.409722222222221
Path 359 | total_timesteps 4577.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.41022635043737
Path 360 | total_timesteps 4596.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.411000901713255
Path 361 | total_timesteps 4618.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.410513028581732
Path 362 | total_timesteps 4627.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.410746483952398
Path 363 | total_timesteps 4643.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.410529162534932
Path 364 | total_timesteps 4654.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.410582296736974
Path 365 | total_timesteps 4670.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.410455159981973
Path 366 | total_timesteps 4682.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.410147801009373
Path 367 | total_timesteps 4693.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.410651527439848
Path 368 | total_timesteps 4712.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.410884844116056
Path 369 | total_timesteps 4728.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.410577529507163
Path 370 | total_timesteps 4738.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.41099099099099
Path 371 | total_timesteps 4756.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.411404377983965
Path 372 | total_timesteps 4774.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.410916951900559
Path 373 | total_timesteps 4782.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.410789876609925
Path 374 | total_timesteps 4794.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.410302593659942
Path 375 | total_timesteps 4802.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.409815398469158
Path 376 | total_timesteps 4810.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.409958580947237
Path 377 | total_timesteps 4825.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.409471504456649
Path 378 | total_timesteps 4833.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.408984515664386
Path 379 | total_timesteps 4842.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.408497614546764
Path 380 | total_timesteps 4850.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.408640864086408
Path 381 | total_timesteps 4865.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.408244082440824
Path 382 | total_timesteps 4875.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.409287257019438
Path 383 | total_timesteps 4901.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.409520381535138
Path 384 | total_timesteps 4918.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.409123627856758
Path 385 | total_timesteps 4927.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.409086819613135
Path 386 | total_timesteps 4940.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.408870097157251
Path 387 | total_timesteps 4951.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.41027255554556
Path 388 | total_timesteps 4981.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.41032559812916
Path 389 | total_timesteps 4997.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.410018886590521
Path 390 | total_timesteps 5007.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.410611510791368
Path 391 | total_timesteps 5027.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.411114108443485
Path 392 | total_timesteps 5046.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.41107714439849
Path 393 | total_timesteps 5059.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.41104018699991
Path 394 | total_timesteps 5072.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.411003236245955
Path 395 | total_timesteps 5085.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.410516853932585
Path 396 | total_timesteps 5094.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.410030559050872
Path 397 | total_timesteps 5102.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.409993708996135
Path 398 | total_timesteps 5115.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.409777138749101
Path 399 | total_timesteps 5126.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.409920028753707
Path 400 | total_timesteps 5141.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.410601976639713
Path 401 | total_timesteps 5163.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.410475249303746
Path 402 | total_timesteps 5175.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.410258713618397
Path 403 | total_timesteps 5186.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.410221862930028
Path 404 | total_timesteps 5199.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.410095203880006
Path 405 | total_timesteps 5211.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.409609339919173
Path 406 | total_timesteps 5219.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.40912356321839
Path 407 | total_timesteps 5227.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.408727664541619
Path 408 | total_timesteps 5236.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.408780750583588
Path 409 | total_timesteps 5250.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.408564503097226
Path 410 | total_timesteps 5261.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.407989228007182
Path 411 | total_timesteps 5268.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.408491158782875
Path 412 | total_timesteps 5287.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.408185245018847
Path 413 | total_timesteps 5297.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.407699901283317
Path 414 | total_timesteps 5305.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.40721464465183
Path 415 | total_timesteps 5313.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.407895917451771
Path 416 | total_timesteps 5334.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.407679885160595
Path 417 | total_timesteps 5345.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.407912442809724
Path 418 | total_timesteps 5361.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.40751704341586
Path 419 | total_timesteps 5371.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.407659879809849
Path 420 | total_timesteps 5386.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.408071748878923
Path 421 | total_timesteps 5405.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.407586763518967
Path 422 | total_timesteps 5413.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.40737087517934
Path 423 | total_timesteps 5424.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.40697570160495
Path 424 | total_timesteps 5433.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.406580598888292
Path 425 | total_timesteps 5442.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.406275212909009
Path 426 | total_timesteps 5452.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.406597346719254
Path 427 | total_timesteps 5469.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.406650533297482
Path 428 | total_timesteps 5484.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.405986735974189
Path 429 | total_timesteps 5490.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.405771126445021
Path 430 | total_timesteps 5501.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.406541218637992
Path 431 | total_timesteps 5523.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.406146402652093
Path 432 | total_timesteps 5532.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.406110016126142
Path 433 | total_timesteps 5545.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.405715309504613
Path 434 | total_timesteps 5554.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.405947689000358
Path 435 | total_timesteps 5571.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.40564263322884
Path 436 | total_timesteps 5581.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.406143650367186
Path 437 | total_timesteps 5601.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.406196829945374
Path 438 | total_timesteps 5615.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.405623209169054
Path 439 | total_timesteps 5622.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.405318291700242
Path 440 | total_timesteps 5632.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.404923903312444
Path 441 | total_timesteps 5642.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.405245725539343
Path 442 | total_timesteps 5659.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.404672395273899
Path 443 | total_timesteps 5666.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.404636176496913
Path 444 | total_timesteps 5679.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.404241990334706
Path 445 | total_timesteps 5689.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.405548098434004
Path 446 | total_timesteps 5718.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.40506442376521
Path 447 | total_timesteps 5726.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.405207121767916
Path 448 | total_timesteps 5741.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.40499194847021
Path 449 | total_timesteps 5753.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.404597906789515
Path 450 | total_timesteps 5762.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.404293381037567
Path 451 | total_timesteps 5773.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.404525534388695
Path 452 | total_timesteps 5789.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.404310499016276
Path 453 | total_timesteps 5800.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.404184923544666
Path 454 | total_timesteps 5813.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.40379113018598
Path 455 | total_timesteps 5822.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.403308001788108
Path 456 | total_timesteps 5830.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.403182549615591
Path 457 | total_timesteps 5842.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.40305711987128
Path 458 | total_timesteps 5854.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.402752949588844
Path 459 | total_timesteps 5864.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.402895701135042
Path 460 | total_timesteps 5880.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.402502234137623
Path 461 | total_timesteps 5889.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.401930122419802
Path 462 | total_timesteps 5896.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.40198355968549
Path 463 | total_timesteps 5910.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.402126328955598
Path 464 | total_timesteps 5925.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.401822404859747
Path 465 | total_timesteps 5935.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.40133988387673
Path 466 | total_timesteps 5943.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.401304037156127
Path 467 | total_timesteps 5956.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.401804054657498
Path 468 | total_timesteps 5975.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.401946776210037
Path 469 | total_timesteps 5990.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.401821591213501
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.76    |
| Iteration     | 25       |
| MaximumReturn | 7.74     |
| MinimumReturn | -19.5    |
| TotalSamples  | 108091   |
----------------------------
itr #26 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3331468999385834
Validation loss = 0.3348535895347595
Validation loss = 0.33878421783447266
Validation loss = 0.33994120359420776
Validation loss = 0.3371261954307556
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3312660753726959
Validation loss = 0.33513569831848145
Validation loss = 0.3357789218425751
Validation loss = 0.3402858078479767
Validation loss = 0.33731919527053833
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 = 12.401964285714286
Path 1 | total_timesteps 15.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.40237478796536
Path 2 | total_timesteps 33.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.401892519193002
Path 3 | total_timesteps 41.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.401410336517005
Path 4 | total_timesteps 49.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.400928239914316
Path 5 | total_timesteps 57.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.400892458723783
Path 6 | total_timesteps 70.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.40085668391933
Path 7 | total_timesteps 83.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.40099937539038
Path 8 | total_timesteps 98.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.401320485367595
Path 9 | total_timesteps 115.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.401373895976448
Path 10 | total_timesteps 130.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.401338090990187
Path 11 | total_timesteps 143.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.402283471590403
Path 12 | total_timesteps 167.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.402247591865859
Path 13 | total_timesteps 180.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.402746811736378
Path 14 | total_timesteps 199.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.40342429106474
Path 15 | total_timesteps 222.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.403031654034775
Path 16 | total_timesteps 233.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.402460770328103
Path 17 | total_timesteps 241.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.40188998841045
Path 18 | total_timesteps 248.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.40149759315386
Path 19 | total_timesteps 257.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.40172920937695
Path 20 | total_timesteps 273.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.401782531194296
Path 21 | total_timesteps 287.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.401390250423313
Path 22 | total_timesteps 297.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.401354482266976
Path 23 | total_timesteps 310.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.401051412278356
Path 24 | total_timesteps 320.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.400659301496793
Path 25 | total_timesteps 329.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.40097995545657
Path 26 | total_timesteps 346.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.400498841973988
Path 27 | total_timesteps 354.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.40099759508328
Path 28 | total_timesteps 373.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.400516565728536
Path 29 | total_timesteps 381.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.400569952800783
Path 30 | total_timesteps 395.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.400178094390027
Path 31 | total_timesteps 404.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.399875345027157
Path 32 | total_timesteps 414.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.399750712250713
Path 33 | total_timesteps 426.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.399448054838423
Path 34 | total_timesteps 436.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.399412497774613
Path 35 | total_timesteps 449.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.399643969737427
Path 36 | total_timesteps 465.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.400409398362406
Path 37 | total_timesteps 487.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.400373765239832
Path 38 | total_timesteps 500.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.4003381384588
Path 39 | total_timesteps 514.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.400302518017618
Path 40 | total_timesteps 527.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.39973309608541
Path 41 | total_timesteps 535.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.399786495863358
Path 42 | total_timesteps 549.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.40001779042875
Path 43 | total_timesteps 565.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.39989326692164
Path 44 | total_timesteps 577.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.399768765563856
Path 45 | total_timesteps 589.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.399288572698977
Path 46 | total_timesteps 597.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.399075226747287
Path 47 | total_timesteps 608.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.39859518093714
Path 48 | total_timesteps 616.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.398115220483641
Path 49 | total_timesteps 624.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.397635345364032
Path 50 | total_timesteps 632.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.397155555555555
Path 51 | total_timesteps 641.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.396942494000534
Path 52 | total_timesteps 652.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.396818343405617
Path 53 | total_timesteps 664.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.396338754110015
Path 54 | total_timesteps 673.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.396303536520348
Path 55 | total_timesteps 686.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.396268325188805
Path 56 | total_timesteps 699.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.39587775408671
Path 57 | total_timesteps 708.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.396109087678777
Path 58 | total_timesteps 724.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.396695683069817
Path 59 | total_timesteps 744.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.396749267252865
Path 60 | total_timesteps 758.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.396891651865008
Path 61 | total_timesteps 773.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.396412396767605
Path 62 | total_timesteps 781.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.395844432605221
Path 63 | total_timesteps 788.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.395898073337477
Path 64 | total_timesteps 802.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.396040482954545
Path 65 | total_timesteps 817.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.395916555703506
Path 66 | total_timesteps 829.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.395615125155334
Path 67 | total_timesteps 839.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.395668767196236
Path 68 | total_timesteps 854.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.396077387291445
Path 69 | total_timesteps 872.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.395864761735735
Path 70 | total_timesteps 883.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.395740905057675
Path 71 | total_timesteps 895.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.39614940999024
Path 72 | total_timesteps 913.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.396025550035485
Path 73 | total_timesteps 925.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.395813004524085
Path 74 | total_timesteps 936.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.395600496718112
Path 75 | total_timesteps 947.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.395654101995566
Path 76 | total_timesteps 961.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.396062433487051
Path 77 | total_timesteps 979.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.39584996009577
Path 78 | total_timesteps 990.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.395460187976592
Path 79 | total_timesteps 999.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.39524780565653
Path 80 | total_timesteps 1010.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.396099290780143
Path 81 | total_timesteps 1033.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.39579824483645
Path 82 | total_timesteps 1044.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.396206346392484
Path 83 | total_timesteps 1062.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.395993973234068
Path 84 | total_timesteps 1073.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.39604750088621
Path 85 | total_timesteps 1087.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.395480726628268
Path 86 | total_timesteps 1094.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.395268474215843
Path 87 | total_timesteps 1106.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.394967661911934
Path 88 | total_timesteps 1116.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.394489723600284
Path 89 | total_timesteps 1124.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.394809106209584
Path 90 | total_timesteps 1141.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.394774136403898
Path 91 | total_timesteps 1154.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.394562040563281
Path 92 | total_timesteps 1166.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.394438540559689
Path 93 | total_timesteps 1179.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.394580713716461
Path 94 | total_timesteps 1194.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.394191606162565
Path 95 | total_timesteps 1204.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.394245241257194
Path 96 | total_timesteps 1218.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.394387393767705
Path 97 | total_timesteps 1233.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.394441002035938
Path 98 | total_timesteps 1247.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.39387502212781
Path 99 | total_timesteps 1255.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.394725196920081
Path 100 | total_timesteps 1278.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.39424778761062
Path 101 | total_timesteps 1286.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.394212901513141
Path 102 | total_timesteps 1300.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.39391258184392
Path 103 | total_timesteps 1310.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.393700787401574
Path 104 | total_timesteps 1321.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.393665958952583
Path 105 | total_timesteps 1334.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.39327731092437
Path 106 | total_timesteps 1343.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.392888731646913
Path 107 | total_timesteps 1352.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.39285398425754
Path 108 | total_timesteps 1365.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.393261407852847
Path 109 | total_timesteps 1383.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.394110885135733
Path 110 | total_timesteps 1406.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.394076038903625
Path 111 | total_timesteps 1419.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.393775970294403
Path 112 | total_timesteps 1429.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.394183168316832
Path 113 | total_timesteps 1447.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.393706355520198
Path 114 | total_timesteps 1455.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.393229627010783
Path 115 | total_timesteps 1463.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.393018117543084
Path 116 | total_timesteps 1474.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.392895015906682
Path 117 | total_timesteps 1486.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.39312538658655
Path 118 | total_timesteps 1502.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.39273723272663
Path 119 | total_timesteps 1511.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.392614188532557
Path 120 | total_timesteps 1523.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.393197879858658
Path 121 | total_timesteps 1543.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.393781468068191
Path 122 | total_timesteps 1563.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.393481717011129
Path 123 | total_timesteps 1573.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.393005387264859
Path 124 | total_timesteps 1581.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.393147297774638
Path 125 | total_timesteps 1596.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.393200883002207
Path 126 | total_timesteps 1611.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.392812996644889
Path 127 | total_timesteps 1620.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.392690032665312
Path 128 | total_timesteps 1632.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.392567090395481
Path 129 | total_timesteps 1644.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.39270897696178
Path 130 | total_timesteps 1659.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.392674315975286
Path 131 | total_timesteps 1672.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.39255140764275
Path 132 | total_timesteps 1684.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.392605012354394
Path 133 | total_timesteps 1698.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.393629224388953
Path 134 | total_timesteps 1724.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.393682724545615
Path 135 | total_timesteps 1738.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.393383325981473
Path 136 | total_timesteps 1748.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.393436838390967
Path 137 | total_timesteps 1762.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.393313927846872
Path 138 | total_timesteps 1774.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.392926442053271
Path 139 | total_timesteps 1783.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.393244554193492
Path 140 | total_timesteps 1800.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.39268077601411
Path 141 | total_timesteps 1807.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.392205272903624
Path 142 | total_timesteps 1815.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.392258860871099
Path 143 | total_timesteps 1829.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.392665079784889
Path 144 | total_timesteps 1847.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.392366008462623
Path 145 | total_timesteps 1858.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.392331423534596
Path 146 | total_timesteps 1871.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.392032434338093
Path 147 | total_timesteps 1882.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.391997884903498
Path 148 | total_timesteps 1895.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.391434614028904
Path 149 | total_timesteps 1902.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.39245748524099
Path 150 | total_timesteps 1927.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.39295154185022
Path 151 | total_timesteps 1946.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.392828825654128
Path 152 | total_timesteps 1958.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.392441860465116
Path 153 | total_timesteps 1967.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.392583458116798
Path 154 | total_timesteps 1982.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.39272503082614
Path 155 | total_timesteps 1997.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.393835314839277
Path 156 | total_timesteps 2023.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.393536456498767
Path 157 | total_timesteps 2033.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.394030113586334
Path 158 | total_timesteps 2052.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.393731290720197
Path 159 | total_timesteps 2062.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.393344484549695
Path 160 | total_timesteps 2071.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.39375
Path 161 | total_timesteps 2090.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.39353930111786
Path 162 | total_timesteps 2101.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.393152613976413
Path 163 | total_timesteps 2110.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.393030009680542
Path 164 | total_timesteps 2122.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.392995424146427
Path 165 | total_timesteps 2135.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.392784865816102
Path 166 | total_timesteps 2147.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.39301425303537
Path 167 | total_timesteps 2163.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.393419547813847
Path 168 | total_timesteps 2182.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.393033075299085
Path 169 | total_timesteps 2191.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.392646670771397
Path 170 | total_timesteps 2200.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.393051890941074
Path 171 | total_timesteps 2218.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.392489666695981
Path 172 | total_timesteps 2225.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.393422441083363
Path 173 | total_timesteps 2249.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.392860283126703
Path 174 | total_timesteps 2257.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.393089502373835
Path 175 | total_timesteps 2273.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.393054945054946
Path 176 | total_timesteps 2286.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.392932489451477
Path 177 | total_timesteps 2299.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.394040608244705
Path 178 | total_timesteps 2325.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.394005976445772
Path 179 | total_timesteps 2338.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.394059231918446
Path 180 | total_timesteps 2352.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.393760984182776
Path 181 | total_timesteps 2363.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.393287057376329
Path 182 | total_timesteps 2371.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.393516078017923
Path 183 | total_timesteps 2387.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.393832908723535
Path 184 | total_timesteps 2406.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.393183415319747
Path 185 | total_timesteps 2413.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.393675889328064
Path 186 | total_timesteps 2432.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.393290005269629
Path 187 | total_timesteps 2441.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.392992008430667
Path 188 | total_timesteps 2451.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.392606252195293
Path 189 | total_timesteps 2460.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.39204495565897
Path 190 | total_timesteps 2467.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.391747146619842
Path 191 | total_timesteps 2477.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.391186024054077
Path 192 | total_timesteps 2484.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.39159058988764
Path 193 | total_timesteps 2502.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.391907311507065
Path 194 | total_timesteps 2519.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.391521853607161
Path 195 | total_timesteps 2528.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.39245283018868
Path 196 | total_timesteps 2552.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.392330642330643
Path 197 | total_timesteps 2564.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.392647187856454
Path 198 | total_timesteps 2581.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.392349535006142
Path 199 | total_timesteps 2591.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.392490569348189
Path 200 | total_timesteps 2606.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.392192982456141
Path 201 | total_timesteps 2616.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.391983159371986
Path 202 | total_timesteps 2627.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.39177337309244
Path 203 | total_timesteps 2638.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.391388231167237
Path 204 | total_timesteps 2647.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.392055419151175
Path 205 | total_timesteps 2668.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.392547128452433
Path 206 | total_timesteps 2687.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.39233736629844
Path 207 | total_timesteps 2699.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.392390637327956
Path 208 | total_timesteps 2713.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.392356241234221
Path 209 | total_timesteps 2726.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.392497151371725
Path 210 | total_timesteps 2741.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.392287467134093
Path 211 | total_timesteps 2752.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.392340723862938
Path 212 | total_timesteps 2766.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.392218717139853
Path 213 | total_timesteps 2778.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.391746254271444
Path 214 | total_timesteps 2786.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.392237602943753
Path 215 | total_timesteps 2805.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.392904073587385
Path 216 | total_timesteps 2827.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.392957252978276
Path 217 | total_timesteps 2841.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.392660068319174
Path 218 | total_timesteps 2851.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.392800840777719
Path 219 | total_timesteps 2866.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.392328575181715
Path 220 | total_timesteps 2874.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.392031523642732
Path 221 | total_timesteps 2885.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.39182208212941
Path 222 | total_timesteps 2896.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.391700227630889
Path 223 | total_timesteps 2908.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.392191193206688
Path 224 | total_timesteps 2927.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.39171918767507
Path 225 | total_timesteps 2935.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.391159737417944
Path 226 | total_timesteps 2942.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.392175739541397
Path 227 | total_timesteps 2967.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.392228931478078
Path 228 | total_timesteps 2981.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.39193209660483
Path 229 | total_timesteps 2992.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.391460320237991
Path 230 | total_timesteps 3001.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.391863517060367
Path 231 | total_timesteps 3019.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.392354124748492
Path 232 | total_timesteps 3039.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.392494751574528
Path 233 | total_timesteps 3054.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.392285489372869
Path 234 | total_timesteps 3065.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.392338639146406
Path 235 | total_timesteps 3079.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.391954525579362
Path 236 | total_timesteps 3089.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.39218258132214
Path 237 | total_timesteps 3105.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.39232316166827
Path 238 | total_timesteps 3120.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.39185172232908
Path 239 | total_timesteps 3128.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.391380365416557
Path 240 | total_timesteps 3136.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.390996503496503
Path 241 | total_timesteps 3145.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.390700113626432
Path 242 | total_timesteps 3156.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.39031637825555
Path 243 | total_timesteps 3165.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.389845320283143
Path 244 | total_timesteps 3173.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.389461726668998
Path 245 | total_timesteps 3182.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.389165574486675
Path 246 | total_timesteps 3192.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.388694740520705
Path 247 | total_timesteps 3200.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.390320608019568
Path 248 | total_timesteps 3232.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.38993710691824
Path 249 | total_timesteps 3242.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.390077736046816
Path 250 | total_timesteps 3257.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.39004366812227
Path 251 | total_timesteps 3270.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.389922277530347
Path 252 | total_timesteps 3282.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.38945162417045
Path 253 | total_timesteps 3290.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.388981052999215
Path 254 | total_timesteps 3298.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.38903439846342
Path 255 | total_timesteps 3312.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.388563945875164
Path 256 | total_timesteps 3320.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.388355446927374
Path 257 | total_timesteps 3331.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.388059701492537
Path 258 | total_timesteps 3341.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.387938558212603
Path 259 | total_timesteps 3353.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.388428309625622
Path 260 | total_timesteps 3372.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.38848167539267
Path 261 | total_timesteps 3386.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.38940755605968
Path 262 | total_timesteps 3410.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.389111847845053
Path 263 | total_timesteps 3420.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.388728954025996
Path 264 | total_timesteps 3429.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.389567341242149
Path 265 | total_timesteps 3452.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.389707806367204
Path 266 | total_timesteps 3468.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.389237746380603
Path 267 | total_timesteps 3476.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.389029388680562
Path 268 | total_timesteps 3487.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.388472270666202
Path 269 | total_timesteps 3495.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.388525590722818
Path 270 | total_timesteps 3509.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.388927637314733
Path 271 | total_timesteps 3529.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.39011420102868
Path 272 | total_timesteps 3557.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.389905857740585
Path 273 | total_timesteps 3569.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.390046195415323
Path 274 | total_timesteps 3584.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.390622276451106
Path 275 | total_timesteps 3604.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.39032679738562
Path 276 | total_timesteps 3614.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.389857093063785
Path 277 | total_timesteps 3622.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.389648862943277
Path 278 | total_timesteps 3633.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.389179299529534
Path 279 | total_timesteps 3641.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.38870981792839
Path 280 | total_timesteps 3650.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.389547038327526
Path 281 | total_timesteps 3674.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.389164706907064
Path 282 | total_timesteps 3683.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.389304999129072
Path 283 | total_timesteps 3699.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.389793607942176
Path 284 | total_timesteps 3718.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.389846743295019
Path 285 | total_timesteps 3732.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.389812799303439
Path 286 | total_timesteps 3745.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.389430611178826
Path 287 | total_timesteps 3754.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.389048489596936
Path 288 | total_timesteps 3763.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.38857938718663
Path 289 | total_timesteps 3771.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.389067803986421
Path 290 | total_timesteps 3790.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.388772845953003
Path 291 | total_timesteps 3801.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.388913062396659
Path 292 | total_timesteps 3817.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.388705186216498
Path 293 | total_timesteps 3828.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.388497346210738
Path 294 | total_timesteps 3839.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.388289542369932
Path 295 | total_timesteps 3850.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.388081774684645
Path 296 | total_timesteps 3862.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.388221990257481
Path 297 | total_timesteps 3877.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.387753326954858
Path 298 | total_timesteps 3885.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.38771960340929
Path 299 | total_timesteps 3898.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.387511957561527
Path 300 | total_timesteps 3909.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.387391304347826
Path 301 | total_timesteps 3921.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.387705416920268
Path 302 | total_timesteps 3939.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.387932533472439
Path 303 | total_timesteps 3955.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.387377205946274
Path 304 | total_timesteps 3962.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.38769123783032
Path 305 | total_timesteps 3979.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.387396784006954
Path 306 | total_timesteps 3989.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.38692855901269
Path 307 | total_timesteps 3997.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.38637351177544
Path 308 | total_timesteps 4004.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.386079249217936
Path 309 | total_timesteps 4014.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.386219480406638
Path 310 | total_timesteps 4029.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.38653344917463
Path 311 | total_timesteps 4046.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.385978629137346
Path 312 | total_timesteps 4053.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.38559763724809
Path 313 | total_timesteps 4062.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.385216711543473
Path 314 | total_timesteps 4071.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.385270105957964
Path 315 | total_timesteps 4086.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.384976118106817
Path 316 | total_timesteps 4096.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.385029524140327
Path 317 | total_timesteps 4110.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.384561951897195
Path 318 | total_timesteps 4119.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.384702205243967
Path 319 | total_timesteps 4134.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.384147929507769
Path 320 | total_timesteps 4141.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.38454861111111
Path 321 | total_timesteps 4159.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.383994444926655
Path 322 | total_timesteps 4166.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.38387432737372
Path 323 | total_timesteps 4178.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.383754230669096
Path 324 | total_timesteps 4190.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.38354737938216
Path 325 | total_timesteps 4202.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.38351409978308
Path 326 | total_timesteps 4215.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.383307305222974
Path 327 | total_timesteps 4226.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.383360805066365
Path 328 | total_timesteps 4242.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.382980569049272
Path 329 | total_timesteps 4251.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.383294301327089
Path 330 | total_timesteps 4268.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.383087597571553
Path 331 | total_timesteps 4280.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.382880929667852
Path 332 | total_timesteps 4292.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.382587582379466
Path 333 | total_timesteps 4302.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.382641116795282
Path 334 | total_timesteps 4316.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.38217444078377
Path 335 | total_timesteps 4324.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.382054616384915
Path 336 | total_timesteps 4336.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.381674757281553
Path 337 | total_timesteps 4346.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.381554996966283
Path 338 | total_timesteps 4358.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.382735309412377
Path 339 | total_timesteps 4385.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.382615477944363
Path 340 | total_timesteps 4397.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.383362218370884
Path 341 | total_timesteps 4420.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.383329000953124
Path 342 | total_timesteps 4433.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.382949228903136
Path 343 | total_timesteps 4442.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.382656155245604
Path 344 | total_timesteps 4452.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.382882882882884
Path 345 | total_timesteps 4468.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.382676483326115
Path 346 | total_timesteps 4479.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.382556729603326
Path 347 | total_timesteps 4491.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.382523599203257
Path 348 | total_timesteps 4505.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.38197090405265
Path 349 | total_timesteps 4513.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.381418304615119
Path 350 | total_timesteps 4520.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.381818181818181
Path 351 | total_timesteps 4538.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.381871699419964
Path 352 | total_timesteps 4552.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.381578947368421
Path 353 | total_timesteps 4562.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.381372803600796
Path 354 | total_timesteps 4573.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.38159944607928
Path 355 | total_timesteps 4589.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.382258762440502
Path 356 | total_timesteps 4610.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.382052613361024
Path 357 | total_timesteps 4621.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.382452193475816
Path 358 | total_timesteps 4639.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.382332583491953
Path 359 | total_timesteps 4651.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.38195345618133
Path 360 | total_timesteps 4660.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.381833910034603
Path 361 | total_timesteps 4673.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.381627886860999
Path 362 | total_timesteps 4684.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.381421899325376
Path 363 | total_timesteps 4695.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.381042981925106
Path 364 | total_timesteps 4704.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.38109650639917
Path 365 | total_timesteps 4718.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.380890618244704
Path 366 | total_timesteps 4730.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.380511845063117
Path 367 | total_timesteps 4739.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.380565401573442
Path 368 | total_timesteps 4753.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.380446058091286
Path 369 | total_timesteps 4765.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.380240297346356
Path 370 | total_timesteps 4776.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.380553154710459
Path 371 | total_timesteps 4793.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.380606689136634
Path 372 | total_timesteps 4807.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.38022813688213
Path 373 | total_timesteps 4816.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.379936058066189
Path 374 | total_timesteps 4826.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.379730430274753
Path 375 | total_timesteps 4837.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.379352051835854
Path 376 | total_timesteps 4846.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.379751209398757
Path 377 | total_timesteps 4864.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.379372894532262
Path 378 | total_timesteps 4873.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.379340127828641
Path 379 | total_timesteps 4886.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.379221003540893
Path 380 | total_timesteps 4898.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.379533678756477
Path 381 | total_timesteps 4916.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.379155513340816
Path 382 | total_timesteps 4925.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.378863754101191
Path 383 | total_timesteps 4935.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.37943537943538
Path 384 | total_timesteps 4955.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.379402624309392
Path 385 | total_timesteps 4968.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.379628830384117
Path 386 | total_timesteps 4984.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.379423442085276
Path 387 | total_timesteps 4997.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.379563303702426
Path 388 | total_timesteps 5012.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.379703141180531
Path 389 | total_timesteps 5027.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.379842954525843
Path 390 | total_timesteps 5043.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.37946505608283
Path 391 | total_timesteps 5052.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.379173496678458
Path 392 | total_timesteps 5062.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.379054520358869
Path 393 | total_timesteps 5075.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.379108082463556
Path 394 | total_timesteps 5089.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.379420389856822
Path 395 | total_timesteps 5106.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.379042690815007
Path 396 | total_timesteps 5115.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.3787512935495
Path 397 | total_timesteps 5125.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.379236009312754
Path 398 | total_timesteps 5144.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.379117089153302
Path 399 | total_timesteps 5156.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.37925683248556
Path 400 | total_timesteps 5171.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.378706896551725
Path 401 | total_timesteps 5178.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.379363847944143
Path 402 | total_timesteps 5199.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.379331149801759
Path 403 | total_timesteps 5212.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.378867534258381
Path 404 | total_timesteps 5220.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.37857635298173
Path 405 | total_timesteps 5231.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.378285221887118
Path 406 | total_timesteps 5241.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.378080303291402
Path 407 | total_timesteps 5252.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.378220039631257
Path 408 | total_timesteps 5268.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.378359751895244
Path 409 | total_timesteps 5283.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.378499440089586
Path 410 | total_timesteps 5298.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.378208440999138
Path 411 | total_timesteps 5308.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.378089742485574
Path 412 | total_timesteps 5320.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.377971064416121
Path 413 | total_timesteps 5332.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.37768018599845
Path 414 | total_timesteps 5342.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.377131048734286
Path 415 | total_timesteps 5350.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.377787343951786
Path 416 | total_timesteps 5371.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.378013085399449
Path 417 | total_timesteps 5387.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.377894465008177
Path 418 | total_timesteps 5399.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.37760371836805
Path 419 | total_timesteps 5410.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.377399087701178
Path 420 | total_timesteps 5421.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.376936316695353
Path 421 | total_timesteps 5429.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.37655967644781
Path 422 | total_timesteps 5439.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.37644123214593
Path 423 | total_timesteps 5451.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.376064699303106
Path 424 | total_timesteps 5460.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.375774260151411
Path 425 | total_timesteps 5470.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.376516129032257
Path 426 | total_timesteps 5494.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.376225701014967
Path 427 | total_timesteps 5504.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.37593532295519
Path 428 | total_timesteps 5514.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.375902992776059
Path 429 | total_timesteps 5527.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.376730587324792
Path 430 | total_timesteps 5550.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.37695614789338
Path 431 | total_timesteps 5566.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.376321898375032
Path 432 | total_timesteps 5572.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.37628954607978
Path 433 | total_timesteps 5585.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.376257199346686
Path 434 | total_timesteps 5598.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.376568678012722
Path 435 | total_timesteps 5617.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.376364417705199
Path 436 | total_timesteps 5628.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.376246132691646
Path 437 | total_timesteps 5640.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.376557532009969
Path 438 | total_timesteps 5657.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.376181474480152
Path 439 | total_timesteps 5666.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.376235071741558
Path 440 | total_timesteps 5680.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.375687285223368
Path 441 | total_timesteps 5688.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.37556910918306
Path 442 | total_timesteps 5701.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.375193265761897
Path 443 | total_timesteps 5710.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.375161040968823
Path 444 | total_timesteps 5723.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.375214702851254
Path 445 | total_timesteps 5737.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.375354229282953
Path 446 | total_timesteps 5753.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.375923063712863
Path 447 | total_timesteps 5774.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.375719069288229
Path 448 | total_timesteps 5785.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.375343406593407
Path 449 | total_timesteps 5794.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.37496780839557
Path 450 | total_timesteps 5803.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.37519313304721
Path 451 | total_timesteps 5820.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.375075100849713
Path 452 | total_timesteps 5832.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.375214555441126
Path 453 | total_timesteps 5848.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.375353986098
Path 454 | total_timesteps 5863.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.374892740689893
Path 455 | total_timesteps 5872.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.375289575289575
Path 456 | total_timesteps 5890.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.37525737817433
Path 457 | total_timesteps 5903.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.375396757313203
Path 458 | total_timesteps 5918.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.375450334534225
Path 459 | total_timesteps 5933.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.375846985161678
Path 460 | total_timesteps 5951.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.375300171526586
Path 461 | total_timesteps 5958.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.374839207615127
Path 462 | total_timesteps 5966.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.374721317098269
Path 463 | total_timesteps 5978.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.374346223098689
Path 464 | total_timesteps 5987.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.373971193415638
Path 465 | total_timesteps 5996.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.374024860694385
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.79    |
| Iteration     | 26       |
| MaximumReturn | 2.97     |
| MinimumReturn | -19.7    |
| TotalSamples  | 112097   |
----------------------------
itr #27 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.33193737268447876
Validation loss = 0.3376733362674713
Validation loss = 0.3352513313293457
Validation loss = 0.33515214920043945
Validation loss = 0.33482101559638977
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3349054157733917
Validation loss = 0.333910197019577
Validation loss = 0.3368964195251465
Validation loss = 0.33614587783813477
Validation loss = 0.3379725515842438
Validation loss = 0.3366764485836029
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 = 12.373564203668781
Path 1 | total_timesteps 8.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.373103625610696
Path 2 | total_timesteps 16.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.372900239972575
Path 3 | total_timesteps 27.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.37286828348616
Path 4 | total_timesteps 40.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.372664952870608
Path 5 | total_timesteps 51.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.372975751863594
Path 6 | total_timesteps 69.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.372515421521591
Path 7 | total_timesteps 77.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.372312173391588
Path 8 | total_timesteps 88.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.372023299640226
Path 9 | total_timesteps 98.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.371477516059958
Path 10 | total_timesteps 105.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.372130866735183
Path 11 | total_timesteps 126.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.372784105506552
Path 12 | total_timesteps 147.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.372666552491864
Path 13 | total_timesteps 159.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.373490881068586
Path 14 | total_timesteps 182.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.373373287671233
Path 15 | total_timesteps 194.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.373426932625632
Path 16 | total_timesteps 208.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.373223763054272
Path 17 | total_timesteps 219.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.373534194984165
Path 18 | total_timesteps 236.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.373159876754537
Path 19 | total_timesteps 245.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.372614462986736
Path 20 | total_timesteps 252.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.373267157282218
Path 21 | total_timesteps 273.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.372978523145376
Path 22 | total_timesteps 283.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.37260438056126
Path 23 | total_timesteps 292.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.373342458721876
Path 24 | total_timesteps 316.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.373310521813515
Path 25 | total_timesteps 329.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.373877341544778
Path 26 | total_timesteps 350.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.373503250085529
Path 27 | total_timesteps 359.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.373043701359787
Path 28 | total_timesteps 367.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.372584231229691
Path 29 | total_timesteps 376.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.372295852928602
Path 30 | total_timesteps 386.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.371836525307797
Path 31 | total_timesteps 394.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.37146276823117
Path 32 | total_timesteps 403.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.371174559753804
Path 33 | total_timesteps 413.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.370886400547056
Path 34 | total_timesteps 423.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.371196581196582
Path 35 | total_timesteps 440.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.370993932142552
Path 36 | total_timesteps 451.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.371987694411212
Path 37 | total_timesteps 476.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.371699564214303
Path 38 | total_timesteps 486.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.371667805878332
Path 39 | total_timesteps 500.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.371208885091841
Path 40 | total_timesteps 508.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.371433452930122
Path 41 | total_timesteps 524.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.371487144443496
Path 42 | total_timesteps 538.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.371882473522378
Path 43 | total_timesteps 556.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.371765308736869
Path 44 | total_timesteps 568.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.37139197267293
Path 45 | total_timesteps 577.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.371360259585005
Path 46 | total_timesteps 590.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.37141393442623
Path 47 | total_timesteps 604.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.37180910099889
Path 48 | total_timesteps 623.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.371350520744409
Path 49 | total_timesteps 631.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.371318822023047
Path 50 | total_timesteps 644.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.372140662342096
Path 51 | total_timesteps 667.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.372364939831014
Path 52 | total_timesteps 683.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.372247823860727
Path 53 | total_timesteps 695.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.372130727877805
Path 54 | total_timesteps 707.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.37184300341297
Path 55 | total_timesteps 717.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.37172596194864
Path 56 | total_timesteps 729.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.371267701757379
Path 57 | total_timesteps 737.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.371236031732492
Path 58 | total_timesteps 750.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.371545547594678
Path 59 | total_timesteps 767.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.371769722814498
Path 60 | total_timesteps 783.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.371652737506396
Path 61 | total_timesteps 795.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.37162104545067
Path 62 | total_timesteps 809.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.372015688949523
Path 63 | total_timesteps 827.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.372239747634069
Path 64 | total_timesteps 843.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.372122762148338
Path 65 | total_timesteps 855.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.372091040831984
Path 66 | total_timesteps 868.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.371803614047051
Path 67 | total_timesteps 878.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.372198073808915
Path 68 | total_timesteps 896.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.371995909323333
Path 69 | total_timesteps 907.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.372305070302513
Path 70 | total_timesteps 924.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.372443762781186
Path 71 | total_timesteps 939.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.37190082644628
Path 72 | total_timesteps 947.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.372721076844437
Path 73 | total_timesteps 970.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.372433767782605
Path 74 | total_timesteps 980.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.371976149914822
Path 75 | total_timesteps 988.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.37211481134486
Path 76 | total_timesteps 1003.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.372338613524102
Path 77 | total_timesteps 1019.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.371795963552755
Path 78 | total_timesteps 1026.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.37133855585831
Path 79 | total_timesteps 1034.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.371477224350787
Path 80 | total_timesteps 1049.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.371360463136387
Path 81 | total_timesteps 1061.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.371413978036946
Path 82 | total_timesteps 1075.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.371127000340483
Path 83 | total_timesteps 1085.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.37152098050898
Path 84 | total_timesteps 1103.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.371574468085106
Path 85 | total_timesteps 1117.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.371372649136244
Path 86 | total_timesteps 1128.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.371085772634446
Path 87 | total_timesteps 1138.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.370713860290989
Path 88 | total_timesteps 1147.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.370427088650672
Path 89 | total_timesteps 1157.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.369970225435985
Path 90 | total_timesteps 1165.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.36968356583872
Path 91 | total_timesteps 1175.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.369311899294038
Path 92 | total_timesteps 1185.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.369365538356863
Path 93 | total_timesteps 1199.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.368823879581598
Path 94 | total_timesteps 1208.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.36845238095238
Path 95 | total_timesteps 1217.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.368165972281268
Path 96 | total_timesteps 1227.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.368049651419826
Path 97 | total_timesteps 1239.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.367848338009011
Path 98 | total_timesteps 1250.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.367817069024142
Path 99 | total_timesteps 1263.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.3673608159796
Path 100 | total_timesteps 1271.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.36715961244263
Path 101 | total_timesteps 1282.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.367128409960058
Path 102 | total_timesteps 1295.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.367946974847042
Path 103 | total_timesteps 1318.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.36791571076557
Path 104 | total_timesteps 1331.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.367714528462193
Path 105 | total_timesteps 1343.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.36725851669357
Path 106 | total_timesteps 1351.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.366802582398913
Path 107 | total_timesteps 1360.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.366346725558481
Path 108 | total_timesteps 1369.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.365975879055545
Path 109 | total_timesteps 1378.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.365774946921444
Path 110 | total_timesteps 1389.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.365319293478262
Path 111 | total_timesteps 1397.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.365033539950751
Path 112 | total_timesteps 1407.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.365936491764307
Path 113 | total_timesteps 1431.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.365990321759062
Path 114 | total_timesteps 1445.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.366468590831918
Path 115 | total_timesteps 1464.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.366267719208896
Path 116 | total_timesteps 1475.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.36674588355118
Path 117 | total_timesteps 1494.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.366375286429601
Path 118 | total_timesteps 1504.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.366259334691106
Path 119 | total_timesteps 1517.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.365888841747985
Path 120 | total_timesteps 1526.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.365433565246903
Path 121 | total_timesteps 1535.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.365232883685415
Path 122 | total_timesteps 1546.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.364862572107228
Path 123 | total_timesteps 1556.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.365170922045975
Path 124 | total_timesteps 1573.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.364970313825276
Path 125 | total_timesteps 1584.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.365108981426511
Path 126 | total_timesteps 1599.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.365502035278155
Path 127 | total_timesteps 1618.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.365131857881794
Path 128 | total_timesteps 1627.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.364676954383585
Path 129 | total_timesteps 1635.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.364646036456126
Path 130 | total_timesteps 1649.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.364276025771447
Path 131 | total_timesteps 1658.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.364160379757566
Path 132 | total_timesteps 1670.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.364044753348026
Path 133 | total_timesteps 1682.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.364268158318502
Path 134 | total_timesteps 1698.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.364152542372882
Path 135 | total_timesteps 1710.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.365138547580713
Path 136 | total_timesteps 1735.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.364683951872564
Path 137 | total_timesteps 1743.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.364144708972296
Path 138 | total_timesteps 1750.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.364622161978991
Path 139 | total_timesteps 1770.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.364421855146125
Path 140 | total_timesteps 1781.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.363967474165678
Path 141 | total_timesteps 1789.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.363936647751334
Path 142 | total_timesteps 1802.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.363905826558266
Path 143 | total_timesteps 1815.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.363536285883647
Path 144 | total_timesteps 1824.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.36342082980525
Path 145 | total_timesteps 1836.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.363051392769453
Path 146 | total_timesteps 1845.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.363020656959025
Path 147 | total_timesteps 1858.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.362651316346398
Path 148 | total_timesteps 1867.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.36304384628407
Path 149 | total_timesteps 1885.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.362928480744817
Path 150 | total_timesteps 1897.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.363405551794177
Path 151 | total_timesteps 1916.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.363628670559363
Path 152 | total_timesteps 1932.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.363344051446946
Path 153 | total_timesteps 1943.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.363736356713765
Path 154 | total_timesteps 1961.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.365059221658207
Path 155 | total_timesteps 1990.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.364774553760258
Path 156 | total_timesteps 2000.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.364574522077483
Path 157 | total_timesteps 2011.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.364543686035693
Path 158 | total_timesteps 2024.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.364428281461434
Path 159 | total_timesteps 2036.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.36431289640592
Path 160 | total_timesteps 2048.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.363943852528328
Path 161 | total_timesteps 2057.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.36391308024013
Path 162 | total_timesteps 2070.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.363882313155225
Path 163 | total_timesteps 2083.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.363428861273142
Path 164 | total_timesteps 2091.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.363398140321218
Path 165 | total_timesteps 2104.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.36311385343589
Path 166 | total_timesteps 2114.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.363083164300203
Path 167 | total_timesteps 2127.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.36305248035156
Path 168 | total_timesteps 2140.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.362514787899274
Path 169 | total_timesteps 2147.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.361977186311787
Path 170 | total_timesteps 2155.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.361608651571476
Path 171 | total_timesteps 2164.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.361662583424854
Path 172 | total_timesteps 2178.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.3613786112519
Path 173 | total_timesteps 2188.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.36109468705127
Path 174 | total_timesteps 2199.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.361402027027028
Path 175 | total_timesteps 2216.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.361287053458323
Path 176 | total_timesteps 2228.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.361003208917413
Path 177 | total_timesteps 2238.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.36080385037575
Path 178 | total_timesteps 2249.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.360857818304627
Path 179 | total_timesteps 2263.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.36074292950612
Path 180 | total_timesteps 2275.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.360628060104677
Path 181 | total_timesteps 2287.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.360597619650544
Path 182 | total_timesteps 2300.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.36039837947333
Path 183 | total_timesteps 2311.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.359945987003123
Path 184 | total_timesteps 2320.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.359662447257383
Path 185 | total_timesteps 2330.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.360391528141085
Path 186 | total_timesteps 2352.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.359939250759366
Path 187 | total_timesteps 2360.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.359740150172952
Path 188 | total_timesteps 2371.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.359541083178675
Path 189 | total_timesteps 2383.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.359426402361873
Path 190 | total_timesteps 2395.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.359480431848853
Path 191 | total_timesteps 2409.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.358944083663658
Path 192 | total_timesteps 2416.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.35866081969978
Path 193 | total_timesteps 2426.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.358377603507885
Path 194 | total_timesteps 2436.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.357925801011804
Path 195 | total_timesteps 2444.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.358064244161538
Path 196 | total_timesteps 2459.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.35845557241612
Path 197 | total_timesteps 2477.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.358256764730676
Path 198 | total_timesteps 2488.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.357636547538773
Path 199 | total_timesteps 2495.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.357269279393174
Path 200 | total_timesteps 2504.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.357576268329682
Path 201 | total_timesteps 2522.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.357546136344485
Path 202 | total_timesteps 2536.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.357178968655207
Path 203 | total_timesteps 2545.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.356980369028562
Path 204 | total_timesteps 2556.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.356613310867735
Path 205 | total_timesteps 2565.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.356330553449583
Path 206 | total_timesteps 2575.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.356384770889488
Path 207 | total_timesteps 2589.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.356944327465678
Path 208 | total_timesteps 2609.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.357251136937847
Path 209 | total_timesteps 2626.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.3568
Path 210 | total_timesteps 2634.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.356685752778713
Path 211 | total_timesteps 2646.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.35623473941231
Path 212 | total_timesteps 2654.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.356288937531572
Path 213 | total_timesteps 2668.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.356764037376884
Path 214 | total_timesteps 2687.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.356734006734007
Path 215 | total_timesteps 2700.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.356703981146369
Path 216 | total_timesteps 2713.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.356421477865679
Path 217 | total_timesteps 2723.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.356223175965665
Path 218 | total_timesteps 2734.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.356698081454056
Path 219 | total_timesteps 2753.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.35649978965082
Path 220 | total_timesteps 2764.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.356133266027259
Path 221 | total_timesteps 2773.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.355850929586945
Path 222 | total_timesteps 2783.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.355736877523553
Path 223 | total_timesteps 2795.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.355118176465641
Path 224 | total_timesteps 2801.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.354920100925147
Path 225 | total_timesteps 2812.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.354637961483474
Path 226 | total_timesteps 2822.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.354187689202826
Path 227 | total_timesteps 2831.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.354578323383503
Path 228 | total_timesteps 2849.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.355809651925341
Path 229 | total_timesteps 2878.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.355947877259352
Path 230 | total_timesteps 2893.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.355665770006725
Path 231 | total_timesteps 2903.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.355299655375305
Path 232 | total_timesteps 2912.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.3549336022861
Path 233 | total_timesteps 2921.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.354483570047902
Path 234 | total_timesteps 2930.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.35453781512605
Path 235 | total_timesteps 2944.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.354760104192925
Path 236 | total_timesteps 2960.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.35422618047387
Path 237 | total_timesteps 2968.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.35461648323952
Path 238 | total_timesteps 2986.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.354502688172044
Path 239 | total_timesteps 2998.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.354556908861822
Path 240 | total_timesteps 3013.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.354527129178566
Path 241 | total_timesteps 3026.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.354329386075419
Path 242 | total_timesteps 3037.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.354131676184078
Path 243 | total_timesteps 3048.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.353850029389537
Path 244 | total_timesteps 3058.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.35424013434089
Path 245 | total_timesteps 3076.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.354378305767778
Path 246 | total_timesteps 3091.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.354600402955004
Path 247 | total_timesteps 3107.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.35440275329472
Path 248 | total_timesteps 3118.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.354037267080745
Path 249 | total_timesteps 3127.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.353503986571548
Path 250 | total_timesteps 3134.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.353893924135615
Path 251 | total_timesteps 3152.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.35411596878409
Path 252 | total_timesteps 3168.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.353834535995972
Path 253 | total_timesteps 3178.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.353804849400117
Path 254 | total_timesteps 3191.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.353775167785235
Path 255 | total_timesteps 3204.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.353409948829796
Path 256 | total_timesteps 3213.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.352960912598558
Path 257 | total_timesteps 3221.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.35259582319886
Path 258 | total_timesteps 3230.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.352230795035224
Path 259 | total_timesteps 3239.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.351698113207547
Path 260 | total_timesteps 3246.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.352758678517525
Path 261 | total_timesteps 3272.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.353399849081915
Path 262 | total_timesteps 3293.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.353118712273641
Path 263 | total_timesteps 3303.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.352753793276888
Path 264 | total_timesteps 3312.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.352640402347024
Path 265 | total_timesteps 3324.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.352275584611517
Path 266 | total_timesteps 3333.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.352497485752599
Path 267 | total_timesteps 3350.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.352132741138021
Path 268 | total_timesteps 3359.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.352103234456175
Path 269 | total_timesteps 3372.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.35173858399665
Path 270 | total_timesteps 3381.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.352128016085791
Path 271 | total_timesteps 3399.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.35201474407305
Path 272 | total_timesteps 3411.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.35148266041213
Path 273 | total_timesteps 3419.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.350866906776112
Path 274 | total_timesteps 3425.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.351675041876048
Path 275 | total_timesteps 3448.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.351310610501633
Path 276 | total_timesteps 3457.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.351197454362753
Path 277 | total_timesteps 3469.
number of affinization with epsilon = 3 is 38
average number of affinization = 12.353345055681151
Path 278 | total_timesteps 3508.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.353148024112524
Path 279 | total_timesteps 3519.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.353034742570113
Path 280 | total_timesteps 3531.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.35275405993638
Path 281 | total_timesteps 3541.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.352557127312297
Path 282 | total_timesteps 3552.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.352192835621025
Path 283 | total_timesteps 3561.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.352498116997237
Path 284 | total_timesteps 3579.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.352217573221758
Path 285 | total_timesteps 3589.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.35252280143921
Path 286 | total_timesteps 3606.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.352325970548861
Path 287 | total_timesteps 3617.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.352296494603864
Path 288 | total_timesteps 3630.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.351848753555295
Path 289 | total_timesteps 3638.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.35340861564199
Path 290 | total_timesteps 3671.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.352960856473738
Path 291 | total_timesteps 3679.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.352429539182069
Path 292 | total_timesteps 3686.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.35298544907175
Path 293 | total_timesteps 3706.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.354461075340748
Path 294 | total_timesteps 3737.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.354096989966555
Path 295 | total_timesteps 3746.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.35465262101831
Path 296 | total_timesteps 3766.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.354622972747032
Path 297 | total_timesteps 3779.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.354509738359944
Path 298 | total_timesteps 3791.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.35464727515881
Path 299 | total_timesteps 3806.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.354283326368575
Path 300 | total_timesteps 3815.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.354253718870131
Path 301 | total_timesteps 3828.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.354056990055987
Path 302 | total_timesteps 3839.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.35394385026738
Path 303 | total_timesteps 3851.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.354164926058985
Path 304 | total_timesteps 3867.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.354636591478696
Path 305 | total_timesteps 3886.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.354105755575976
Path 306 | total_timesteps 3893.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.354243234213165
Path 307 | total_timesteps 3908.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.354714774910216
Path 308 | total_timesteps 3927.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.355520293970269
Path 309 | total_timesteps 3952.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.355073068893528
Path 310 | total_timesteps 3960.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.355043420173681
Path 311 | total_timesteps 3973.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.355097269767054
Path 312 | total_timesteps 3989.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.354900651193855
Path 313 | total_timesteps 4000.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.355037983137157
Path 314 | total_timesteps 4015.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.354924874791319
Path 315 | total_timesteps 4027.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.355062181787831
Path 316 | total_timesteps 4042.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.35478217325989
Path 317 | total_timesteps 4052.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.354418759909873
Path 318 | total_timesteps 4061.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.354305740987984
Path 319 | total_timesteps 4073.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.354025865665415
Path 320 | total_timesteps 4083.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.353746037043217
Path 321 | total_timesteps 4093.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.353633102527738
Path 322 | total_timesteps 4105.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.353353353353354
Path 323 | total_timesteps 4115.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.35290683126199
Path 324 | total_timesteps 4124.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.352376980817347
Path 325 | total_timesteps 4131.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.352430989909099
Path 326 | total_timesteps 4145.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.351901267511675
Path 327 | total_timesteps 4152.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.352455599099475
Path 328 | total_timesteps 4172.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.352092713023179
Path 329 | total_timesteps 4182.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.351979991663192
Path 330 | total_timesteps 4194.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.352034011337112
Path 331 | total_timesteps 4208.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.352254730349253
Path 332 | total_timesteps 4224.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.352308718119687
Path 333 | total_timesteps 4238.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.352196016334695
Path 334 | total_timesteps 4250.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.351916666666666
Path 335 | total_timesteps 4260.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.35188734272144
Path 336 | total_timesteps 4273.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.35135810698217
Path 337 | total_timesteps 4280.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.351162209447638
Path 338 | total_timesteps 4291.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.350966344551816
Path 339 | total_timesteps 4302.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.350603915035402
Path 340 | total_timesteps 4311.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.351157754456105
Path 341 | total_timesteps 4331.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.350712084617307
Path 342 | total_timesteps 4339.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.350433044636908
Path 343 | total_timesteps 4350.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.350736947289533
Path 344 | total_timesteps 4367.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.350457951706911
Path 345 | total_timesteps 4377.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.350345516609774
Path 346 | total_timesteps 4389.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.3500666000666
Path 347 | total_timesteps 4400.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.349954216265711
Path 348 | total_timesteps 4412.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.349425670051607
Path 349 | total_timesteps 4419.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.348813982521847
Path 350 | total_timesteps 4426.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.349034620505993
Path 351 | total_timesteps 4442.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.349088790879588
Path 352 | total_timesteps 4456.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.349309369279414
Path 353 | total_timesteps 4472.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.34944670937682
Path 354 | total_timesteps 4487.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.34900166389351
Path 355 | total_timesteps 4495.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.349055818983446
Path 356 | total_timesteps 4510.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.348694060888372
Path 357 | total_timesteps 4519.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.348581884720952
Path 358 | total_timesteps 4531.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.34805389221557
Path 359 | total_timesteps 4538.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.348357588357588
Path 360 | total_timesteps 4555.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.348079161816065
Path 361 | total_timesteps 4565.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.34788392782905
Path 362 | total_timesteps 4576.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.347522447622215
Path 363 | total_timesteps 4586.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.347327292376756
Path 364 | total_timesteps 4597.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.346882793017457
Path 365 | total_timesteps 4606.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.346853960601779
Path 366 | total_timesteps 4619.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.346825132978724
Path 367 | total_timesteps 4632.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.346297681376216
Path 368 | total_timesteps 4639.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.34651819843776
Path 369 | total_timesteps 4655.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.346406314914832
Path 370 | total_timesteps 4667.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.346128281821203
Path 371 | total_timesteps 4677.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.346099526460081
Path 372 | total_timesteps 4690.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.347150689483303
Path 373 | total_timesteps 4716.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.347287980729297
Path 374 | total_timesteps 4731.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.346760797342192
Path 375 | total_timesteps 4738.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.346815048584004
Path 376 | total_timesteps 4752.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.346454077395782
Path 377 | total_timesteps 4762.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.346010130366189
Path 378 | total_timesteps 4770.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.345649285951511
Path 379 | total_timesteps 4779.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.345454545454546
Path 380 | total_timesteps 4790.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.344927776855387
Path 381 | total_timesteps 4797.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.34498215323317
Path 382 | total_timesteps 4811.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.34503652058433
Path 383 | total_timesteps 4825.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.344758901153623
Path 384 | total_timesteps 4835.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.345145228215767
Path 385 | total_timesteps 4853.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.34486764583852
Path 386 | total_timesteps 4863.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.344922004646532
Path 387 | total_timesteps 4877.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.344561519953539
Path 388 | total_timesteps 4887.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.344532935125269
Path 389 | total_timesteps 4900.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.345665698880133
Path 390 | total_timesteps 4927.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.34563702720637
Path 391 | total_timesteps 4940.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.345691299659949
Path 392 | total_timesteps 4954.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.345330900646873
Path 393 | total_timesteps 4963.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.345136412637864
Path 394 | total_timesteps 4974.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.345356550580432
Path 395 | total_timesteps 4990.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.344830445236713
Path 396 | total_timesteps 4997.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.344553142099155
Path 397 | total_timesteps 5007.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.344275884937412
Path 398 | total_timesteps 5017.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.344247347480106
Path 399 | total_timesteps 5030.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.344053046000829
Path 400 | total_timesteps 5041.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.343775899220951
Path 401 | total_timesteps 5051.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.3436645396536
Path 402 | total_timesteps 5063.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.34330460722572
Path 403 | total_timesteps 5072.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.342944734443616
Path 404 | total_timesteps 5081.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.342502071251035
Path 405 | total_timesteps 5091.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.341976638223842
Path 406 | total_timesteps 5099.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.342196819085487
Path 407 | total_timesteps 5115.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.342251304563902
Path 408 | total_timesteps 5130.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.341726022859035
Path 409 | total_timesteps 5137.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.341946169772257
Path 410 | total_timesteps 5153.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.341421000331236
Path 411 | total_timesteps 5161.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.341475532002981
Path 412 | total_timesteps 5175.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.341033283656234
Path 413 | total_timesteps 5183.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.340508320225185
Path 414 | total_timesteps 5190.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.340066225165563
Path 415 | total_timesteps 5198.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.340203625527687
Path 416 | total_timesteps 5213.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.340258235391492
Path 417 | total_timesteps 5227.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.340230075312423
Path 418 | total_timesteps 5240.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.340119165839127
Path 419 | total_timesteps 5252.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.339925527513447
Path 420 | total_timesteps 5263.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.33964918087043
Path 421 | total_timesteps 5273.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.340365682137834
Path 422 | total_timesteps 5295.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.340089344804765
Path 423 | total_timesteps 5305.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.33981305318885
Path 424 | total_timesteps 5315.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.339619520264682
Path 425 | total_timesteps 5326.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.339756843933504
Path 426 | total_timesteps 5341.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.339480648362553
Path 427 | total_timesteps 5351.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.339369883403622
Path 428 | total_timesteps 5364.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.339176451132793
Path 429 | total_timesteps 5376.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.339065729640348
Path 430 | total_timesteps 5388.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.338789682539682
Path 431 | total_timesteps 5398.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.338679011325121
Path 432 | total_timesteps 5410.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.339312283021988
Path 433 | total_timesteps 5432.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.33911893544921
Path 434 | total_timesteps 5443.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.33909090909091
Path 435 | total_timesteps 5456.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.339558714155855
Path 436 | total_timesteps 5475.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.33961328705999
Path 437 | total_timesteps 5489.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.339833099231596
Path 438 | total_timesteps 5505.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.339391936549902
Path 439 | total_timesteps 5513.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.339281288723669
Path 440 | total_timesteps 5525.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.339088055509665
Path 441 | total_timesteps 5537.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.338647063682167
Path 442 | total_timesteps 5546.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.338619094813346
Path 443 | total_timesteps 5559.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.338343380956314
Path 444 | total_timesteps 5569.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.338398018166805
Path 445 | total_timesteps 5583.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.338535215919412
Path 446 | total_timesteps 5598.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.338507265521796
Path 447 | total_timesteps 5611.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.338066540080904
Path 448 | total_timesteps 5619.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.33770843651973
Path 449 | total_timesteps 5628.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.337350392075939
Path 450 | total_timesteps 5637.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.336909871244636
Path 451 | total_timesteps 5645.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.337459767269126
Path 452 | total_timesteps 5666.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.337101831985477
Path 453 | total_timesteps 5675.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.337074016007922
Path 454 | total_timesteps 5688.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.337293729372938
Path 455 | total_timesteps 5704.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.336935896378186
Path 456 | total_timesteps 5713.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.33674311169774
Path 457 | total_timesteps 5724.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.336715334488163
Path 458 | total_timesteps 5737.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.336357637743319
Path 459 | total_timesteps 5746.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.336
Path 460 | total_timesteps 5755.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.335559953818242
Path 461 | total_timesteps 5763.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.336109507710068
Path 462 | total_timesteps 5783.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.33608179419525
Path 463 | total_timesteps 5796.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.335641850111303
Path 464 | total_timesteps 5804.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.335779060181368
Path 465 | total_timesteps 5819.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.33533921358503
Path 466 | total_timesteps 5827.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.334981866139136
Path 467 | total_timesteps 5836.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.334789417291685
Path 468 | total_timesteps 5847.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.334514587110599
Path 469 | total_timesteps 5857.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.33423980222497
Path 470 | total_timesteps 5867.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.333717864205669
Path 471 | total_timesteps 5874.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.334431902447063
Path 472 | total_timesteps 5896.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.334239578184215
Path 473 | total_timesteps 5908.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.333964906499713
Path 474 | total_timesteps 5918.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.333937397034596
Path 475 | total_timesteps 5931.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.333745161024627
Path 476 | total_timesteps 5943.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.333882391698237
Path 477 | total_timesteps 5959.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.334266655686404
Path 478 | total_timesteps 5977.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.333745059288537
Path 479 | total_timesteps 5984.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.334129271305065
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.89    |
| Iteration     | 27       |
| MaximumReturn | 1.51     |
| MinimumReturn | -22.7    |
| TotalSamples  | 116098   |
----------------------------
itr #28 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.33222001791000366
Validation loss = 0.334545761346817
Validation loss = 0.3348124325275421
Validation loss = 0.33638617396354675
Validation loss = 0.3375624716281891
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3301089107990265
Validation loss = 0.3341875374317169
Validation loss = 0.3340356945991516
Validation loss = 0.33626845479011536
Validation loss = 0.3335435390472412
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 = 12.333772435369669
Path 1 | total_timesteps 9.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.333497983041081
Path 2 | total_timesteps 19.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.333470530128416
Path 3 | total_timesteps 33.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.333278459132439
Path 4 | total_timesteps 44.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.332839506172839
Path 5 | total_timesteps 52.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.332976709735824
Path 6 | total_timesteps 67.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.333196181698487
Path 7 | total_timesteps 83.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.333086480704353
Path 8 | total_timesteps 95.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.332812242883001
Path 9 | total_timesteps 106.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.333196215549156
Path 10 | total_timesteps 124.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.333744652846331
Path 11 | total_timesteps 144.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.33388171423871
Path 12 | total_timesteps 159.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.333772001974008
Path 13 | total_timesteps 172.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.333662307755572
Path 14 | total_timesteps 184.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.334128289473684
Path 15 | total_timesteps 204.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.333771893758737
Path 16 | total_timesteps 213.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.333497779970399
Path 17 | total_timesteps 223.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.333223711255448
Path 18 | total_timesteps 233.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.332949687602762
Path 19 | total_timesteps 243.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.332757912042746
Path 20 | total_timesteps 254.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.332730560578662
Path 21 | total_timesteps 267.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.332127886907209
Path 22 | total_timesteps 273.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.332100591715976
Path 23 | total_timesteps 286.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.33166242090558
Path 24 | total_timesteps 294.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.331470829909614
Path 25 | total_timesteps 305.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.331279270396845
Path 26 | total_timesteps 316.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.331334209661518
Path 27 | total_timesteps 331.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.331306990881458
Path 28 | total_timesteps 344.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.33144406111385
Path 29 | total_timesteps 359.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.33141683778234
Path 30 | total_timesteps 373.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.331471747700395
Path 31 | total_timesteps 387.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.33103391639977
Path 32 | total_timesteps 396.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.330678272294302
Path 33 | total_timesteps 405.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.330651120781674
Path 34 | total_timesteps 418.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.330131362889984
Path 35 | total_timesteps 425.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.329775880469583
Path 36 | total_timesteps 434.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.329420456411098
Path 37 | total_timesteps 443.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.328983009111056
Path 38 | total_timesteps 451.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.328956007879185
Path 39 | total_timesteps 464.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.32884694296266
Path 40 | total_timesteps 476.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.328409650418513
Path 41 | total_timesteps 484.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.328136538934931
Path 42 | total_timesteps 495.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.327699376435838
Path 43 | total_timesteps 503.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.327590450406104
Path 44 | total_timesteps 515.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.3278917145201
Path 45 | total_timesteps 533.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.327782790583218
Path 46 | total_timesteps 545.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.327345800524935
Path 47 | total_timesteps 554.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.327318953497908
Path 48 | total_timesteps 567.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.327538133508282
Path 49 | total_timesteps 583.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.327019270192702
Path 50 | total_timesteps 590.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.32699245654313
Path 51 | total_timesteps 604.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.326965647290317
Path 52 | total_timesteps 617.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.328332513526808
Path 53 | total_timesteps 647.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.328797442413313
Path 54 | total_timesteps 666.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.328524590163934
Path 55 | total_timesteps 676.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.328333743135808
Path 56 | total_timesteps 687.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.327897066054746
Path 57 | total_timesteps 695.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.327870195853478
Path 58 | total_timesteps 708.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.327761389708293
Path 59 | total_timesteps 721.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.327816468660385
Path 60 | total_timesteps 735.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.327379977060462
Path 61 | total_timesteps 745.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.327435078233801
Path 62 | total_timesteps 759.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.327408256880734
Path 63 | total_timesteps 772.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.327545253501516
Path 64 | total_timesteps 787.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.327600327600328
Path 65 | total_timesteps 801.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.327573499303906
Path 66 | total_timesteps 814.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.327301015394694
Path 67 | total_timesteps 824.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.327519855891264
Path 68 | total_timesteps 840.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.327165547732111
Path 69 | total_timesteps 849.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.326893164142447
Path 70 | total_timesteps 859.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.327030124426981
Path 71 | total_timesteps 874.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.326512237046739
Path 72 | total_timesteps 881.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.32640366672123
Path 73 | total_timesteps 893.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.326704312955234
Path 74 | total_timesteps 910.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.326595744680851
Path 75 | total_timesteps 922.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.326405367809508
Path 76 | total_timesteps 933.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.325969563082966
Path 77 | total_timesteps 941.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.325615642640923
Path 78 | total_timesteps 950.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.325670811518325
Path 79 | total_timesteps 964.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.325725971370144
Path 80 | total_timesteps 978.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.325944707999346
Path 81 | total_timesteps 994.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.325754477795044
Path 82 | total_timesteps 1005.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.326382073928688
Path 83 | total_timesteps 1026.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.32635538474119
Path 84 | total_timesteps 1039.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.326083401471791
Path 85 | total_timesteps 1049.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.325566184285831
Path 86 | total_timesteps 1056.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.325703073904513
Path 87 | total_timesteps 1071.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.325676448949563
Path 88 | total_timesteps 1084.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.325404610102991
Path 89 | total_timesteps 1094.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.326031875766244
Path 90 | total_timesteps 1116.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.325760052304675
Path 91 | total_timesteps 1126.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.325651712020921
Path 92 | total_timesteps 1139.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.326360516424252
Path 93 | total_timesteps 1161.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.326252144783071
Path 94 | total_timesteps 1173.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.325898692810458
Path 95 | total_timesteps 1182.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.325300220570215
Path 96 | total_timesteps 1188.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.325191962097696
Path 97 | total_timesteps 1200.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.324675324675324
Path 98 | total_timesteps 1207.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.325057170859196
Path 99 | total_timesteps 1225.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.325030624744794
Path 100 | total_timesteps 1238.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.324677445696555
Path 101 | total_timesteps 1247.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.324324324324325
Path 102 | total_timesteps 1257.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.324379490529067
Path 103 | total_timesteps 1271.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.32451628704384
Path 104 | total_timesteps 1286.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.32530612244898
Path 105 | total_timesteps 1309.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.325116317035343
Path 106 | total_timesteps 1320.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.324844923277832
Path 107 | total_timesteps 1330.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.32449196115237
Path 108 | total_timesteps 1339.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.324057450628366
Path 109 | total_timesteps 1347.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.323786209710322
Path 110 | total_timesteps 1357.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.32367819843342
Path 111 | total_timesteps 1369.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.323896548910826
Path 112 | total_timesteps 1385.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.324522760646108
Path 113 | total_timesteps 1406.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.324414715719064
Path 114 | total_timesteps 1419.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.325938009787928
Path 115 | total_timesteps 1452.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.32599298589022
Path 116 | total_timesteps 1466.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.325966400260969
Path 117 | total_timesteps 1479.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.32545054228166
Path 118 | total_timesteps 1486.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.325342465753424
Path 119 | total_timesteps 1498.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.325397472482674
Path 120 | total_timesteps 1512.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.326023153432251
Path 121 | total_timesteps 1534.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.32607809570392
Path 122 | total_timesteps 1548.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.325643951744375
Path 123 | total_timesteps 1556.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.32545439726139
Path 124 | total_timesteps 1567.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.32599837000815
Path 125 | total_timesteps 1587.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.325890310488143
Path 126 | total_timesteps 1599.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.32553780964798
Path 127 | total_timesteps 1608.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.326407561313452
Path 128 | total_timesteps 1632.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.326299494867198
Path 129 | total_timesteps 1644.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.32684317718941
Path 130 | total_timesteps 1665.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.326572173346367
Path 131 | total_timesteps 1675.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.326545573022726
Path 132 | total_timesteps 1688.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.32627463756312
Path 133 | total_timesteps 1698.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.326003746233406
Path 134 | total_timesteps 1708.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.325488599348533
Path 135 | total_timesteps 1715.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.325217816138752
Path 136 | total_timesteps 1725.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.325598436736687
Path 137 | total_timesteps 1743.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.325571928681919
Path 138 | total_timesteps 1756.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.325545424943016
Path 139 | total_timesteps 1769.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.325437525437525
Path 140 | total_timesteps 1781.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.325166856584731
Path 141 | total_timesteps 1791.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.324814844958086
Path 142 | total_timesteps 1800.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.324951171875
Path 143 | total_timesteps 1816.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.32541297094963
Path 144 | total_timesteps 1835.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.325142392188772
Path 145 | total_timesteps 1845.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.325034578146612
Path 146 | total_timesteps 1857.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.3249267816466
Path 147 | total_timesteps 1869.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.324981696900675
Path 148 | total_timesteps 1883.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.324955262729787
Path 149 | total_timesteps 1897.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.32452216348109
Path 150 | total_timesteps 1905.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.324658425504229
Path 151 | total_timesteps 1920.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.324875986012849
Path 152 | total_timesteps 1936.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.324442998861603
Path 153 | total_timesteps 1944.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.324823156354174
Path 154 | total_timesteps 1962.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.325528455284553
Path 155 | total_timesteps 1984.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.325664580115438
Path 156 | total_timesteps 1999.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.325475532433751
Path 157 | total_timesteps 2010.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.325611639437536
Path 158 | total_timesteps 2025.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.325341352405722
Path 159 | total_timesteps 2035.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.32507110930516
Path 160 | total_timesteps 2045.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.324963432471964
Path 161 | total_timesteps 2057.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.325018282278378
Path 162 | total_timesteps 2072.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.325885602859929
Path 163 | total_timesteps 2096.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.325859127467707
Path 164 | total_timesteps 2109.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.32583265637693
Path 165 | total_timesteps 2122.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.3267809276257
Path 166 | total_timesteps 2147.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.326429499675113
Path 167 | total_timesteps 2156.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.326727848615285
Path 168 | total_timesteps 2173.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.326538898814357
Path 169 | total_timesteps 2184.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.32675598863175
Path 170 | total_timesteps 2200.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.327216628775577
Path 171 | total_timesteps 2219.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.327433628318584
Path 172 | total_timesteps 2235.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.32724468257834
Path 173 | total_timesteps 2246.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.327299293773846
Path 174 | total_timesteps 2260.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.326785714285714
Path 175 | total_timesteps 2268.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.326353380407435
Path 176 | total_timesteps 2276.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.326002272358384
Path 177 | total_timesteps 2285.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.325813519435203
Path 178 | total_timesteps 2296.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.325624797143785
Path 179 | total_timesteps 2307.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.325598377281947
Path 180 | total_timesteps 2320.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.325653091027098
Path 181 | total_timesteps 2334.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.326275655066116
Path 182 | total_timesteps 2355.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.325924724205061
Path 183 | total_timesteps 2364.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.326384946062129
Path 184 | total_timesteps 2383.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.326358475263584
Path 185 | total_timesteps 2396.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.326007623063823
Path 186 | total_timesteps 2405.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.325737917612715
Path 187 | total_timesteps 2415.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.325954755533933
Path 188 | total_timesteps 2431.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.325847251499919
Path 189 | total_timesteps 2443.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.325415484394
Path 190 | total_timesteps 2451.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.32530804150454
Path 191 | total_timesteps 2463.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.325849071897544
Path 192 | total_timesteps 2483.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.325336359215433
Path 193 | total_timesteps 2491.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.324823729637734
Path 194 | total_timesteps 2499.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.324716369529984
Path 195 | total_timesteps 2512.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.324446965399886
Path 196 | total_timesteps 2522.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.324339653216658
Path 197 | total_timesteps 2534.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.324232358421778
Path 198 | total_timesteps 2546.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.324368114063512
Path 199 | total_timesteps 2561.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.325151883353584
Path 200 | total_timesteps 2585.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.326340515146606
Path 201 | total_timesteps 2613.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.326233093059043
Path 202 | total_timesteps 2625.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.326125688370587
Path 203 | total_timesteps 2637.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.325856344643292
Path 204 | total_timesteps 2647.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.325506072874495
Path 205 | total_timesteps 2656.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.325560683345477
Path 206 | total_timesteps 2670.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.325291450777202
Path 207 | total_timesteps 2680.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.32486035780782
Path 208 | total_timesteps 2688.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.325805407155578
Path 209 | total_timesteps 2713.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.325859975718332
Path 210 | total_timesteps 2727.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.325833603107801
Path 211 | total_timesteps 2741.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.325321680019423
Path 212 | total_timesteps 2748.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.324890759022496
Path 213 | total_timesteps 2756.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.324459907759527
Path 214 | total_timesteps 2764.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.324190938511327
Path 215 | total_timesteps 2774.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.324164711592914
Path 216 | total_timesteps 2787.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.323572237502022
Path 217 | total_timesteps 2793.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.324031383968293
Path 218 | total_timesteps 2812.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.324571336137172
Path 219 | total_timesteps 2832.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.32486858067125
Path 220 | total_timesteps 2849.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.324599708879186
Path 221 | total_timesteps 2859.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.324573461631761
Path 222 | total_timesteps 2872.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.32454721862872
Path 223 | total_timesteps 2885.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.324763521707494
Path 224 | total_timesteps 2901.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.324898949070331
Path 225 | total_timesteps 2916.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.324306846657505
Path 226 | total_timesteps 2923.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.324442289039768
Path 227 | total_timesteps 2938.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.32425442495757
Path 228 | total_timesteps 2949.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.324309035073542
Path 229 | total_timesteps 2964.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.324040404040405
Path 230 | total_timesteps 2974.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.323933419521655
Path 231 | total_timesteps 2986.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.323988042336593
Path 232 | total_timesteps 3000.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.323881079334303
Path 233 | total_timesteps 3012.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.3241780434607
Path 234 | total_timesteps 3029.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.323828756058159
Path 235 | total_timesteps 3038.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.324287214279945
Path 236 | total_timesteps 3057.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.324099499273139
Path 237 | total_timesteps 3068.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.32423483808447
Path 238 | total_timesteps 3083.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.323724160206718
Path 239 | total_timesteps 3090.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.323698021800565
Path 240 | total_timesteps 3103.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.324156305506216
Path 241 | total_timesteps 3123.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.32356502785178
Path 242 | total_timesteps 3130.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.32321601549887
Path 243 | total_timesteps 3139.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.323674227136976
Path 244 | total_timesteps 3158.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.32356739305892
Path 245 | total_timesteps 3170.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.32346057622468
Path 246 | total_timesteps 3182.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.323192382182054
Path 247 | total_timesteps 3192.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.322762849995966
Path 248 | total_timesteps 3200.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.322252702920768
Path 249 | total_timesteps 3207.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.321984671238402
Path 250 | total_timesteps 3218.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.321555340432397
Path 251 | total_timesteps 3226.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.32128740824393
Path 252 | total_timesteps 3237.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.32126149378932
Path 253 | total_timesteps 3250.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.321961448503911
Path 254 | total_timesteps 3272.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.321774193548388
Path 255 | total_timesteps 3283.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.322070800741876
Path 256 | total_timesteps 3300.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.321641670698275
Path 257 | total_timesteps 3308.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.321212609852456
Path 258 | total_timesteps 3316.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.321106094808126
Path 259 | total_timesteps 3328.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.321080209592907
Path 260 | total_timesteps 3343.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.320651297759149
Path 261 | total_timesteps 3351.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.320786652696059
Path 262 | total_timesteps 3366.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.320438426821406
Path 263 | total_timesteps 3376.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.319929083729551
Path 264 | total_timesteps 3384.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.319742143432716
Path 265 | total_timesteps 3395.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.319394085891547
Path 266 | total_timesteps 3404.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.319126651627457
Path 267 | total_timesteps 3415.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.319262063965198
Path 268 | total_timesteps 3430.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.319800225551797
Path 269 | total_timesteps 3450.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.319693918646799
Path 270 | total_timesteps 3462.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.3191043814433
Path 271 | total_timesteps 3468.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.318917612949988
Path 272 | total_timesteps 3479.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.318730874536962
Path 273 | total_timesteps 3490.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.319107818664948
Path 274 | total_timesteps 3508.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.319162640901771
Path 275 | total_timesteps 3522.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.319942033652685
Path 276 | total_timesteps 3545.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.319594268233779
Path 277 | total_timesteps 3554.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.319085567093294
Path 278 | total_timesteps 3561.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.31873792659369
Path 279 | total_timesteps 3570.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.318712273641852
Path 280 | total_timesteps 3583.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.318445195557702
Path 281 | total_timesteps 3593.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.31817816045707
Path 282 | total_timesteps 3603.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.317669777920823
Path 283 | total_timesteps 3610.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.317322391181913
Path 284 | total_timesteps 3619.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.31705551086082
Path 285 | total_timesteps 3629.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.316627785375271
Path 286 | total_timesteps 3637.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.31652187902188
Path 287 | total_timesteps 3649.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.316415989704819
Path 288 | total_timesteps 3661.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.315988418851536
Path 289 | total_timesteps 3669.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.315480498592683
Path 290 | total_timesteps 3677.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.315213895143133
Path 291 | total_timesteps 3688.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.315912197475276
Path 292 | total_timesteps 3710.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.31540440585303
Path 293 | total_timesteps 3717.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.315057480504864
Path 294 | total_timesteps 3726.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.315353697749195
Path 295 | total_timesteps 3743.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.315006832248212
Path 296 | total_timesteps 3752.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.3152226330172
Path 297 | total_timesteps 3768.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.31616169733987
Path 298 | total_timesteps 3793.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.315975570556091
Path 299 | total_timesteps 3804.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.316191241462434
Path 300 | total_timesteps 3820.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.316085489313835
Path 301 | total_timesteps 3832.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.315738732224633
Path 302 | total_timesteps 3841.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.315633033419022
Path 303 | total_timesteps 3853.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.315607679331674
Path 304 | total_timesteps 3866.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.315180722891567
Path 305 | total_timesteps 3874.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.314834149867481
Path 306 | total_timesteps 3883.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.314969482814005
Path 307 | total_timesteps 3898.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.314622982413876
Path 308 | total_timesteps 3907.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.314517424120764
Path 309 | total_timesteps 3919.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.314733038940185
Path 310 | total_timesteps 3936.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.314547206165702
Path 311 | total_timesteps 3947.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.314361403227101
Path 312 | total_timesteps 3958.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.314576978648258
Path 313 | total_timesteps 3974.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.31495304599085
Path 314 | total_timesteps 3992.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.315569823434991
Path 315 | total_timesteps 4013.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.316026001123506
Path 316 | total_timesteps 4032.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.315840154068368
Path 317 | total_timesteps 4043.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.315253149321993
Path 318 | total_timesteps 4051.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.315227856225931
Path 319 | total_timesteps 4064.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.314881668672282
Path 320 | total_timesteps 4073.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.3146157548532
Path 321 | total_timesteps 4083.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.314430095451993
Path 322 | total_timesteps 4094.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.316008982996472
Path 323 | total_timesteps 4128.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.315823241639265
Path 324 | total_timesteps 4139.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.315637530072173
Path 325 | total_timesteps 4150.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.315211290193249
Path 326 | total_timesteps 4158.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.31494547787043
Path 327 | total_timesteps 4168.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.315561613084261
Path 328 | total_timesteps 4189.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.315937149270482
Path 329 | total_timesteps 4207.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.315911823647294
Path 330 | total_timesteps 4221.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.316848348829753
Path 331 | total_timesteps 4246.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.316502364350404
Path 332 | total_timesteps 4255.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.31639685847091
Path 333 | total_timesteps 4268.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.31669204263162
Path 334 | total_timesteps 4285.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.31650641025641
Path 335 | total_timesteps 4296.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.316641294768047
Path 336 | total_timesteps 4311.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.316856273033167
Path 337 | total_timesteps 4327.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.31747176159577
Path 338 | total_timesteps 4348.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.317606536366549
Path 339 | total_timesteps 4363.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.31766119343212
Path 340 | total_timesteps 4377.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.3171552138395
Path 341 | total_timesteps 4384.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.31745014815408
Path 342 | total_timesteps 4401.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.317024343369635
Path 343 | total_timesteps 4409.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.316598606773962
Path 344 | total_timesteps 4417.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.317133706965572
Path 345 | total_timesteps 4437.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.316788087422944
Path 346 | total_timesteps 4446.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.316522574447646
Path 347 | total_timesteps 4456.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.316097014328024
Path 348 | total_timesteps 4464.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.31575156074916
Path 349 | total_timesteps 4475.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.316046418567426
Path 350 | total_timesteps 4493.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.31578104993598
Path 351 | total_timesteps 4503.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.315835800592142
Path 352 | total_timesteps 4517.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.315970555288846
Path 353 | total_timesteps 4532.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.315945275622049
Path 354 | total_timesteps 4545.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.31576
Path 355 | total_timesteps 4556.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.315734741220702
Path 356 | total_timesteps 4569.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.316189409694449
Path 357 | total_timesteps 4588.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.316723986243302
Path 358 | total_timesteps 4608.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.316298784388996
Path 359 | total_timesteps 4616.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.316353458616554
Path 360 | total_timesteps 4630.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.316248200863585
Path 361 | total_timesteps 4643.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.316142959942432
Path 362 | total_timesteps 4655.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.315877838183562
Path 363 | total_timesteps 4665.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.315372931489328
Path 364 | total_timesteps 4672.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.315267785771383
Path 365 | total_timesteps 4684.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.315322516185757
Path 366 | total_timesteps 4698.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.314897698209718
Path 367 | total_timesteps 4706.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.315431950771197
Path 368 | total_timesteps 4726.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.31572638644718
Path 369 | total_timesteps 4743.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.315860966839793
Path 370 | total_timesteps 4758.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.315755832534355
Path 371 | total_timesteps 4770.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.315490932332029
Path 372 | total_timesteps 4780.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.315705384246685
Path 373 | total_timesteps 4796.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.315680166147455
Path 374 | total_timesteps 4809.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.315335463258785
Path 375 | total_timesteps 4818.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.315310278731731
Path 376 | total_timesteps 4831.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.315205238779747
Path 377 | total_timesteps 4843.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.31510021560329
Path 378 | total_timesteps 4855.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.314915362503992
Path 379 | total_timesteps 4866.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.314570858283433
Path 380 | total_timesteps 4875.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.314226409069136
Path 381 | total_timesteps 4884.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.31571804901413
Path 382 | total_timesteps 4917.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.315932311621967
Path 383 | total_timesteps 4933.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.31558783621997
Path 384 | total_timesteps 4942.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.315403032721468
Path 385 | total_timesteps 4953.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.315298060809193
Path 386 | total_timesteps 4965.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.315113309926588
Path 387 | total_timesteps 4976.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.315008377882391
Path 388 | total_timesteps 4988.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.315222594542844
Path 389 | total_timesteps 5004.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.315436777024331
Path 390 | total_timesteps 5020.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.315252074026803
Path 391 | total_timesteps 5031.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.315386456089973
Path 392 | total_timesteps 5046.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.315281544105918
Path 393 | total_timesteps 5060.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.31493739532658
Path 394 | total_timesteps 5069.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.315470494417863
Path 395 | total_timesteps 5089.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.315844031576429
Path 396 | total_timesteps 5107.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.315340456067613
Path 397 | total_timesteps 5114.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.315235589571873
Path 398 | total_timesteps 5127.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.315848214285714
Path 399 | total_timesteps 5148.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.315583897967318
Path 400 | total_timesteps 5158.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.315319623784474
Path 401 | total_timesteps 5169.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.314816290746792
Path 402 | total_timesteps 5176.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.314791201785145
Path 403 | total_timesteps 5189.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.314686429197545
Path 404 | total_timesteps 5201.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.314183266932272
Path 405 | total_timesteps 5208.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.314158234403633
Path 406 | total_timesteps 5221.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.31421287444232
Path 407 | total_timesteps 5235.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.313948856846968
Path 408 | total_timesteps 5245.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.31416281663215
Path 409 | total_timesteps 5261.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.313978494623656
Path 410 | total_timesteps 5272.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.313714558776681
Path 411 | total_timesteps 5282.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.313769212391495
Path 412 | total_timesteps 5296.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.313823857302118
Path 413 | total_timesteps 5310.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.314037741858428
Path 414 | total_timesteps 5327.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.314649681528662
Path 415 | total_timesteps 5348.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.314067351325532
Path 416 | total_timesteps 5354.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.31356471899379
Path 417 | total_timesteps 5362.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.313221364323809
Path 418 | total_timesteps 5371.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.313037249283667
Path 419 | total_timesteps 5382.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.312614405093514
Path 420 | total_timesteps 5390.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.312748686932993
Path 421 | total_timesteps 5405.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.31240550648524
Path 422 | total_timesteps 5414.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.312062380649268
Path 423 | total_timesteps 5423.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.311719309412046
Path 424 | total_timesteps 5432.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.311296738265712
Path 425 | total_timesteps 5440.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.311271975180972
Path 426 | total_timesteps 5453.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.311167674196627
Path 427 | total_timesteps 5465.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.31098385429094
Path 428 | total_timesteps 5476.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.31040241768729
Path 429 | total_timesteps 5482.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.310695825049702
Path 430 | total_timesteps 5499.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.310273536895675
Path 431 | total_timesteps 5507.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.309930826111156
Path 432 | total_timesteps 5517.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.309985689298776
Path 433 | total_timesteps 5531.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.31012004133874
Path 434 | total_timesteps 5546.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.309777424483308
Path 435 | total_timesteps 5555.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.309514347031238
Path 436 | total_timesteps 5565.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.309728183118741
Path 437 | total_timesteps 5582.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.310100929825955
Path 438 | total_timesteps 5600.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.309758423394786
Path 439 | total_timesteps 5609.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.309415971394518
Path 440 | total_timesteps 5618.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.309391387255681
Path 441 | total_timesteps 5631.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.309207912926034
Path 442 | total_timesteps 5642.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.3093422306959
Path 443 | total_timesteps 5657.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.309079354992454
Path 444 | total_timesteps 5667.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.308975377283558
Path 445 | total_timesteps 5679.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.308474307044715
Path 446 | total_timesteps 5686.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.308688055908513
Path 447 | total_timesteps 5702.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.308504724847138
Path 448 | total_timesteps 5713.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.308083214228997
Path 449 | total_timesteps 5721.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.307899960301707
Path 450 | total_timesteps 5732.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.30747856462369
Path 451 | total_timesteps 5740.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.307692307692308
Path 452 | total_timesteps 5756.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.308382282902048
Path 453 | total_timesteps 5778.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.30796094928169
Path 454 | total_timesteps 5786.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.307619047619047
Path 455 | total_timesteps 5795.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.30767399412745
Path 456 | total_timesteps 5809.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.30772893191557
Path 457 | total_timesteps 5823.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.3073871300484
Path 458 | total_timesteps 5832.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.307204062202475
Path 459 | total_timesteps 5843.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.306862356207853
Path 460 | total_timesteps 5852.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.306838013644297
Path 461 | total_timesteps 5865.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.306892995954628
Path 462 | total_timesteps 5879.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.307582487309645
Path 463 | total_timesteps 5902.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.307399476564358
Path 464 | total_timesteps 5913.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.30761300555115
Path 465 | total_timesteps 5929.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.307271429704226
Path 466 | total_timesteps 5939.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.306771328893118
Path 467 | total_timesteps 5947.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.306905573614525
Path 468 | total_timesteps 5962.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.306564135087998
Path 469 | total_timesteps 5971.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.306856916369401
Path 470 | total_timesteps 5989.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.306753329105897
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.71    |
| Iteration     | 28       |
| MaximumReturn | 5.3      |
| MinimumReturn | -18.5    |
| TotalSamples  | 120098   |
----------------------------
itr #29 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3340018093585968
Validation loss = 0.3338565528392792
Validation loss = 0.3359239399433136
Validation loss = 0.33741113543510437
Validation loss = 0.33389613032341003
Validation loss = 0.335120290517807
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.33027201890945435
Validation loss = 0.334345281124115
Validation loss = 0.33432304859161377
Validation loss = 0.33595529198646545
Validation loss = 0.33392614126205444
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 = 12.30680827455021
Path 1 | total_timesteps 14.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.306387700110953
Path 2 | total_timesteps 22.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.30652191140344
Path 3 | total_timesteps 37.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.307448494453249
Path 4 | total_timesteps 62.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.307344901354885
Path 5 | total_timesteps 74.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.30700364443036
Path 6 | total_timesteps 83.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.306979323457181
Path 7 | total_timesteps 97.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.306717363751584
Path 8 | total_timesteps 107.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.30629702970297
Path 9 | total_timesteps 116.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.306272770473626
Path 10 | total_timesteps 129.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.305773342836778
Path 11 | total_timesteps 136.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.306382641748495
Path 12 | total_timesteps 157.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.306120833003405
Path 13 | total_timesteps 167.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.305859065716549
Path 14 | total_timesteps 177.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.305755680468689
Path 15 | total_timesteps 189.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.305573147561748
Path 16 | total_timesteps 200.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.305232328029764
Path 17 | total_timesteps 209.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.305049865442458
Path 18 | total_timesteps 220.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.305184012663236
Path 19 | total_timesteps 235.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.3053972776195
Path 20 | total_timesteps 251.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.305056579884466
Path 21 | total_timesteps 260.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.30582370628264
Path 22 | total_timesteps 283.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.305562148904185
Path 23 | total_timesteps 293.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.305696202531646
Path 24 | total_timesteps 309.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.305276481291036
Path 25 | total_timesteps 318.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.30485682645151
Path 26 | total_timesteps 326.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.30506999920905
Path 27 | total_timesteps 342.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.305757671622905
Path 28 | total_timesteps 365.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.305654408857256
Path 29 | total_timesteps 377.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.305551162422901
Path 30 | total_timesteps 389.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.305843282992013
Path 31 | total_timesteps 406.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.305977229601519
Path 32 | total_timesteps 421.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.30595303976599
Path 33 | total_timesteps 434.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.30600790513834
Path 34 | total_timesteps 448.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.305746581297921
Path 35 | total_timesteps 459.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.305564337654125
Path 36 | total_timesteps 470.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.305619220738166
Path 37 | total_timesteps 484.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.305990200727043
Path 38 | total_timesteps 503.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.305807981035164
Path 39 | total_timesteps 514.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.305862831858407
Path 40 | total_timesteps 528.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.305443628031918
Path 41 | total_timesteps 536.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.305024490440829
Path 42 | total_timesteps 544.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.304763409432026
Path 43 | total_timesteps 554.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.304423380726698
Path 44 | total_timesteps 563.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.304162388436932
Path 45 | total_timesteps 573.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.303980413836676
Path 46 | total_timesteps 584.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.303719497749348
Path 47 | total_timesteps 594.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.303932406822488
Path 48 | total_timesteps 610.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.303750493485985
Path 49 | total_timesteps 622.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.303568608874151
Path 50 | total_timesteps 634.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.303228862398358
Path 51 | total_timesteps 643.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.303678560151562
Path 52 | total_timesteps 662.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.303259925803141
Path 53 | total_timesteps 670.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.302999210734017
Path 54 | total_timesteps 680.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.303133138663089
Path 55 | total_timesteps 695.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.302872474747474
Path 56 | total_timesteps 705.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.302848575712144
Path 57 | total_timesteps 718.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.302745778759665
Path 58 | total_timesteps 730.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.302485207100592
Path 59 | total_timesteps 740.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.30285579047018
Path 60 | total_timesteps 759.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.302910783308354
Path 61 | total_timesteps 773.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.303044644265658
Path 62 | total_timesteps 788.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.302626390093856
Path 63 | total_timesteps 796.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.302208201892745
Path 64 | total_timesteps 804.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.302420944720447
Path 65 | total_timesteps 820.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.302160542501182
Path 66 | total_timesteps 830.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.301742489947173
Path 67 | total_timesteps 838.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.301718700725322
Path 68 | total_timesteps 851.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.301694915254238
Path 69 | total_timesteps 865.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.301434652372695
Path 70 | total_timesteps 875.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.301410893040119
Path 71 | total_timesteps 888.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.300835435056747
Path 72 | total_timesteps 894.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.301284577192844
Path 73 | total_timesteps 913.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.300866824271079
Path 74 | total_timesteps 921.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.300370341186667
Path 75 | total_timesteps 928.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.300583044437442
Path 76 | total_timesteps 944.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.30103206491767
Path 77 | total_timesteps 965.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.300614463526076
Path 78 | total_timesteps 973.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.300275699094131
Path 79 | total_timesteps 983.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.30048834278513
Path 80 | total_timesteps 999.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.300070882885722
Path 81 | total_timesteps 1008.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.299574736178926
Path 82 | total_timesteps 1016.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.299157413969604
Path 83 | total_timesteps 1026.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.299133858267716
Path 84 | total_timesteps 1039.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.29903157231714
Path 85 | total_timesteps 1051.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.298535663675011
Path 86 | total_timesteps 1058.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.298433440919467
Path 87 | total_timesteps 1070.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.298331234256928
Path 88 | total_timesteps 1082.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.297992916174735
Path 89 | total_timesteps 1091.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.297812057295765
Path 90 | total_timesteps 1102.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.29755253010152
Path 91 | total_timesteps 1112.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.297293043751967
Path 92 | total_timesteps 1122.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.297269651428122
Path 93 | total_timesteps 1135.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.297246262785208
Path 94 | total_timesteps 1148.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.29808827000236
Path 95 | total_timesteps 1172.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.297592825676526
Path 96 | total_timesteps 1180.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.29827735388972
Path 97 | total_timesteps 1202.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.298096586440145
Path 98 | total_timesteps 1213.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.298230436492332
Path 99 | total_timesteps 1228.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.298285624410191
Path 100 | total_timesteps 1242.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.29794762915782
Path 101 | total_timesteps 1251.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.297531058342507
Path 102 | total_timesteps 1259.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.297271798097334
Path 103 | total_timesteps 1269.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.297327044025158
Path 104 | total_timesteps 1283.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.296753399889946
Path 105 | total_timesteps 1289.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.296415657915421
Path 106 | total_timesteps 1298.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.296785349367287
Path 107 | total_timesteps 1316.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.296447657969193
Path 108 | total_timesteps 1325.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.296345776031433
Path 109 | total_timesteps 1337.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.296322489391796
Path 110 | total_timesteps 1350.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.295906340850161
Path 111 | total_timesteps 1358.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.295568824638591
Path 112 | total_timesteps 1367.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.295152800691335
Path 113 | total_timesteps 1375.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.294658287509819
Path 114 | total_timesteps 1382.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.294242400439872
Path 115 | total_timesteps 1391.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.293905120955074
Path 116 | total_timesteps 1400.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.294039110971491
Path 117 | total_timesteps 1415.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.29385896026386
Path 118 | total_timesteps 1426.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.29485669414998
Path 119 | total_timesteps 1452.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.294440954773869
Path 120 | total_timesteps 1460.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.294182303525163
Path 121 | total_timesteps 1470.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.29376668236772
Path 122 | total_timesteps 1478.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.294685611115472
Path 123 | total_timesteps 1503.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.294270015698586
Path 124 | total_timesteps 1511.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.293932972294169
Path 125 | total_timesteps 1520.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.294145346099514
Path 126 | total_timesteps 1536.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.293886839833634
Path 127 | total_timesteps 1546.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.293471437539234
Path 128 | total_timesteps 1554.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.294389956845821
Path 129 | total_timesteps 1579.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.294131492232857
Path 130 | total_timesteps 1589.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.29379461834157
Path 131 | total_timesteps 1598.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.293457797301537
Path 132 | total_timesteps 1608.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.29304259157581
Path 133 | total_timesteps 1616.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.292941176470588
Path 134 | total_timesteps 1628.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.293075052937025
Path 135 | total_timesteps 1643.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.292659974905897
Path 136 | total_timesteps 1651.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.293499568728926
Path 137 | total_timesteps 1675.
number of affinization with epsilon = 3 is 40
average number of affinization = 12.295671946056139
Path 138 | total_timesteps 1716.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.295256762054096
Path 139 | total_timesteps 1724.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.294920037629351
Path 140 | total_timesteps 1733.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.295680802696559
Path 141 | total_timesteps 1756.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.295422480012542
Path 142 | total_timesteps 1766.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.295556078062544
Path 143 | total_timesteps 1781.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.29639498432602
Path 144 | total_timesteps 1805.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.296606848993026
Path 145 | total_timesteps 1822.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.296583607585019
Path 146 | total_timesteps 1835.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.296090260910445
Path 147 | total_timesteps 1842.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.296067063616421
Path 148 | total_timesteps 1855.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.296122209165688
Path 149 | total_timesteps 1869.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.295942346858844
Path 150 | total_timesteps 1880.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.295919166601394
Path 151 | total_timesteps 1893.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.295817669172932
Path 152 | total_timesteps 1905.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.296890907667006
Path 153 | total_timesteps 1932.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.296632732967893
Path 154 | total_timesteps 1942.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.297001017931251
Path 155 | total_timesteps 1960.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.296899467585343
Path 156 | total_timesteps 1972.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.297189383856573
Path 157 | total_timesteps 1990.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.297714106779395
Path 158 | total_timesteps 2010.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.297377690802348
Path 159 | total_timesteps 2019.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.297432686286788
Path 160 | total_timesteps 2033.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.297800735696956
Path 161 | total_timesteps 2051.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.297855689466271
Path 162 | total_timesteps 2065.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.297988888019407
Path 163 | total_timesteps 2080.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.297574334898279
Path 164 | total_timesteps 2088.
number of affinization with epsilon = 3 is 38
average number of affinization = 12.299585321962288
Path 165 | total_timesteps 2129.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.299327178845251
Path 166 | total_timesteps 2139.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.299381991707737
Path 167 | total_timesteps 2153.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.299358573216521
Path 168 | total_timesteps 2167.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.299335158388736
Path 169 | total_timesteps 2180.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.2989989050524
Path 170 | total_timesteps 2189.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.298662704309065
Path 171 | total_timesteps 2199.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.29848295276822
Path 172 | total_timesteps 2210.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.298381421534131
Path 173 | total_timesteps 2222.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.298201720093823
Path 174 | total_timesteps 2233.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.299272926276288
Path 175 | total_timesteps 2260.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.299015009380863
Path 176 | total_timesteps 2270.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.299069803798952
Path 177 | total_timesteps 2285.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.298577458183523
Path 178 | total_timesteps 2292.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.298241500586167
Path 179 | total_timesteps 2301.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.297905595498593
Path 180 | total_timesteps 2311.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.297726029538174
Path 181 | total_timesteps 2322.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.297624628848258
Path 182 | total_timesteps 2335.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.297992030627393
Path 183 | total_timesteps 2353.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.2984375
Path 184 | total_timesteps 2373.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.297945473009921
Path 185 | total_timesteps 2381.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.297765974066552
Path 186 | total_timesteps 2392.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.298133250019527
Path 187 | total_timesteps 2410.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.298109965635739
Path 188 | total_timesteps 2423.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.298164779383054
Path 189 | total_timesteps 2437.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.297751054193347
Path 190 | total_timesteps 2445.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.297962052002811
Path 191 | total_timesteps 2461.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.297782635852592
Path 192 | total_timesteps 2472.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.297681317823406
Path 193 | total_timesteps 2484.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.297658079625293
Path 194 | total_timesteps 2497.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.29763484505503
Path 195 | total_timesteps 2510.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.297143303153295
Path 196 | total_timesteps 2519.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.29719815812066
Path 197 | total_timesteps 2533.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.29717496488216
Path 198 | total_timesteps 2546.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.29730784237222
Path 199 | total_timesteps 2561.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.297050561797754
Path 200 | total_timesteps 2571.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.296793321370055
Path 201 | total_timesteps 2582.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.2973942892807
Path 202 | total_timesteps 2604.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.297059052968251
Path 203 | total_timesteps 2614.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.296957878315133
Path 204 | total_timesteps 2626.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.296700725372435
Path 205 | total_timesteps 2637.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.296365621587896
Path 206 | total_timesteps 2646.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.295874600327537
Path 207 | total_timesteps 2653.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.296475358702432
Path 208 | total_timesteps 2674.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.296062378167642
Path 209 | total_timesteps 2682.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.295571495399969
Path 210 | total_timesteps 2689.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.2952366102752
Path 211 | total_timesteps 2698.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.295213595260368
Path 212 | total_timesteps 2711.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.29487879024086
Path 213 | total_timesteps 2720.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.294621979734996
Path 214 | total_timesteps 2730.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.294365209258826
Path 215 | total_timesteps 2740.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.294420199501246
Path 216 | total_timesteps 2754.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.294163484765837
Path 217 | total_timesteps 2764.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.293984728066075
Path 218 | total_timesteps 2775.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.294039735099338
Path 219 | total_timesteps 2789.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.293861015892801
Path 220 | total_timesteps 2800.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.293448625068162
Path 221 | total_timesteps 2809.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.294360492288519
Path 222 | total_timesteps 2834.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.294571228288808
Path 223 | total_timesteps 2850.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.294392523364486
Path 224 | total_timesteps 2861.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.294525348493108
Path 225 | total_timesteps 2877.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.294268805482012
Path 226 | total_timesteps 2887.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.293934438994004
Path 227 | total_timesteps 2896.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.293600124571784
Path 228 | total_timesteps 2905.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.293343713507202
Path 229 | total_timesteps 2915.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.293087342363382
Path 230 | total_timesteps 2925.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.292831011131003
Path 231 | total_timesteps 2935.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.292652552926526
Path 232 | total_timesteps 2946.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.292084987158534
Path 233 | total_timesteps 2953.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.291984435797666
Path 234 | total_timesteps 2966.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.291806085129561
Path 235 | total_timesteps 2977.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.291394335511983
Path 236 | total_timesteps 2986.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.291138255660156
Path 237 | total_timesteps 2996.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.29103780924226
Path 238 | total_timesteps 3008.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.29124854142357
Path 239 | total_timesteps 3024.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.291225886745488
Path 240 | total_timesteps 3037.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.291203235591507
Path 241 | total_timesteps 3050.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.29086949758905
Path 242 | total_timesteps 3059.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.290613578038728
Path 243 | total_timesteps 3069.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.290590979782271
Path 244 | total_timesteps 3082.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.290179612782833
Path 245 | total_timesteps 3090.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.289923806561966
Path 246 | total_timesteps 3100.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.289668040115059
Path 247 | total_timesteps 3110.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.289412313432836
Path 248 | total_timesteps 3120.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.289312087057908
Path 249 | total_timesteps 3132.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.289134152028602
Path 250 | total_timesteps 3143.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.288645371881557
Path 251 | total_timesteps 3151.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.288700652782095
Path 252 | total_timesteps 3165.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.288911337322247
Path 253 | total_timesteps 3181.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.28927738927739
Path 254 | total_timesteps 3199.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.289021832025483
Path 255 | total_timesteps 3209.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.288766314481045
Path 256 | total_timesteps 3219.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.288666200574847
Path 257 | total_timesteps 3231.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.288799130029517
Path 258 | total_timesteps 3246.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.288466019417475
Path 259 | total_timesteps 3256.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.288754271512893
Path 260 | total_timesteps 3273.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.28896482099868
Path 261 | total_timesteps 3289.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.288864730548221
Path 262 | total_timesteps 3301.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.288609364081061
Path 263 | total_timesteps 3311.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.28944099378882
Path 264 | total_timesteps 3335.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.289340889682478
Path 265 | total_timesteps 3347.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.289085545722713
Path 266 | total_timesteps 3357.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.288597376387488
Path 267 | total_timesteps 3364.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.288264514126048
Path 268 | total_timesteps 3373.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.288086922778424
Path 269 | total_timesteps 3384.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.289151016607171
Path 270 | total_timesteps 3411.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.288973384030419
Path 271 | total_timesteps 3422.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.289261328367473
Path 272 | total_timesteps 3439.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.289394056947785
Path 273 | total_timesteps 3454.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.289061287820015
Path 274 | total_timesteps 3463.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.289271584826624
Path 275 | total_timesteps 3479.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.289094011790258
Path 276 | total_timesteps 3490.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.289149150701931
Path 277 | total_timesteps 3504.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.288661392895921
Path 278 | total_timesteps 3511.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.288871655680497
Path 279 | total_timesteps 3527.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.28908188585608
Path 280 | total_timesteps 3543.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.28890439637125
Path 281 | total_timesteps 3555.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.28888199720887
Path 282 | total_timesteps 3568.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.288627025350802
Path 283 | total_timesteps 3578.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.28891472868217
Path 284 | total_timesteps 3595.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.28982249438028
Path 285 | total_timesteps 3620.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.289722523639746
Path 286 | total_timesteps 3632.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.289312562969853
Path 287 | total_timesteps 3640.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.28890266584005
Path 288 | total_timesteps 3649.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.288647810925998
Path 289 | total_timesteps 3659.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.289245312257865
Path 290 | total_timesteps 3680.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.289145424963198
Path 291 | total_timesteps 3692.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.289665323830183
Path 292 | total_timesteps 3712.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.289642884809048
Path 293 | total_timesteps 3726.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.289775367931837
Path 294 | total_timesteps 3741.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.28959801719464
Path 295 | total_timesteps 3752.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.289343246592317
Path 296 | total_timesteps 3763.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.288778750096801
Path 297 | total_timesteps 3769.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.288678953074182
Path 298 | total_timesteps 3781.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.289353464963222
Path 299 | total_timesteps 3803.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.290569835862495
Path 300 | total_timesteps 3833.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.290779592784702
Path 301 | total_timesteps 3849.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.29052484904784
Path 302 | total_timesteps 3859.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.290115334004179
Path 303 | total_timesteps 3867.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.289783281733746
Path 304 | total_timesteps 3876.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.28991564120424
Path 305 | total_timesteps 3891.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.289738430583501
Path 306 | total_timesteps 3902.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.289793391627331
Path 307 | total_timesteps 3916.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.289384091612504
Path 308 | total_timesteps 3924.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.289593810444874
Path 309 | total_timesteps 3940.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.289339316107071
Path 310 | total_timesteps 3950.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.28985843583198
Path 311 | total_timesteps 3970.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.29014542079208
Path 312 | total_timesteps 3987.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.29020032485111
Path 313 | total_timesteps 4001.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.289945862335653
Path 314 | total_timesteps 4011.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.289614105637614
Path 315 | total_timesteps 4021.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.289591710485617
Path 316 | total_timesteps 4034.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.28941467563597
Path 317 | total_timesteps 4045.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.289160352559147
Path 318 | total_timesteps 4056.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.289060688055663
Path 319 | total_timesteps 4069.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.288883735312307
Path 320 | total_timesteps 4080.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.289711679678442
Path 321 | total_timesteps 4104.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.289689287370537
Path 322 | total_timesteps 4117.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.28974418424917
Path 323 | total_timesteps 4131.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.290185471406492
Path 324 | total_timesteps 4150.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.289853952553898
Path 325 | total_timesteps 4159.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.289677020553238
Path 326 | total_timesteps 4170.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.289577377733137
Path 327 | total_timesteps 4182.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.28955500618047
Path 328 | total_timesteps 4195.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.289378138277327
Path 329 | total_timesteps 4206.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.28912405376178
Path 330 | total_timesteps 4216.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.28917896037692
Path 331 | total_timesteps 4230.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.289233858510967
Path 332 | total_timesteps 4244.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.288825391922156
Path 333 | total_timesteps 4252.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.288880308880309
Path 334 | total_timesteps 4266.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.288626360898773
Path 335 | total_timesteps 4276.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.288604076590488
Path 336 | total_timesteps 4289.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.28827298695283
Path 337 | total_timesteps 4298.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.288173537131389
Path 338 | total_timesteps 4310.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.287919722115014
Path 339 | total_timesteps 4320.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.287511577647422
Path 340 | total_timesteps 4328.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.2875665663348
Path 341 | total_timesteps 4342.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.287390029325513
Path 342 | total_timesteps 4353.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.287599351801836
Path 343 | total_timesteps 4369.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.28804012345679
Path 344 | total_timesteps 4388.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.287863590772316
Path 345 | total_timesteps 4399.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.2878413825027
Path 346 | total_timesteps 4413.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.287819177659493
Path 347 | total_timesteps 4426.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.288414069731564
Path 348 | total_timesteps 4447.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.289163131507905
Path 349 | total_timesteps 4470.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.289449329014346
Path 350 | total_timesteps 4487.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.289427007017814
Path 351 | total_timesteps 4500.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.289636027143738
Path 352 | total_timesteps 4516.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.289382373351838
Path 353 | total_timesteps 4526.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.289360061680801
Path 354 | total_timesteps 4539.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.289260658391797
Path 355 | total_timesteps 4551.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.289084181313598
Path 356 | total_timesteps 4562.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.289061897787713
Path 357 | total_timesteps 4575.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.289347926622476
Path 358 | total_timesteps 4592.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.28917148362235
Path 359 | total_timesteps 4603.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.28899506781751
Path 360 | total_timesteps 4615.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.289049857440085
Path 361 | total_timesteps 4629.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.288796424718754
Path 362 | total_timesteps 4639.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.28869712612682
Path 363 | total_timesteps 4651.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.288983050847458
Path 364 | total_timesteps 4668.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.289345967182806
Path 365 | total_timesteps 4687.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.289862887074412
Path 366 | total_timesteps 4707.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.289840560733266
Path 367 | total_timesteps 4720.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.289510166358594
Path 368 | total_timesteps 4729.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.289179822872546
Path 369 | total_timesteps 4738.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.288926536269829
Path 370 | total_timesteps 4748.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.288596288596288
Path 371 | total_timesteps 4758.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.288420080073914
Path 372 | total_timesteps 4769.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.288397875125106
Path 373 | total_timesteps 4782.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.288067744418784
Path 374 | total_timesteps 4791.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.287506735432222
Path 375 | total_timesteps 4797.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.287715517241379
Path 376 | total_timesteps 4813.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.287616408835527
Path 377 | total_timesteps 4825.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.287594274280437
Path 378 | total_timesteps 4838.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.287879953828396
Path 379 | total_timesteps 4855.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.288011695906432
Path 380 | total_timesteps 4870.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.28783565438178
Path 381 | total_timesteps 4882.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.288890598553623
Path 382 | total_timesteps 4909.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.28863758750673
Path 383 | total_timesteps 4919.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.288615384615385
Path 384 | total_timesteps 4932.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.28828551649873
Path 385 | total_timesteps 4941.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.288340255345332
Path 386 | total_timesteps 4955.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.288010459124818
Path 387 | total_timesteps 4964.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.287526914795448
Path 388 | total_timesteps 4972.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.28719723183391
Path 389 | total_timesteps 4981.
number of affinization with epsilon = 3 is 32
average number of affinization = 12.288712901737659
Path 390 | total_timesteps 5015.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.288613823325901
Path 391 | total_timesteps 5027.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.288668511685117
Path 392 | total_timesteps 5041.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.288338842339918
Path 393 | total_timesteps 5050.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.288009223674097
Path 394 | total_timesteps 5059.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.287679655675966
Path 395 | total_timesteps 5068.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.287503842606824
Path 396 | total_timesteps 5079.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.287635441481596
Path 397 | total_timesteps 5094.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.287075457199938
Path 398 | total_timesteps 5101.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.28659239339224
Path 399 | total_timesteps 5108.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.28618623232944
Path 400 | total_timesteps 5116.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.285703311054775
Path 401 | total_timesteps 5123.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.28522046397296
Path 402 | total_timesteps 5130.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.285044934326754
Path 403 | total_timesteps 5141.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.285407066052228
Path 404 | total_timesteps 5159.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.285154750019199
Path 405 | total_timesteps 5169.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.284825679619106
Path 406 | total_timesteps 5178.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.284957383091454
Path 407 | total_timesteps 5193.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.28470515970516
Path 408 | total_timesteps 5204.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.285451055662188
Path 409 | total_timesteps 5228.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.285198833103024
Path 410 | total_timesteps 5238.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.284793121977431
Path 411 | total_timesteps 5246.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.284924777402518
Path 412 | total_timesteps 5261.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.285286668201703
Path 413 | total_timesteps 5279.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.285034535686876
Path 414 | total_timesteps 5289.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.2846289617067
Path 415 | total_timesteps 5297.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.284683855125843
Path 416 | total_timesteps 5311.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.284431826900944
Path 417 | total_timesteps 5321.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.283949670093602
Path 418 | total_timesteps 5328.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.283621020329882
Path 419 | total_timesteps 5337.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.283369131635471
Path 420 | total_timesteps 5347.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.283270691109918
Path 421 | total_timesteps 5359.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.282942169044333
Path 422 | total_timesteps 5368.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.28261369736943
Path 423 | total_timesteps 5377.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.282361963190183
Path 424 | total_timesteps 5387.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.282340311325818
Path 425 | total_timesteps 5400.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.28201196135562
Path 426 | total_timesteps 5409.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.282220348079429
Path 427 | total_timesteps 5425.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.281892057651028
Path 428 | total_timesteps 5434.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.281640475277884
Path 429 | total_timesteps 5444.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.28123562777863
Path 430 | total_timesteps 5453.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.28129071817276
Path 431 | total_timesteps 5468.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.281652360515022
Path 432 | total_timesteps 5486.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.281324239405318
Path 433 | total_timesteps 5495.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.282145593869732
Path 434 | total_timesteps 5519.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.281740862769137
Path 435 | total_timesteps 5527.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.281489426907754
Path 436 | total_timesteps 5537.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.281621083275875
Path 437 | total_timesteps 5552.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.281522904856748
Path 438 | total_timesteps 5564.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.28111834546151
Path 439 | total_timesteps 5572.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.280713848039216
Path 440 | total_timesteps 5581.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.280922110745195
Path 441 | total_timesteps 5597.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.281819574207383
Path 442 | total_timesteps 5622.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.282487173596753
Path 443 | total_timesteps 5644.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.282235834609494
Path 444 | total_timesteps 5654.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.28190797029324
Path 445 | total_timesteps 5663.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.281962945950085
Path 446 | total_timesteps 5677.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.281864809002526
Path 447 | total_timesteps 5689.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.2829914268218
Path 448 | total_timesteps 5718.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.284577114427861
Path 449 | total_timesteps 5752.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.284325730904637
Path 450 | total_timesteps 5762.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.284303971837453
Path 451 | total_timesteps 5775.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.283976124885216
Path 452 | total_timesteps 5784.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.283954395898691
Path 453 | total_timesteps 5797.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.28355011476664
Path 454 | total_timesteps 5805.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.283681432178104
Path 455 | total_timesteps 5821.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.283889228886169
Path 456 | total_timesteps 5838.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.283638032586246
Path 457 | total_timesteps 5848.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.283386874713171
Path 458 | total_timesteps 5858.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.283059273422563
Path 459 | total_timesteps 5867.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.282884674212298
Path 460 | total_timesteps 5878.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.282327751013229
Path 461 | total_timesteps 5885.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.28192384156599
Path 462 | total_timesteps 5893.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.281978744552335
Path 463 | total_timesteps 5907.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.281651376146788
Path 464 | total_timesteps 5916.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.282700099380781
Path 465 | total_timesteps 5944.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.283366457728176
Path 466 | total_timesteps 5966.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.283191928456777
Path 467 | total_timesteps 5978.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.282864567410577
Path 468 | total_timesteps 5987.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.283225066870463
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.6     |
| Iteration     | 29       |
| MaximumReturn | 3.82     |
| MinimumReturn | -18.6    |
| TotalSamples  | 124101   |
----------------------------
itr #30 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3328143358230591
Validation loss = 0.3325561583042145
Validation loss = 0.33214494585990906
Validation loss = 0.3335789740085602
Validation loss = 0.3350091576576233
Validation loss = 0.33310267329216003
Validation loss = 0.33460500836372375
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3325210213661194
Validation loss = 0.33240222930908203
Validation loss = 0.33303144574165344
Validation loss = 0.33470839262008667
Validation loss = 0.3352572023868561
Validation loss = 0.3330152630805969
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 = 12.282974170869633
Path 1 | total_timesteps 10.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.282952548330405
Path 2 | total_timesteps 23.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.283236552567237
Path 3 | total_timesteps 40.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.282985713194286
Path 4 | total_timesteps 50.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.28288770053476
Path 5 | total_timesteps 62.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.283477198075014
Path 6 | total_timesteps 83.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.283531927894897
Path 7 | total_timesteps 97.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.283739402734286
Path 8 | total_timesteps 113.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.283794104169848
Path 9 | total_timesteps 127.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.284154257350133
Path 10 | total_timesteps 145.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.28367440439829
Path 11 | total_timesteps 152.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.283652744903414
Path 12 | total_timesteps 165.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.283249351045962
Path 13 | total_timesteps 173.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.283762119245743
Path 14 | total_timesteps 193.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.283587786259542
Path 15 | total_timesteps 204.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.28333714983589
Path 16 | total_timesteps 214.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.283468172798045
Path 17 | total_timesteps 229.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.284057086163473
Path 18 | total_timesteps 250.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.283959096459096
Path 19 | total_timesteps 262.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.28424265547501
Path 20 | total_timesteps 279.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.28399206470319
Path 21 | total_timesteps 289.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.28374151216907
Path 22 | total_timesteps 299.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.283643576441868
Path 23 | total_timesteps 311.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.284155923411397
Path 24 | total_timesteps 331.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.284057971014493
Path 25 | total_timesteps 343.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.283883761726795
Path 26 | total_timesteps 354.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.28386211104332
Path 27 | total_timesteps 367.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.28361168306261
Path 28 | total_timesteps 377.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.2837425651975
Path 29 | total_timesteps 392.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.2834159359512
Path 30 | total_timesteps 401.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.282860628240318
Path 31 | total_timesteps 407.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.282457879088206
Path 32 | total_timesteps 415.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.282283884738527
Path 33 | total_timesteps 427.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.28180501562619
Path 34 | total_timesteps 434.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.28155487804878
Path 35 | total_timesteps 444.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.28145720600564
Path 36 | total_timesteps 457.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.281435756744399
Path 37 | total_timesteps 471.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.281490512840051
Path 38 | total_timesteps 485.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.281621456872905
Path 39 | total_timesteps 500.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.282742857142857
Path 40 | total_timesteps 528.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.282492762456194
Path 41 | total_timesteps 538.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.283156852289174
Path 42 | total_timesteps 560.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.283059110298598
Path 43 | total_timesteps 572.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.282885215934192
Path 44 | total_timesteps 583.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.282406702208682
Path 45 | total_timesteps 590.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.282004417028405
Path 46 | total_timesteps 598.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.282211392019494
Path 47 | total_timesteps 614.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.28340820833016
Path 48 | total_timesteps 644.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.283310491853205
Path 49 | total_timesteps 656.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.282908260373048
Path 50 | total_timesteps 664.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.28281059683313
Path 51 | total_timesteps 676.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.282636827281724
Path 52 | total_timesteps 687.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.282234738925254
Path 53 | total_timesteps 695.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.281756602481163
Path 54 | total_timesteps 702.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.281354642313547
Path 55 | total_timesteps 711.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.281561524998098
Path 56 | total_timesteps 728.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.281311824684218
Path 57 | total_timesteps 739.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.2810621623678
Path 58 | total_timesteps 749.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.28164942178941
Path 59 | total_timesteps 770.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.282616964625333
Path 60 | total_timesteps 796.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.282367260003042
Path 61 | total_timesteps 806.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.282117593367309
Path 62 | total_timesteps 816.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.282248250684514
Path 63 | total_timesteps 831.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.281998631074606
Path 64 | total_timesteps 841.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.283041825095056
Path 65 | total_timesteps 869.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.282944262793704
Path 66 | total_timesteps 881.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.282618613138686
Path 67 | total_timesteps 890.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.282521097848399
Path 68 | total_timesteps 903.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.282499619887487
Path 69 | total_timesteps 916.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.282022044849867
Path 70 | total_timesteps 923.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.28192459714199
Path 71 | total_timesteps 935.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.281827164247169
Path 72 | total_timesteps 947.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.281577747378021
Path 73 | total_timesteps 958.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.282088304582414
Path 74 | total_timesteps 978.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.282446808510638
Path 75 | total_timesteps 996.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.282273383481499
Path 76 | total_timesteps 1007.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.2828597477587
Path 77 | total_timesteps 1028.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.282610347185292
Path 78 | total_timesteps 1038.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.283348526283804
Path 79 | total_timesteps 1061.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.283175085453856
Path 80 | total_timesteps 1072.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.284216922375817
Path 81 | total_timesteps 1099.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.284271284271284
Path 82 | total_timesteps 1113.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.28447752126367
Path 83 | total_timesteps 1129.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.284228111473915
Path 84 | total_timesteps 1139.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.284282460136675
Path 85 | total_timesteps 1153.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.28372940551211
Path 86 | total_timesteps 1159.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.283556027938051
Path 87 | total_timesteps 1170.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.283230850983072
Path 88 | total_timesteps 1179.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.283133444663731
Path 89 | total_timesteps 1191.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.282732447817837
Path 90 | total_timesteps 1200.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.283394049787493
Path 91 | total_timesteps 1222.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.28375199210746
Path 92 | total_timesteps 1240.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.283578691758992
Path 93 | total_timesteps 1251.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.283633052583657
Path 94 | total_timesteps 1266.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.283308042488619
Path 95 | total_timesteps 1275.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.283058948486458
Path 96 | total_timesteps 1285.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.282658170232136
Path 97 | total_timesteps 1293.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.282636729120837
Path 98 | total_timesteps 1306.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.282994538834952
Path 99 | total_timesteps 1325.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.28259385665529
Path 100 | total_timesteps 1333.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.282269073259517
Path 101 | total_timesteps 1342.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.28217183589899
Path 102 | total_timesteps 1355.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.282074613284804
Path 103 | total_timesteps 1367.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.28326635832891
Path 104 | total_timesteps 1396.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.283320697498105
Path 105 | total_timesteps 1410.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.283147600636799
Path 106 | total_timesteps 1421.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.283050333535476
Path 107 | total_timesteps 1433.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.283028878950958
Path 108 | total_timesteps 1446.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.282628467485221
Path 109 | total_timesteps 1454.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.282985979537704
Path 110 | total_timesteps 1472.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.282661412549258
Path 111 | total_timesteps 1481.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.282261119951505
Path 112 | total_timesteps 1491.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.2817093499015
Path 113 | total_timesteps 1497.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.281536480036367
Path 114 | total_timesteps 1508.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.281060606060606
Path 115 | total_timesteps 1516.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.280963563366411
Path 116 | total_timesteps 1528.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.280715043175276
Path 117 | total_timesteps 1538.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.280618041354238
Path 118 | total_timesteps 1550.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.28044531960012
Path 119 | total_timesteps 1561.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.280196895115486
Path 120 | total_timesteps 1572.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.280024231409966
Path 121 | total_timesteps 1583.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.279624441584009
Path 122 | total_timesteps 1591.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.279603270745003
Path 123 | total_timesteps 1604.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.27927927927928
Path 124 | total_timesteps 1613.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.279182437547313
Path 125 | total_timesteps 1625.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.278782832488078
Path 126 | total_timesteps 1633.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.278610354223433
Path 127 | total_timesteps 1644.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.278362219026716
Path 128 | total_timesteps 1654.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.277962766762524
Path 129 | total_timesteps 1662.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.278093076049943
Path 130 | total_timesteps 1677.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.27852602905569
Path 131 | total_timesteps 1696.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.279185896950896
Path 132 | total_timesteps 1718.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.278937812074444
Path 133 | total_timesteps 1728.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.278689764732581
Path 134 | total_timesteps 1738.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.27821482602118
Path 135 | total_timesteps 1745.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.278193782618562
Path 136 | total_timesteps 1758.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.277945847829375
Path 137 | total_timesteps 1768.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.278378582772442
Path 138 | total_timesteps 1788.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.278055051421658
Path 139 | total_timesteps 1797.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.277807183364839
Path 140 | total_timesteps 1807.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.278315439286255
Path 141 | total_timesteps 1827.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.278294397822636
Path 142 | total_timesteps 1840.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.278197762322346
Path 143 | total_timesteps 1852.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.278781464963338
Path 144 | total_timesteps 1874.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.278609221466365
Path 145 | total_timesteps 1885.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.278588164159927
Path 146 | total_timesteps 1898.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.279171704957678
Path 147 | total_timesteps 1920.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.279075039673543
Path 148 | total_timesteps 1932.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.278902826054104
Path 149 | total_timesteps 1943.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.278881752927843
Path 150 | total_timesteps 1956.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.278709579933516
Path 151 | total_timesteps 1967.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.278386341316008
Path 152 | total_timesteps 1976.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.27844085209246
Path 153 | total_timesteps 1990.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.278948561069567
Path 154 | total_timesteps 2010.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.278549848942598
Path 155 | total_timesteps 2018.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.27852881202326
Path 156 | total_timesteps 2031.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.278205709107386
Path 157 | total_timesteps 2040.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.278335724533717
Path 158 | total_timesteps 2055.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.278616732105105
Path 159 | total_timesteps 2072.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.27859569648924
Path 160 | total_timesteps 2085.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.278272686093915
Path 161 | total_timesteps 2094.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.278025213255832
Path 162 | total_timesteps 2104.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.27830615942029
Path 163 | total_timesteps 2121.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.278209676201978
Path 164 | total_timesteps 2134.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.278037735849056
Path 165 | total_timesteps 2145.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.277790355444871
Path 166 | total_timesteps 2155.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.27754301237549
Path 167 | total_timesteps 2165.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.27729570663246
Path 168 | total_timesteps 2175.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.2779538252603
Path 169 | total_timesteps 2197.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.277555639381365
Path 170 | total_timesteps 2205.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.278439951719976
Path 171 | total_timesteps 2230.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.278494380327373
Path 172 | total_timesteps 2244.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.278850505355257
Path 173 | total_timesteps 2262.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.278452371973753
Path 174 | total_timesteps 2271.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.278280542986426
Path 175 | total_timesteps 2282.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.278033330819698
Path 176 | total_timesteps 2292.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.27763534911778
Path 177 | total_timesteps 2300.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.277463620598658
Path 178 | total_timesteps 2311.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.27714113389626
Path 179 | total_timesteps 2320.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.276743309460988
Path 180 | total_timesteps 2328.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.276571687019448
Path 181 | total_timesteps 2339.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.276249340468832
Path 182 | total_timesteps 2348.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.276002411817908
Path 183 | total_timesteps 2358.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.275830884015374
Path 184 | total_timesteps 2369.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.276036171816127
Path 185 | total_timesteps 2385.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.276166076407204
Path 186 | total_timesteps 2400.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.277200120554552
Path 187 | total_timesteps 2428.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.276802531454834
Path 188 | total_timesteps 2436.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.276781678469188
Path 189 | total_timesteps 2449.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.276685499058381
Path 190 | total_timesteps 2461.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.277267249171437
Path 191 | total_timesteps 2483.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.27777359343225
Path 192 | total_timesteps 2503.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.27752673595421
Path 193 | total_timesteps 2513.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.277129301905264
Path 194 | total_timesteps 2522.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.27703313253012
Path 195 | total_timesteps 2534.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.2773134553121
Path 196 | total_timesteps 2551.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.277292576419214
Path 197 | total_timesteps 2564.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.277121132274335
Path 198 | total_timesteps 2575.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.276648599819332
Path 199 | total_timesteps 2582.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.27677832141513
Path 200 | total_timesteps 2597.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.276606954689147
Path 201 | total_timesteps 2609.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.276435613757808
Path 202 | total_timesteps 2620.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.276264298615292
Path 203 | total_timesteps 2631.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.276017759048838
Path 204 | total_timesteps 2641.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.275545522949587
Path 205 | total_timesteps 2648.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.2755247912121
Path 206 | total_timesteps 2661.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.275579295817034
Path 207 | total_timesteps 2675.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.27548333709471
Path 208 | total_timesteps 2687.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.27568828042726
Path 209 | total_timesteps 2703.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.275817976682964
Path 210 | total_timesteps 2718.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.275421179302045
Path 211 | total_timesteps 2726.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.275475671204031
Path 212 | total_timesteps 2740.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.275078959241991
Path 213 | total_timesteps 2748.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.274907887811114
Path 214 | total_timesteps 2760.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.275037593984962
Path 215 | total_timesteps 2775.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.274866551387113
Path 216 | total_timesteps 2786.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.2744700045106
Path 217 | total_timesteps 2794.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.274674885364204
Path 218 | total_timesteps 2810.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.274128081779915
Path 219 | total_timesteps 2816.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.274633596392334
Path 220 | total_timesteps 2836.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.27431234029761
Path 221 | total_timesteps 2845.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.27399113248666
Path 222 | total_timesteps 2855.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.273669972948602
Path 223 | total_timesteps 2864.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.274175370050342
Path 224 | total_timesteps 2885.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.274079639368896
Path 225 | total_timesteps 2897.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.274134174742693
Path 226 | total_timesteps 2911.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.274038461538462
Path 227 | total_timesteps 2923.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.273942762713137
Path 228 | total_timesteps 2935.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.273621751539732
Path 229 | total_timesteps 2945.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.273150582050318
Path 230 | total_timesteps 2952.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.273054971462901
Path 231 | total_timesteps 2964.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.272809191259293
Path 232 | total_timesteps 2974.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.273314311458178
Path 233 | total_timesteps 2995.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.272918387266312
Path 234 | total_timesteps 3003.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.272747747747747
Path 235 | total_timesteps 3014.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.272727272727273
Path 236 | total_timesteps 3028.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.27240654556373
Path 237 | total_timesteps 3037.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.272235982886738
Path 238 | total_timesteps 3048.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.272365655959172
Path 239 | total_timesteps 3063.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.272195121951219
Path 240 | total_timesteps 3074.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.271649407173946
Path 241 | total_timesteps 3080.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.271629023786298
Path 242 | total_timesteps 3093.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.271458583433374
Path 243 | total_timesteps 3104.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.27158826618651
Path 244 | total_timesteps 3119.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.27119279819955
Path 245 | total_timesteps 3127.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.27214762583452
Path 246 | total_timesteps 3153.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.272652265226522
Path 247 | total_timesteps 3174.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.272706817670441
Path 248 | total_timesteps 3188.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.272386380680967
Path 249 | total_timesteps 3197.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.272740907386577
Path 250 | total_timesteps 3215.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.27242051589682
Path 251 | total_timesteps 3224.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.272325110594586
Path 252 | total_timesteps 3236.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.272154745838955
Path 253 | total_timesteps 3247.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.271984406627183
Path 254 | total_timesteps 3258.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.271589205397301
Path 255 | total_timesteps 3266.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.272168503110711
Path 256 | total_timesteps 3287.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.272073152450908
Path 257 | total_timesteps 3299.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.271827924754552
Path 258 | total_timesteps 3309.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.27158273381295
Path 259 | total_timesteps 3319.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.271862120644435
Path 260 | total_timesteps 3336.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.271766821519556
Path 261 | total_timesteps 3348.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.272195999100921
Path 262 | total_timesteps 3367.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.271950854060533
Path 263 | total_timesteps 3377.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.272005393662447
Path 264 | total_timesteps 3391.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.272209737827716
Path 265 | total_timesteps 3407.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.272863455920906
Path 266 | total_timesteps 3429.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.273142600359497
Path 267 | total_timesteps 3446.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.27372126113982
Path 268 | total_timesteps 3467.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.273625879886177
Path 269 | total_timesteps 3479.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.273230999625609
Path 270 | total_timesteps 3487.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.272836178496556
Path 271 | total_timesteps 3495.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.273040353372764
Path 272 | total_timesteps 3511.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.273019913160653
Path 273 | total_timesteps 3525.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.272625196496744
Path 274 | total_timesteps 3533.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.272979041916168
Path 275 | total_timesteps 3551.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.272734076790659
Path 276 | total_timesteps 3561.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.272638826522975
Path 277 | total_timesteps 3573.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.272917757988475
Path 278 | total_timesteps 3590.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.272972164022748
Path 279 | total_timesteps 3604.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.272577628133183
Path 280 | total_timesteps 3612.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.272257967978453
Path 281 | total_timesteps 3622.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.272312411161817
Path 282 | total_timesteps 3636.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.271843207660083
Path 283 | total_timesteps 3643.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.272944872466153
Path 284 | total_timesteps 3671.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.274270755422588
Path 285 | total_timesteps 3703.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.274250243063346
Path 286 | total_timesteps 3716.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.27385581812743
Path 287 | total_timesteps 3724.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.274284005084873
Path 288 | total_timesteps 3743.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.274861671900704
Path 289 | total_timesteps 3764.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.274766355140187
Path 290 | total_timesteps 3776.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.275493421052632
Path 291 | total_timesteps 3799.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.275248560962847
Path 292 | total_timesteps 3809.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.274928987890567
Path 293 | total_timesteps 3818.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.274534718588834
Path 294 | total_timesteps 3826.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.2745889387145
Path 295 | total_timesteps 3840.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.274792616396383
Path 296 | total_timesteps 3856.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.27432371842774
Path 297 | total_timesteps 3863.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.274228498841815
Path 298 | total_timesteps 3875.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.274282725642559
Path 299 | total_timesteps 3889.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.274635786327979
Path 300 | total_timesteps 3907.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.274615269684745
Path 301 | total_timesteps 3920.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.274818854112198
Path 302 | total_timesteps 3936.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.274798326859875
Path 303 | total_timesteps 3949.
number of affinization with epsilon = 3 is 4
average number of affinization = 12.274180297258944
Path 304 | total_timesteps 3955.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.274234503360717
Path 305 | total_timesteps 3969.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.274960794563512
Path 306 | total_timesteps 3992.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.27486559139785
Path 307 | total_timesteps 4004.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.274919734189503
Path 308 | total_timesteps 4018.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.275496490966104
Path 309 | total_timesteps 4039.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.275475923852184
Path 310 | total_timesteps 4053.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.275231412361899
Path 311 | total_timesteps 4063.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.274912293797119
Path 312 | total_timesteps 4072.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.27474249888043
Path 313 | total_timesteps 4084.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.2744980968729
Path 314 | total_timesteps 4094.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.27455223880597
Path 315 | total_timesteps 4108.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.274158644877248
Path 316 | total_timesteps 4116.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.274362035517086
Path 317 | total_timesteps 4133.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.274341565321198
Path 318 | total_timesteps 4146.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.274694121157863
Path 319 | total_timesteps 4164.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.274748228273033
Path 320 | total_timesteps 4178.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.274503953453678
Path 321 | total_timesteps 4188.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.274259715074216
Path 322 | total_timesteps 4198.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.273791766109785
Path 323 | total_timesteps 4205.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.273696770825564
Path 324 | total_timesteps 4218.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.273676360924684
Path 325 | total_timesteps 4231.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.27335769144732
Path 326 | total_timesteps 4240.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.272964509394573
Path 327 | total_timesteps 4248.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.272944158652054
Path 328 | total_timesteps 4261.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.273371104815864
Path 329 | total_timesteps 4280.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.273127096533731
Path 330 | total_timesteps 4290.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.273255813953488
Path 331 | total_timesteps 4305.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.272937318327495
Path 332 | total_timesteps 4314.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.272618870174393
Path 333 | total_timesteps 4323.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.272076905879723
Path 334 | total_timesteps 4330.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.271758569299553
Path 335 | total_timesteps 4339.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.271514790254079
Path 336 | total_timesteps 4350.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.271718074802562
Path 337 | total_timesteps 4366.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.271697832079267
Path 338 | total_timesteps 4381.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.271826579261026
Path 339 | total_timesteps 4396.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.272402234636871
Path 340 | total_timesteps 4417.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.272307463131238
Path 341 | total_timesteps 4429.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.271914798540255
Path 342 | total_timesteps 4437.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.272043491212392
Path 343 | total_timesteps 4452.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.272172164718148
Path 344 | total_timesteps 4467.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.272896500372301
Path 345 | total_timesteps 4490.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.272727272727273
Path 346 | total_timesteps 4501.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.272334723049434
Path 347 | total_timesteps 4510.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.272165562420904
Path 348 | total_timesteps 4521.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.27207086496948
Path 349 | total_timesteps 4533.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.271901749162636
Path 350 | total_timesteps 4544.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.271881512354868
Path 351 | total_timesteps 4557.
number of affinization with epsilon = 3 is 4
average number of affinization = 12.271265907568655
Path 352 | total_timesteps 4563.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.271171305253757
Path 353 | total_timesteps 4575.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.270927896420865
Path 354 | total_timesteps 4585.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.271279761904761
Path 355 | total_timesteps 4603.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.271259578900379
Path 356 | total_timesteps 4616.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.270718643059068
Path 357 | total_timesteps 4622.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.270624116640631
Path 358 | total_timesteps 4635.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.270380839036001
Path 359 | total_timesteps 4645.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.270286351803644
Path 360 | total_timesteps 4657.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.270117507065299
Path 361 | total_timesteps 4668.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.270023053469176
Path 362 | total_timesteps 4680.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.269705532421177
Path 363 | total_timesteps 4689.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.269611123503607
Path 364 | total_timesteps 4701.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.269293680297398
Path 365 | total_timesteps 4710.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.269199316035982
Path 366 | total_timesteps 4722.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.269327980969372
Path 367 | total_timesteps 4737.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.269456626774698
Path 368 | total_timesteps 4752.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.269213616768248
Path 369 | total_timesteps 4762.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.268821999256781
Path 370 | total_timesteps 4770.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.269099286563614
Path 371 | total_timesteps 4787.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.269153600356692
Path 372 | total_timesteps 4801.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.268762074602467
Path 373 | total_timesteps 4809.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.268444906753844
Path 374 | total_timesteps 4818.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.268722139673105
Path 375 | total_timesteps 4835.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.268405021915163
Path 376 | total_timesteps 4844.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.268533650274847
Path 377 | total_timesteps 4859.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.268142315977123
Path 378 | total_timesteps 4868.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.26849376114082
Path 379 | total_timesteps 4887.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.268102487931674
Path 380 | total_timesteps 4896.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.268008317243428
Path 381 | total_timesteps 4908.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.267691393777381
Path 382 | total_timesteps 4917.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.267448767448768
Path 383 | total_timesteps 4927.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.267057688024352
Path 384 | total_timesteps 4935.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266740905716407
Path 385 | total_timesteps 4944.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.266498403978918
Path 386 | total_timesteps 4954.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.26625593824228
Path 387 | total_timesteps 4964.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.266161953536702
Path 388 | total_timesteps 4976.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.266661718865963
Path 389 | total_timesteps 4996.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.266716141001856
Path 390 | total_timesteps 5010.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.266251113089938
Path 391 | total_timesteps 5017.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.265934555168064
Path 392 | total_timesteps 5026.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.265543849235792
Path 393 | total_timesteps 5034.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.265672527635582
Path 394 | total_timesteps 5049.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.265356083086054
Path 395 | total_timesteps 5058.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.264891328536459
Path 396 | total_timesteps 5066.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.26502002670227
Path 397 | total_timesteps 5081.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.264629533486612
Path 398 | total_timesteps 5089.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.264239098190448
Path 399 | total_timesteps 5097.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.264293659621803
Path 400 | total_timesteps 5111.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.264274061990212
Path 401 | total_timesteps 5124.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.263957885371099
Path 402 | total_timesteps 5133.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.263641755634637
Path 403 | total_timesteps 5143.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.263325672770405
Path 404 | total_timesteps 5152.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.264047442550037
Path 405 | total_timesteps 5175.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.264101993921875
Path 406 | total_timesteps 5189.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.264082419211384
Path 407 | total_timesteps 5202.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.264507522419033
Path 408 | total_timesteps 5221.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.264265599525714
Path 409 | total_timesteps 5231.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.26424601704335
Path 410 | total_timesteps 5244.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.26393005334914
Path 411 | total_timesteps 5253.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.264206860783878
Path 412 | total_timesteps 5270.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.264039116906208
Path 413 | total_timesteps 5281.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.263871397881324
Path 414 | total_timesteps 5292.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.264148148148148
Path 415 | total_timesteps 5309.
number of affinization with epsilon = 3 is 39
average number of affinization = 12.266128434930746
Path 416 | total_timesteps 5349.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.267145608058065
Path 417 | total_timesteps 5376.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.267199881507812
Path 418 | total_timesteps 5390.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.266957938388625
Path 419 | total_timesteps 5400.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.266567937800815
Path 420 | total_timesteps 5408.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.267880941803643
Path 421 | total_timesteps 5439.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.267713037684164
Path 422 | total_timesteps 5450.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.267471128220313
Path 423 | total_timesteps 5460.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.268339625434896
Path 424 | total_timesteps 5485.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.268319763138416
Path 425 | total_timesteps 5498.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.26800384871586
Path 426 | total_timesteps 5507.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.267687981053879
Path 427 | total_timesteps 5516.
number of affinization with epsilon = 3 is 37
average number of affinization = 12.269518241693184
Path 428 | total_timesteps 5554.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.269202308716887
Path 429 | total_timesteps 5563.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.26896041435442
Path 430 | total_timesteps 5573.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.268718555785735
Path 431 | total_timesteps 5583.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.26855071391581
Path 432 | total_timesteps 5594.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.268678798638852
Path 433 | total_timesteps 5609.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.268510984540276
Path 434 | total_timesteps 5620.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.268269230769231
Path 435 | total_timesteps 5630.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.267879594704533
Path 436 | total_timesteps 5638.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.267637923384115
Path 437 | total_timesteps 5648.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.267470235894402
Path 438 | total_timesteps 5659.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.267450458444248
Path 439 | total_timesteps 5672.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.268022181146026
Path 440 | total_timesteps 5693.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.267854502439747
Path 441 | total_timesteps 5704.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.268352184519848
Path 442 | total_timesteps 5724.
number of affinization with epsilon = 3 is 42
average number of affinization = 12.270549970431697
Path 443 | total_timesteps 5768.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.270456057358267
Path 444 | total_timesteps 5780.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.269992609016999
Path 445 | total_timesteps 5787.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.269529229177444
Path 446 | total_timesteps 5794.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.270322199231451
Path 447 | total_timesteps 5818.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.269932756964458
Path 448 | total_timesteps 5826.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.269543372247673
Path 449 | total_timesteps 5834.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.269449575175472
Path 450 | total_timesteps 5846.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.26950354609929
Path 451 | total_timesteps 5860.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.269705252271551
Path 452 | total_timesteps 5876.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.269537597872654
Path 453 | total_timesteps 5887.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.270477878720733
Path 454 | total_timesteps 5913.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.270310192023633
Path 455 | total_timesteps 5924.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.269847130935677
Path 456 | total_timesteps 5931.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.270196425934131
Path 457 | total_timesteps 5949.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.270028797164587
Path 458 | total_timesteps 5960.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.270008860011814
Path 459 | total_timesteps 5973.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.269619785898856
Path 460 | total_timesteps 5981.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.26959988188395
Path 461 | total_timesteps 5994.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.26935852956374
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.71    |
| Iteration     | 30       |
| MaximumReturn | 12.8     |
| MinimumReturn | -20.8    |
| TotalSamples  | 128103   |
----------------------------
itr #31 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.3283361494541168
Validation loss = 0.33060234785079956
Validation loss = 0.33310073614120483
Validation loss = 0.33407077193260193
Validation loss = 0.3326431214809418
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3304363787174225
Validation loss = 0.3303665518760681
Validation loss = 0.331895649433136
Validation loss = 0.33284318447113037
Validation loss = 0.33414870500564575
Validation loss = 0.33226069808006287
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 = 12.269412459403602
Path 1 | total_timesteps 14.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.269023544173002
Path 2 | total_timesteps 23.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.268634686346864
Path 3 | total_timesteps 31.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.268541067079921
Path 4 | total_timesteps 43.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.26918536009445
Path 5 | total_timesteps 66.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.268796576403748
Path 6 | total_timesteps 74.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.268702965914121
Path 7 | total_timesteps 86.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.268461822205827
Path 8 | total_timesteps 96.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.26851578636766
Path 9 | total_timesteps 110.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.268938555727669
Path 10 | total_timesteps 129.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.268918719575158
Path 11 | total_timesteps 142.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.268825134596947
Path 12 | total_timesteps 154.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.268362831858408
Path 13 | total_timesteps 161.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.268269301673918
Path 14 | total_timesteps 173.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.268249520719658
Path 15 | total_timesteps 187.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.267787362677874
Path 16 | total_timesteps 194.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.267472721910941
Path 17 | total_timesteps 203.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.267305565794324
Path 18 | total_timesteps 214.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.266843579537078
Path 19 | total_timesteps 221.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.26638166138424
Path 20 | total_timesteps 229.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.266583136792454
Path 21 | total_timesteps 245.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.266710885105756
Path 22 | total_timesteps 260.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.266617538688283
Path 23 | total_timesteps 272.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266303146415149
Path 24 | total_timesteps 281.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.265915119363395
Path 25 | total_timesteps 289.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.266337581964194
Path 26 | total_timesteps 308.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.266391631059378
Path 27 | total_timesteps 322.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.266372007366483
Path 28 | total_timesteps 335.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266057748968768
Path 29 | total_timesteps 344.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.26633276865287
Path 30 | total_timesteps 361.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.26682869347474
Path 31 | total_timesteps 383.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266514470874144
Path 32 | total_timesteps 392.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.266126656848307
Path 33 | total_timesteps 400.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.266033429055298
Path 34 | total_timesteps 412.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.266013841849507
Path 35 | total_timesteps 425.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.265626150334977
Path 36 | total_timesteps 433.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.265901060070671
Path 37 | total_timesteps 450.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.265881486934118
Path 38 | total_timesteps 463.
number of affinization with epsilon = 3 is 41
average number of affinization = 12.267996466951274
Path 39 | total_timesteps 506.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.268050342238904
Path 40 | total_timesteps 520.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.268324992640565
Path 41 | total_timesteps 537.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.26801089116197
Path 42 | total_timesteps 546.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.268138337012509
Path 43 | total_timesteps 561.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.268192186005445
Path 44 | total_timesteps 575.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.26854031783402
Path 45 | total_timesteps 593.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.268520562053999
Path 46 | total_timesteps 606.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.268427247314992
Path 47 | total_timesteps 618.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.268113276940051
Path 48 | total_timesteps 627.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.26794645483966
Path 49 | total_timesteps 638.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.267485474737075
Path 50 | total_timesteps 645.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.267465803794675
Path 51 | total_timesteps 658.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.267151996470329
Path 52 | total_timesteps 667.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.267426470588235
Path 53 | total_timesteps 684.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.267259760311742
Path 54 | total_timesteps 695.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.267313630348479
Path 55 | total_timesteps 709.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.267073439682424
Path 56 | total_timesteps 719.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.267274331079095
Path 57 | total_timesteps 735.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.267107680999633
Path 58 | total_timesteps 746.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.266867558430105
Path 59 | total_timesteps 756.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.266700962739767
Path 60 | total_timesteps 767.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.26712228101117
Path 61 | total_timesteps 786.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.26724961422588
Path 62 | total_timesteps 802.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.266862601028656
Path 63 | total_timesteps 811.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.2669164646242
Path 64 | total_timesteps 825.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.26674992653541
Path 65 | total_timesteps 837.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.26680379049438
Path 66 | total_timesteps 851.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.2676656383135
Path 67 | total_timesteps 877.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.267352185089974
Path 68 | total_timesteps 887.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.268066980023502
Path 69 | total_timesteps 910.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.268047293823896
Path 70 | total_timesteps 923.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.268174474959613
Path 71 | total_timesteps 938.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.267787649607167
Path 72 | total_timesteps 946.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.267694566813509
Path 73 | total_timesteps 958.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.26774832978489
Path 74 | total_timesteps 972.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.267361620907355
Path 75 | total_timesteps 980.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.267268589884754
Path 76 | total_timesteps 992.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.267322372284204
Path 77 | total_timesteps 1006.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.267009174311927
Path 78 | total_timesteps 1015.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.266622633201234
Path 79 | total_timesteps 1023.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.266456299992662
Path 80 | total_timesteps 1034.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.266289991194599
Path 81 | total_timesteps 1045.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.26575684202803
Path 82 | total_timesteps 1052.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.26529713866471
Path 83 | total_timesteps 1059.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.266451470911893
Path 84 | total_timesteps 1088.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.26606514084507
Path 85 | total_timesteps 1096.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.266045624587399
Path 86 | total_timesteps 1109.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.265806073052662
Path 87 | total_timesteps 1119.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.265639897323066
Path 88 | total_timesteps 1130.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.265400410677618
Path 89 | total_timesteps 1140.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.265674268534134
Path 90 | total_timesteps 1158.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.26624138436721
Path 91 | total_timesteps 1179.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.266735097881076
Path 92 | total_timesteps 1199.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266422287390029
Path 93 | total_timesteps 1208.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.26676929843853
Path 94 | total_timesteps 1227.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.266603137369888
Path 95 | total_timesteps 1238.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.266730191306896
Path 96 | total_timesteps 1253.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.266637349750805
Path 97 | total_timesteps 1265.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.267057530230854
Path 98 | total_timesteps 1284.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.266964678294006
Path 99 | total_timesteps 1296.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.26738477321023
Path 100 | total_timesteps 1315.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.267438452520516
Path 101 | total_timesteps 1329.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.267199062202359
Path 102 | total_timesteps 1339.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.267472527472528
Path 103 | total_timesteps 1356.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.267086660317926
Path 104 | total_timesteps 1364.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.266700849692352
Path 105 | total_timesteps 1372.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266388339559072
Path 106 | total_timesteps 1381.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.267027977149553
Path 107 | total_timesteps 1403.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.266788722079824
Path 108 | total_timesteps 1413.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266476274165202
Path 109 | total_timesteps 1422.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.266676429669767
Path 110 | total_timesteps 1438.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266364035729975
Path 111 | total_timesteps 1447.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.266417746540743
Path 112 | total_timesteps 1462.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.26661786237189
Path 113 | total_timesteps 1478.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266305541322012
Path 114 | total_timesteps 1487.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.265993265993266
Path 115 | total_timesteps 1497.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.265754226743761
Path 116 | total_timesteps 1507.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.265442037470725
Path 117 | total_timesteps 1517.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.2651298938895
Path 118 | total_timesteps 1526.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.266281282013757
Path 119 | total_timesteps 1555.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.266773981122412
Path 120 | total_timesteps 1575.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.266315481416447
Path 121 | total_timesteps 1582.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.267173897139513
Path 122 | total_timesteps 1607.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.266788588149232
Path 123 | total_timesteps 1616.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.266403335527759
Path 124 | total_timesteps 1624.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.266164423639555
Path 125 | total_timesteps 1635.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.265925546697872
Path 126 | total_timesteps 1645.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.26634488810882
Path 127 | total_timesteps 1665.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.266106032906764
Path 128 | total_timesteps 1675.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.265940333430828
Path 129 | total_timesteps 1686.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.266140235431747
Path 130 | total_timesteps 1702.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.266851878929668
Path 131 | total_timesteps 1725.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.266978580305578
Path 132 | total_timesteps 1740.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.26688596491228
Path 133 | total_timesteps 1752.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.2681821504276
Path 134 | total_timesteps 1783.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.268016371875456
Path 135 | total_timesteps 1794.
number of affinization with epsilon = 3 is 33
average number of affinization = 12.269531535481985
Path 136 | total_timesteps 1828.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.269731072785735
Path 137 | total_timesteps 1844.
number of affinization with epsilon = 3 is 31
average number of affinization = 12.271099744245523
Path 138 | total_timesteps 1876.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.270860733596376
Path 139 | total_timesteps 1887.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.27076788193176
Path 140 | total_timesteps 1899.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.270748100526008
Path 141 | total_timesteps 1913.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.270436116589963
Path 142 | total_timesteps 1922.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.270197224251278
Path 143 | total_timesteps 1932.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.27068877364692
Path 144 | total_timesteps 1952.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.270449897750511
Path 145 | total_timesteps 1962.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.270357116774994
Path 146 | total_timesteps 1974.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.270118299985395
Path 147 | total_timesteps 1984.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.269879518072289
Path 148 | total_timesteps 1994.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.26978679906542
Path 149 | total_timesteps 2006.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.269767102285172
Path 150 | total_timesteps 2019.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.269601401664477
Path 151 | total_timesteps 2030.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.269435725235418
Path 152 | total_timesteps 2041.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.26985401459854
Path 153 | total_timesteps 2061.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.269761331289686
Path 154 | total_timesteps 2073.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.269595679462853
Path 155 | total_timesteps 2084.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.26964898197475
Path 156 | total_timesteps 2098.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.269775248102743
Path 157 | total_timesteps 2113.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.270485224370667
Path 158 | total_timesteps 2136.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.271413979279147
Path 159 | total_timesteps 2163.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.271758955278324
Path 160 | total_timesteps 2181.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.271593230230522
Path 161 | total_timesteps 2192.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.271500474141074
Path 162 | total_timesteps 2204.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.271334792122538
Path 163 | total_timesteps 2215.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.271752607395522
Path 164 | total_timesteps 2234.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.271732788798133
Path 165 | total_timesteps 2247.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.271567126084737
Path 166 | total_timesteps 2258.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.271328569345195
Path 167 | total_timesteps 2268.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.270871308786
Path 168 | total_timesteps 2275.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.270487022455526
Path 169 | total_timesteps 2283.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.270394401108113
Path 170 | total_timesteps 2295.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.270083102493075
Path 171 | total_timesteps 2304.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.26977184926015
Path 172 | total_timesteps 2313.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.26975218658892
Path 173 | total_timesteps 2326.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.269805407769113
Path 174 | total_timesteps 2340.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.270077248214546
Path 175 | total_timesteps 2357.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.269766086132769
Path 176 | total_timesteps 2366.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.269746429612358
Path 177 | total_timesteps 2379.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.269581056466302
Path 178 | total_timesteps 2390.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.269342852979747
Path 179 | total_timesteps 2400.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.269104684199023
Path 180 | total_timesteps 2410.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.270032051282051
Path 181 | total_timesteps 2436.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.270230898098914
Path 182 | total_timesteps 2452.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.270356882738529
Path 183 | total_timesteps 2467.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.270045881581822
Path 184 | total_timesteps 2476.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.269662103116808
Path 185 | total_timesteps 2484.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.269860918954343
Path 186 | total_timesteps 2500.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.270205329838358
Path 187 | total_timesteps 2518.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.270331270476884
Path 188 | total_timesteps 2534.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.27002038439138
Path 189 | total_timesteps 2543.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.269782339666595
Path 190 | total_timesteps 2554.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.27005386519144
Path 191 | total_timesteps 2572.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.27003420918553
Path 192 | total_timesteps 2585.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.270014556040756
Path 193 | total_timesteps 2598.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.26977658103486
Path 194 | total_timesteps 2608.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.269611410275068
Path 195 | total_timesteps 2619.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.26966455650149
Path 196 | total_timesteps 2633.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.26964493597206
Path 197 | total_timesteps 2646.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.27078937795562
Path 198 | total_timesteps 2675.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.270842426887821
Path 199 | total_timesteps 2689.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.270749981814214
Path 200 | total_timesteps 2701.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.27058481233634
Path 201 | total_timesteps 2712.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.270637864571968
Path 202 | total_timesteps 2726.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.270327272727272
Path 203 | total_timesteps 2735.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.270089448040142
Path 204 | total_timesteps 2745.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.270142524723676
Path 205 | total_timesteps 2759.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.27084999636443
Path 206 | total_timesteps 2783.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.27083030391159
Path 207 | total_timesteps 2796.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.270519810977826
Path 208 | total_timesteps 2805.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.270209363186973
Path 209 | total_timesteps 2815.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.270044341062732
Path 210 | total_timesteps 2826.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.270315452827447
Path 211 | total_timesteps 2843.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.270005087579039
Path 212 | total_timesteps 2852.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.270203488372093
Path 213 | total_timesteps 2868.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.269747838093162
Path 214 | total_timesteps 2875.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.270164220316815
Path 215 | total_timesteps 2894.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.269635980527502
Path 216 | total_timesteps 2901.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.269761697181051
Path 217 | total_timesteps 2916.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.269669451507447
Path 218 | total_timesteps 2928.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.269649861978788
Path 219 | total_timesteps 2941.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.270865112224886
Path 220 | total_timesteps 2971.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.27113596746078
Path 221 | total_timesteps 2988.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.270825768029631
Path 222 | total_timesteps 2997.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.270660856935367
Path 223 | total_timesteps 3008.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.270713818894778
Path 224 | total_timesteps 3023.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.270548939878013
Path 225 | total_timesteps 3034.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.270238873157627
Path 226 | total_timesteps 3043.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.270582256425149
Path 227 | total_timesteps 3061.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.27070780399274
Path 228 | total_timesteps 3076.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.270688153310104
Path 229 | total_timesteps 3090.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.270305581766713
Path 230 | total_timesteps 3098.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.270068224706053
Path 231 | total_timesteps 3108.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.269830902097395
Path 232 | total_timesteps 3118.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.269811320754718
Path 233 | total_timesteps 3134.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.269646614904579
Path 234 | total_timesteps 3145.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.26933681613699
Path 235 | total_timesteps 3154.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.268954509177973
Path 236 | total_timesteps 3162.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.26878990133488
Path 237 | total_timesteps 3173.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.26848023213638
Path 238 | total_timesteps 3182.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.268243145219788
Path 239 | total_timesteps 3192.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.26844128526873
Path 240 | total_timesteps 3208.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.267986655062373
Path 241 | total_timesteps 3216.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.26767713394735
Path 242 | total_timesteps 3225.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.26751269035533
Path 243 | total_timesteps 3236.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.26771082590095
Path 244 | total_timesteps 3252.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.267981438515081
Path 245 | total_timesteps 3269.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.267817008627565
Path 246 | total_timesteps 3280.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.267652602580831
Path 247 | total_timesteps 3291.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.26756071040232
Path 248 | total_timesteps 3303.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.267106407654392
Path 249 | total_timesteps 3310.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.267449445531637
Path 250 | total_timesteps 3328.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.26735758805624
Path 251 | total_timesteps 3340.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.267120805855496
Path 252 | total_timesteps 3350.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.266884057971014
Path 253 | total_timesteps 3360.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.266937178465328
Path 254 | total_timesteps 3375.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.266845384726851
Path 255 | total_timesteps 3387.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.267333188437297
Path 256 | total_timesteps 3408.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.267676035931615
Path 257 | total_timesteps 3426.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.267584208620065
Path 258 | total_timesteps 3438.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.267492394611038
Path 259 | total_timesteps 3450.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.267328166871877
Path 260 | total_timesteps 3461.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.26723638470452
Path 261 | total_timesteps 3473.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266927366210442
Path 262 | total_timesteps 3482.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.266690803765387
Path 263 | total_timesteps 3492.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.266816305843168
Path 264 | total_timesteps 3507.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.26810020272227
Path 265 | total_timesteps 3538.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.26800839788605
Path 266 | total_timesteps 3550.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.26784421601274
Path 267 | total_timesteps 3561.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.26847629388346
Path 268 | total_timesteps 3583.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.268601621308628
Path 269 | total_timesteps 3598.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.268365057537816
Path 270 | total_timesteps 3608.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.268200897380229
Path 271 | total_timesteps 3620.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.267964396844924
Path 272 | total_timesteps 3631.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.267727930535456
Path 273 | total_timesteps 3641.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.267997974097389
Path 274 | total_timesteps 3658.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.26790623643467
Path 275 | total_timesteps 3670.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.26774216884902
Path 276 | total_timesteps 3681.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.267867476851851
Path 277 | total_timesteps 3696.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.26748643761302
Path 278 | total_timesteps 3704.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.267105453493418
Path 279 | total_timesteps 3712.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.26686916901714
Path 280 | total_timesteps 3722.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.266777552791437
Path 281 | total_timesteps 3734.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.266396702581531
Path 282 | total_timesteps 3743.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.266377440347071
Path 283 | total_timesteps 3756.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.266502783602053
Path 284 | total_timesteps 3771.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.266194331983806
Path 285 | total_timesteps 3780.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.266391961252078
Path 286 | total_timesteps 3796.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.265866705219025
Path 287 | total_timesteps 3803.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.265992049150706
Path 288 | total_timesteps 3818.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.26561144839549
Path 289 | total_timesteps 3827.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.26523090265231
Path 290 | total_timesteps 3835.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.264922676687382
Path 291 | total_timesteps 3844.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.264759014379651
Path 292 | total_timesteps 3855.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.264523121387283
Path 293 | total_timesteps 3865.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.264215013366087
Path 294 | total_timesteps 3874.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.263834705967346
Path 295 | total_timesteps 3883.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.263743408220762
Path 296 | total_timesteps 3895.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.26372435712222
Path 297 | total_timesteps 3908.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.263488624052004
Path 298 | total_timesteps 3918.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.2633973710819
Path 299 | total_timesteps 3930.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.263522784718711
Path 300 | total_timesteps 3946.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.264081455805892
Path 301 | total_timesteps 3967.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.263990179796375
Path 302 | total_timesteps 3979.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.263682310469314
Path 303 | total_timesteps 3988.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.26424084903617
Path 304 | total_timesteps 4009.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.264510539994225
Path 305 | total_timesteps 4026.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.264274886306215
Path 306 | total_timesteps 4036.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.264544535874116
Path 307 | total_timesteps 4053.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.264381089859256
Path 308 | total_timesteps 4064.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.26400115473441
Path 309 | total_timesteps 4072.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.263621274446129
Path 310 | total_timesteps 4081.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.263169288497618
Path 311 | total_timesteps 4088.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.26286167833177
Path 312 | total_timesteps 4097.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.262554112554113
Path 313 | total_timesteps 4106.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.262246591155039
Path 314 | total_timesteps 4115.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.262732650411197
Path 315 | total_timesteps 4135.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.262497294957802
Path 316 | total_timesteps 4145.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.262261973456434
Path 317 | total_timesteps 4155.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.262170934006491
Path 318 | total_timesteps 4167.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.261935669984133
Path 319 | total_timesteps 4177.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.261700439893271
Path 320 | total_timesteps 4187.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.261393135275455
Path 321 | total_timesteps 4196.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.261013771721105
Path 322 | total_timesteps 4204.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.260706560922856
Path 323 | total_timesteps 4213.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.261048230120394
Path 324 | total_timesteps 4231.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.260668973471741
Path 325 | total_timesteps 4239.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.260361853960932
Path 326 | total_timesteps 4248.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.260487242323771
Path 327 | total_timesteps 4263.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.260756756756757
Path 328 | total_timesteps 4280.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.260954165465552
Path 329 | total_timesteps 4296.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.260935360668732
Path 330 | total_timesteps 4309.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.26048421962819
Path 331 | total_timesteps 4316.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.260681605302976
Path 332 | total_timesteps 4332.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.260662824207493
Path 333 | total_timesteps 4345.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.260427923060298
Path 334 | total_timesteps 4355.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.260121020025933
Path 335 | total_timesteps 4364.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.259670100122452
Path 336 | total_timesteps 4371.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.259867473350619
Path 337 | total_timesteps 4387.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.25948865682391
Path 338 | total_timesteps 4395.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.259397954774593
Path 339 | total_timesteps 4407.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.259163246201483
Path 340 | total_timesteps 4417.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.258784562211982
Path 341 | total_timesteps 4425.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.258693930448556
Path 342 | total_timesteps 4437.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.258315334773219
Path 343 | total_timesteps 4445.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.258224749838025
Path 344 | total_timesteps 4457.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.257846242441692
Path 345 | total_timesteps 4465.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.25782768300583
Path 346 | total_timesteps 4479.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.257737152727795
Path 347 | total_timesteps 4491.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.25764663548039
Path 348 | total_timesteps 4503.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.258347725964306
Path 349 | total_timesteps 4527.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.258185219831619
Path 350 | total_timesteps 4538.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.257950784285509
Path 351 | total_timesteps 4548.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.257860277717821
Path 352 | total_timesteps 4560.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.25748201438849
Path 353 | total_timesteps 4568.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.25724768002302
Path 354 | total_timesteps 4578.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.25730110775428
Path 355 | total_timesteps 4592.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.257786089333237
Path 356 | total_timesteps 4612.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.257839470655925
Path 357 | total_timesteps 4626.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.25868392664509
Path 358 | total_timesteps 4651.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.258809147130735
Path 359 | total_timesteps 4666.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.259150068310923
Path 360 | total_timesteps 4684.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.259059534081105
Path 361 | total_timesteps 4696.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.258681429290387
Path 362 | total_timesteps 4704.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.258590941768512
Path 363 | total_timesteps 4716.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.25814103946517
Path 364 | total_timesteps 4723.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.258050603795285
Path 365 | total_timesteps 4735.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.257672680227126
Path 366 | total_timesteps 4743.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.25736668104068
Path 367 | total_timesteps 4752.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.25698886094143
Path 368 | total_timesteps 4760.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.257401552170164
Path 369 | total_timesteps 4779.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.257239347560537
Path 370 | total_timesteps 4790.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.25736456387412
Path 371 | total_timesteps 4805.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.257202385228824
Path 372 | total_timesteps 4816.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.258045977011495
Path 373 | total_timesteps 4841.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.258099274477408
Path 374 | total_timesteps 4855.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.258296221807212
Path 375 | total_timesteps 4871.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.258708611649789
Path 376 | total_timesteps 4890.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.258690031600114
Path 377 | total_timesteps 4903.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.258312387791742
Path 378 | total_timesteps 4912.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.25822203073388
Path 379 | total_timesteps 4924.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.2584188985424
Path 380 | total_timesteps 4940.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.25847214244687
Path 381 | total_timesteps 4955.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.258022830066768
Path 382 | total_timesteps 4962.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.257717157214644
Path 383 | total_timesteps 4971.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.257411528246356
Path 384 | total_timesteps 4980.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.257823715188056
Path 385 | total_timesteps 4999.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.258020526806861
Path 386 | total_timesteps 5016.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.2575714080666
Path 387 | total_timesteps 5024.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.257552924291353
Path 388 | total_timesteps 5037.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.257390929965556
Path 389 | total_timesteps 5048.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.25694195307455
Path 390 | total_timesteps 5055.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.257067011048932
Path 391 | total_timesteps 5070.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.25676160413229
Path 392 | total_timesteps 5079.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.256456241032998
Path 393 | total_timesteps 5088.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.257011692131124
Path 394 | total_timesteps 5109.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.256706354898867
Path 395 | total_timesteps 5118.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.257046546654236
Path 396 | total_timesteps 5136.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.256956397016639
Path 397 | total_timesteps 5148.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.25693797059878
Path 398 | total_timesteps 5161.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.256561021081314
Path 399 | total_timesteps 5169.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.256542625654262
Path 400 | total_timesteps 5182.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.256022368798394
Path 401 | total_timesteps 5189.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.256147394078429
Path 402 | total_timesteps 5204.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.256415770609319
Path 403 | total_timesteps 5222.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.256755788115548
Path 404 | total_timesteps 5240.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.256450688073395
Path 405 | total_timesteps 5249.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.256575646814305
Path 406 | total_timesteps 5265.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.256270603411208
Path 407 | total_timesteps 5274.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.255965603726263
Path 408 | total_timesteps 5283.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.255517340212094
Path 409 | total_timesteps 5290.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.25535573547324
Path 410 | total_timesteps 5301.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.255194153890242
Path 411 | total_timesteps 5312.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.254960957088617
Path 412 | total_timesteps 5322.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.256017191977078
Path 413 | total_timesteps 5350.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.255783969629682
Path 414 | total_timesteps 5361.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.255550780690445
Path 415 | total_timesteps 5371.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.25524600730502
Path 416 | total_timesteps 5380.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.255156115726153
Path 417 | total_timesteps 5392.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.254994629430719
Path 418 | total_timesteps 5403.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.254618358871545
Path 419 | total_timesteps 5411.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.254671726211784
Path 420 | total_timesteps 5426.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.254653493699886
Path 421 | total_timesteps 5439.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.254492089627032
Path 422 | total_timesteps 5450.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.253972798854688
Path 423 | total_timesteps 5456.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.253596736096199
Path 424 | total_timesteps 5465.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.253292298883482
Path 425 | total_timesteps 5474.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.253417304802118
Path 426 | total_timesteps 5489.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.253470731358236
Path 427 | total_timesteps 5503.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.253309481216458
Path 428 | total_timesteps 5514.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.253219805380652
Path 429 | total_timesteps 5526.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.252915504042356
Path 430 | total_timesteps 5535.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.25246816425812
Path 431 | total_timesteps 5542.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.252378567851778
Path 432 | total_timesteps 5554.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.252002861230329
Path 433 | total_timesteps 5562.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.251698733996138
Path 434 | total_timesteps 5571.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.251966814475754
Path 435 | total_timesteps 5588.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.252091825788458
Path 436 | total_timesteps 5603.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.25228832951945
Path 437 | total_timesteps 5619.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.25219878441187
Path 438 | total_timesteps 5631.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.251966251966252
Path 439 | total_timesteps 5641.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.251590762851219
Path 440 | total_timesteps 5649.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.251787246211038
Path 441 | total_timesteps 5665.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.25176924726571
Path 442 | total_timesteps 5678.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.252466047176554
Path 443 | total_timesteps 5701.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.252090629690516
Path 444 | total_timesteps 5709.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.251786735277301
Path 445 | total_timesteps 5718.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.251768741513613
Path 446 | total_timesteps 5731.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.251393454337574
Path 447 | total_timesteps 5739.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.251089674883888
Path 448 | total_timesteps 5748.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.25164332666476
Path 449 | total_timesteps 5769.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.25119668500393
Path 450 | total_timesteps 5776.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.251250178596942
Path 451 | total_timesteps 5790.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.251089363525967
Path 452 | total_timesteps 5801.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.250714285714286
Path 453 | total_timesteps 5809.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.250982072709093
Path 454 | total_timesteps 5826.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.250964147978861
Path 455 | total_timesteps 5839.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.251231878883097
Path 456 | total_timesteps 5856.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.25078548986004
Path 457 | total_timesteps 5863.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.250553373795073
Path 458 | total_timesteps 5873.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.250464086819933
Path 459 | total_timesteps 5885.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.250446205468695
Path 460 | total_timesteps 5898.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.250285551113649
Path 461 | total_timesteps 5909.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.25055321578985
Path 462 | total_timesteps 5927.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.250892219842969
Path 463 | total_timesteps 5945.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.250517450574549
Path 464 | total_timesteps 5953.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.250071367399372
Path 465 | total_timesteps 5960.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.249839434810534
Path 466 | total_timesteps 5970.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.249464820893392
Path 467 | total_timesteps 5978.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.249304316803425
Path 468 | total_timesteps 5989.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.249143835616438
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.57    |
| Iteration     | 31       |
| MaximumReturn | 26.8     |
| MinimumReturn | -18      |
| TotalSamples  | 132103   |
----------------------------
itr #32 | 
Fitting dynamics.
Fitting model 0 (0-based) in the ensemble of 2 models
Validation loss = 0.32738304138183594
Validation loss = 0.331321656703949
Validation loss = 0.3311104476451874
Validation loss = 0.33316290378570557
Validation loss = 0.33248981833457947
Fitting model 1 (0-based) in the ensemble of 2 models
Validation loss = 0.3317396342754364
Validation loss = 0.3299761414527893
Validation loss = 0.3307952284812927
Validation loss = 0.33265256881713867
Validation loss = 0.3322083055973053
Validation loss = 0.3316572904586792
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 = 12.248912035385603
Path 1 | total_timesteps 10.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.248965615637038
Path 2 | total_timesteps 24.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.248947856480491
Path 3 | total_timesteps 37.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.249001426533523
Path 4 | total_timesteps 51.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.248841024178018
Path 5 | total_timesteps 62.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.248751961203823
Path 6 | total_timesteps 74.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.248520288098124
Path 7 | total_timesteps 84.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.24814603536794
Path 8 | total_timesteps 92.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.24812834224599
Path 9 | total_timesteps 105.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.247968059318408
Path 10 | total_timesteps 116.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.248021672488772
Path 11 | total_timesteps 130.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.247790134017679
Path 12 | total_timesteps 140.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.247558628555137
Path 13 | total_timesteps 150.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.247398431931575
Path 14 | total_timesteps 161.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.247523341173117
Path 15 | total_timesteps 177.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.247363169897378
Path 16 | total_timesteps 188.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.247060500249413
Path 17 | total_timesteps 197.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.246971640302123
Path 18 | total_timesteps 209.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.24652654079088
Path 19 | total_timesteps 216.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.246580222285552
Path 20 | total_timesteps 230.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.246633896131652
Path 21 | total_timesteps 244.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.246402621456047
Path 22 | total_timesteps 254.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.246527530450887
Path 23 | total_timesteps 269.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.247008547008546
Path 24 | total_timesteps 289.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.246777295064454
Path 25 | total_timesteps 299.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.24661729098419
Path 26 | total_timesteps 310.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.246314889980773
Path 27 | total_timesteps 319.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.246226146397039
Path 28 | total_timesteps 331.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.245781416874333
Path 29 | total_timesteps 338.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.246333475722626
Path 30 | total_timesteps 359.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.246671887235708
Path 31 | total_timesteps 377.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.246796697038725
Path 32 | total_timesteps 392.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.246779130187202
Path 33 | total_timesteps 405.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.246476868327402
Path 34 | total_timesteps 414.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.246245818802933
Path 35 | total_timesteps 424.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.245872473669229
Path 36 | total_timesteps 432.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.24649541023269
Path 37 | total_timesteps 454.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.246193254589441
Path 38 | total_timesteps 463.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.246531483457844
Path 39 | total_timesteps 481.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.246087080250426
Path 40 | total_timesteps 488.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.245927296009105
Path 41 | total_timesteps 499.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.245554132878077
Path 42 | total_timesteps 507.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.24518102283235
Path 43 | total_timesteps 515.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.245590327169275
Path 44 | total_timesteps 534.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.245430623710973
Path 45 | total_timesteps 545.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.245199829327264
Path 46 | total_timesteps 555.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.245111284932092
Path 47 | total_timesteps 567.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.24480944254835
Path 48 | total_timesteps 576.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.245218627799503
Path 49 | total_timesteps 596.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.244987914119152
Path 50 | total_timesteps 606.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.245254851780764
Path 51 | total_timesteps 623.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.245095251634917
Path 52 | total_timesteps 634.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.24500675243443
Path 53 | total_timesteps 646.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.244847192608386
Path 54 | total_timesteps 657.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.245114064387748
Path 55 | total_timesteps 675.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.245025582717453
Path 56 | total_timesteps 687.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.244866055567398
Path 57 | total_timesteps 699.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.245203922125906
Path 58 | total_timesteps 717.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.2451865008881
Path 59 | total_timesteps 730.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.245737425404945
Path 60 | total_timesteps 751.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.24564893088016
Path 61 | total_timesteps 763.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.245631481744566
Path 62 | total_timesteps 776.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.245827118403296
Path 63 | total_timesteps 792.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.245667613636364
Path 64 | total_timesteps 803.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.246005255308571
Path 65 | total_timesteps 821.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.246342849027126
Path 66 | total_timesteps 839.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.246041326421928
Path 67 | total_timesteps 849.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.246804884975859
Path 68 | total_timesteps 874.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.246361377351793
Path 69 | total_timesteps 881.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.246485872497516
Path 70 | total_timesteps 896.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.246539362532832
Path 71 | total_timesteps 910.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.246450880181715
Path 72 | total_timesteps 922.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.246362410391086
Path 73 | total_timesteps 934.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.246415897799858
Path 74 | total_timesteps 948.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.246540344901002
Path 75 | total_timesteps 963.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.246380925347715
Path 76 | total_timesteps 974.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.246008656779962
Path 77 | total_timesteps 982.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.246133106286363
Path 78 | total_timesteps 997.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.245902802412203
Path 79 | total_timesteps 1008.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.24567253121453
Path 80 | total_timesteps 1018.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.245371355607576
Path 81 | total_timesteps 1027.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.245283018867925
Path 82 | total_timesteps 1040.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.244910986594794
Path 83 | total_timesteps 1049.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.245035460992908
Path 84 | total_timesteps 1064.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.244876249911353
Path 85 | total_timesteps 1077.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.245355268756205
Path 86 | total_timesteps 1097.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.245337871374884
Path 87 | total_timesteps 1110.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.245462280204197
Path 88 | total_timesteps 1125.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.245373980857853
Path 89 | total_timesteps 1137.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.245711044945413
Path 90 | total_timesteps 1155.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.245480966895867
Path 91 | total_timesteps 1165.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.245321803232208
Path 92 | total_timesteps 1176.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.245162662130555
Path 93 | total_timesteps 1187.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.24578313253012
Path 94 | total_timesteps 1209.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.245411381191978
Path 95 | total_timesteps 1217.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.245252267573695
Path 96 | total_timesteps 1228.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.24551831644583
Path 97 | total_timesteps 1245.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.245642624344622
Path 98 | total_timesteps 1261.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.245554374778605
Path 99 | total_timesteps 1273.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.245182771323321
Path 100 | total_timesteps 1281.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.245023730254303
Path 101 | total_timesteps 1292.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.244793880152995
Path 102 | total_timesteps 1302.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.24513067497698
Path 103 | total_timesteps 1320.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.244971671388102
Path 104 | total_timesteps 1331.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.245166772891439
Path 105 | total_timesteps 1347.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.24522022376434
Path 106 | total_timesteps 1361.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.245840118954897
Path 107 | total_timesteps 1383.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.246035117530445
Path 108 | total_timesteps 1399.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.245946902654866
Path 109 | total_timesteps 1411.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.245504743027043
Path 110 | total_timesteps 1418.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.245204218871665
Path 111 | total_timesteps 1428.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.245399207248019
Path 112 | total_timesteps 1444.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.245311062354023
Path 113 | total_timesteps 1456.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.245152158527954
Path 114 | total_timesteps 1467.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.244710211591537
Path 115 | total_timesteps 1474.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.2446221341636
Path 116 | total_timesteps 1486.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.2448170947428
Path 117 | total_timesteps 1502.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.244516768076977
Path 118 | total_timesteps 1511.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.24464096215069
Path 119 | total_timesteps 1526.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.24441143180532
Path 120 | total_timesteps 1536.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.244606352125627
Path 121 | total_timesteps 1552.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.244589050785118
Path 122 | total_timesteps 1565.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.244359572812787
Path 123 | total_timesteps 1575.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.244059405940595
Path 124 | total_timesteps 1584.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.243900714235203
Path 125 | total_timesteps 1595.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.243600622259935
Path 126 | total_timesteps 1604.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.24344198543449
Path 127 | total_timesteps 1615.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.244485294117647
Path 128 | total_timesteps 1644.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.244255920820077
Path 129 | total_timesteps 1654.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.244097271313446
Path 130 | total_timesteps 1665.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.243726585141726
Path 131 | total_timesteps 1673.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.244062765055132
Path 132 | total_timesteps 1691.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.24446957382147
Path 133 | total_timesteps 1710.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.244522968197879
Path 134 | total_timesteps 1724.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.24507101971592
Path 135 | total_timesteps 1745.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.244912379875636
Path 136 | total_timesteps 1757.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.24475376245319
Path 137 | total_timesteps 1768.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.244453864631906
Path 138 | total_timesteps 1777.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.244931119745672
Path 139 | total_timesteps 1797.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.24491381746256
Path 140 | total_timesteps 1810.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.244684608320972
Path 141 | total_timesteps 1820.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.245373640344681
Path 142 | total_timesteps 1843.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.245426936930574
Path 143 | total_timesteps 1857.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.245268361581921
Path 144 | total_timesteps 1868.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.245251041593107
Path 145 | total_timesteps 1881.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.24495127806807
Path 146 | total_timesteps 1890.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.244651556873544
Path 147 | total_timesteps 1899.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.24421067495058
Path 148 | total_timesteps 1906.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.2439816448994
Path 149 | total_timesteps 1916.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.243823238740646
Path 150 | total_timesteps 1927.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.24345309522129
Path 151 | total_timesteps 1935.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.243718238283456
Path 152 | total_timesteps 1952.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.24370103747618
Path 153 | total_timesteps 1965.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.243754410726888
Path 154 | total_timesteps 1979.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.243807776444852
Path 155 | total_timesteps 1993.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.24393169630257
Path 156 | total_timesteps 2008.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.243773371904325
Path 157 | total_timesteps 2020.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.24354451813179
Path 158 | total_timesteps 2030.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.24352733686067
Path 159 | total_timesteps 2043.
number of affinization with epsilon = 3 is 25
average number of affinization = 12.244427200902935
Path 160 | total_timesteps 2070.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.2441278126543
Path 161 | total_timesteps 2079.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.243757934828608
Path 162 | total_timesteps 2087.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.243811270188306
Path 163 | total_timesteps 2101.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.24379407616361
Path 164 | total_timesteps 2114.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.243847401452648
Path 165 | total_timesteps 2128.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.243689183472007
Path 166 | total_timesteps 2139.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.244518085031375
Path 167 | total_timesteps 2164.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.244289340101522
Path 168 | total_timesteps 2174.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.245329573493127
Path 169 | total_timesteps 2203.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.245241787677992
Path 170 | total_timesteps 2215.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.24501304010714
Path 171 | total_timesteps 2225.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.24464336058641
Path 172 | total_timesteps 2233.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.244626118824442
Path 173 | total_timesteps 2246.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.244820295983086
Path 174 | total_timesteps 2262.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.244732576985413
Path 175 | total_timesteps 2274.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.244926719278467
Path 176 | total_timesteps 2290.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.244768547875713
Path 177 | total_timesteps 2301.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.24461039876004
Path 178 | total_timesteps 2312.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.2448045086298
Path 179 | total_timesteps 2328.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.244928148774303
Path 180 | total_timesteps 2343.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.245403958582799
Path 181 | total_timesteps 2363.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.245034511903086
Path 182 | total_timesteps 2371.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.245087682231143
Path 183 | total_timesteps 2385.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.244929577464788
Path 184 | total_timesteps 2396.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.244560242236462
Path 185 | total_timesteps 2404.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.244261371637798
Path 186 | total_timesteps 2413.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.243892135464339
Path 187 | total_timesteps 2421.
number of affinization with epsilon = 3 is 30
average number of affinization = 12.245142213460998
Path 188 | total_timesteps 2452.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.244702569517775
Path 189 | total_timesteps 2459.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.244403773053639
Path 190 | total_timesteps 2468.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.24417540648976
Path 191 | total_timesteps 2478.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.24415822072072
Path 192 | total_timesteps 2491.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.243859525652756
Path 193 | total_timesteps 2500.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.243420126671358
Path 194 | total_timesteps 2507.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.243402997677855
Path 195 | total_timesteps 2520.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.243174781874473
Path 196 | total_timesteps 2530.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.24280588193907
Path 197 | total_timesteps 2538.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.242577740256085
Path 198 | total_timesteps 2548.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.242208934224411
Path 199 | total_timesteps 2556.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.242262239729882
Path 200 | total_timesteps 2570.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.242034184427094
Path 201 | total_timesteps 2580.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.241806161204108
Path 202 | total_timesteps 2590.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.24178915535551
Path 203 | total_timesteps 2604.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.241350210970465
Path 204 | total_timesteps 2611.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.241825469376275
Path 205 | total_timesteps 2631.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.241527211362678
Path 206 | total_timesteps 2640.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.241158686634325
Path 207 | total_timesteps 2648.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.24086051743532
Path 208 | total_timesteps 2657.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.24042179261863
Path 209 | total_timesteps 2665.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.240123717137635
Path 210 | total_timesteps 2674.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.239966261334082
Path 211 | total_timesteps 2685.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.2400196795052
Path 212 | total_timesteps 2699.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.239651416122005
Path 213 | total_timesteps 2707.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.239564300773015
Path 214 | total_timesteps 2719.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.240250158105544
Path 215 | total_timesteps 2744.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.239881956155143
Path 216 | total_timesteps 2752.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.239724583713905
Path 217 | total_timesteps 2763.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.239777996346776
Path 218 | total_timesteps 2777.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.239550403933965
Path 219 | total_timesteps 2787.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.23904186569261
Path 220 | total_timesteps 2793.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.238884596473977
Path 221 | total_timesteps 2804.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.23865711476331
Path 222 | total_timesteps 2814.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.238570124306483
Path 223 | total_timesteps 2826.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.238412921348315
Path 224 | total_timesteps 2838.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.238255740467665
Path 225 | total_timesteps 2850.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.238098581659878
Path 226 | total_timesteps 2861.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.238011654847995
Path 227 | total_timesteps 2873.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.238135355237294
Path 228 | total_timesteps 2888.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.238188838188838
Path 229 | total_timesteps 2903.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.237750947634424
Path 230 | total_timesteps 2910.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.237874640275146
Path 231 | total_timesteps 2925.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.238068500842223
Path 232 | total_timesteps 2941.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.237630710927082
Path 233 | total_timesteps 2948.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.23761403508772
Path 234 | total_timesteps 2961.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.237386850045612
Path 235 | total_timesteps 2971.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.237229862475441
Path 236 | total_timesteps 2982.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.237423700273627
Path 237 | total_timesteps 2998.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.237266732145363
Path 238 | total_timesteps 3009.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.23689933356717
Path 239 | total_timesteps 3017.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.236812570145904
Path 240 | total_timesteps 3029.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.236795959879357
Path 241 | total_timesteps 3042.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.236919624070698
Path 242 | total_timesteps 3057.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.238025106949996
Path 243 | total_timesteps 3086.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.23765778401122
Path 244 | total_timesteps 3094.
number of affinization with epsilon = 3 is 23
average number of affinization = 12.238412453544631
Path 245 | total_timesteps 3118.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.238045154957229
Path 246 | total_timesteps 3126.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.237958353782513
Path 247 | total_timesteps 3138.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.237661245092541
Path 248 | total_timesteps 3147.
number of affinization with epsilon = 3 is 28
average number of affinization = 12.23876621100596
Path 249 | total_timesteps 3177.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.239029861208468
Path 250 | total_timesteps 3194.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.238943015350108
Path 251 | total_timesteps 3206.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.23892626857303
Path 252 | total_timesteps 3219.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.238489032167637
Path 253 | total_timesteps 3227.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.23833216538192
Path 254 | total_timesteps 3239.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.238315464928876
Path 255 | total_timesteps 3252.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.238438901345292
Path 256 | total_timesteps 3267.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.238492258109718
Path 257 | total_timesteps 3281.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.23826537760964
Path 258 | total_timesteps 3291.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.238598949211909
Path 259 | total_timesteps 3309.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.238722331185206
Path 260 | total_timesteps 3324.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.23828535406598
Path 261 | total_timesteps 3331.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.238618854181258
Path 262 | total_timesteps 3350.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.238322011345332
Path 263 | total_timesteps 3359.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.238865546218488
Path 264 | total_timesteps 3380.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.238918843218261
Path 265 | total_timesteps 3394.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.238902114549782
Path 266 | total_timesteps 3407.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.238815374921234
Path 267 | total_timesteps 3419.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.239008681041724
Path 268 | total_timesteps 3435.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.238711935596779
Path 269 | total_timesteps 3444.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.238695226095478
Path 270 | total_timesteps 3457.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.238398544131028
Path 271 | total_timesteps 3466.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.238451847704367
Path 272 | total_timesteps 3480.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.238015256491007
Path 273 | total_timesteps 3487.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.237718684394682
Path 274 | total_timesteps 3496.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.237422153803093
Path 275 | total_timesteps 3505.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.238245172124266
Path 276 | total_timesteps 3530.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.238858182327013
Path 277 | total_timesteps 3552.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.238561634252134
Path 278 | total_timesteps 3561.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.238754809373907
Path 279 | total_timesteps 3577.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.238458310016789
Path 280 | total_timesteps 3586.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.238301741624117
Path 281 | total_timesteps 3597.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.237935375577004
Path 282 | total_timesteps 3605.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.23777886565494
Path 283 | total_timesteps 3616.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.237832167832169
Path 284 | total_timesteps 3630.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.238095238095237
Path 285 | total_timesteps 3647.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.239127394769962
Path 286 | total_timesteps 3675.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.239040760679577
Path 287 | total_timesteps 3687.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.23895413870246
Path 288 | total_timesteps 3699.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.239007340090877
Path 289 | total_timesteps 3713.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.2394100377464
Path 290 | total_timesteps 3732.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.239323408121898
Path 291 | total_timesteps 3744.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.23909700866648
Path 292 | total_timesteps 3754.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.239010413026767
Path 293 | total_timesteps 3766.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.239482879105521
Path 294 | total_timesteps 3786.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.239605897561317
Path 295 | total_timesteps 3802.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.239379541643377
Path 296 | total_timesteps 3812.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.239013484245092
Path 297 | total_timesteps 3820.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.23885706301523
Path 298 | total_timesteps 3831.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.238770520433112
Path 299 | total_timesteps 3843.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.238753841855267
Path 300 | total_timesteps 3856.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.23873716560732
Path 301 | total_timesteps 3869.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.239698281882944
Path 302 | total_timesteps 3896.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.239611704727984
Path 303 | total_timesteps 3908.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.239944134078213
Path 304 | total_timesteps 3926.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.239927379372949
Path 305 | total_timesteps 3939.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.239840804356934
Path 306 | total_timesteps 3951.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.23940515255184
Path 307 | total_timesteps 3958.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.239109187377828
Path 308 | total_timesteps 3967.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.238883071553229
Path 309 | total_timesteps 3977.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.238447577830518
Path 310 | total_timesteps 3984.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.238291338033084
Path 311 | total_timesteps 3995.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.237995533221664
Path 312 | total_timesteps 4004.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.238188289482867
Path 313 | total_timesteps 4020.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.23831123517097
Path 314 | total_timesteps 4035.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.237945712092666
Path 315 | total_timesteps 4043.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.238138431481998
Path 316 | total_timesteps 4059.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.23784274052885
Path 317 | total_timesteps 4068.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.237895911818056
Path 318 | total_timesteps 4082.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.237670038367632
Path 319 | total_timesteps 4092.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.237513950892858
Path 320 | total_timesteps 4103.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.2374276347911
Path 321 | total_timesteps 4115.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.237132096526713
Path 322 | total_timesteps 4124.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.236906339354208
Path 323 | total_timesteps 4134.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.237168758716876
Path 324 | total_timesteps 4151.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.237431141482462
Path 325 | total_timesteps 4168.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.237484311811462
Path 326 | total_timesteps 4182.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.237119152199678
Path 327 | total_timesteps 4190.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.236823759063023
Path 328 | total_timesteps 4199.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.23680724991286
Path 329 | total_timesteps 4212.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.23665133138157
Path 330 | total_timesteps 4223.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.236565135568412
Path 331 | total_timesteps 4235.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.236478951770282
Path 332 | total_timesteps 4247.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.2362533974493
Path 333 | total_timesteps 4257.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.236515679442508
Path 334 | total_timesteps 4274.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.236290153996237
Path 335 | total_timesteps 4284.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.235994983277592
Path 336 | total_timesteps 4294.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.236675259527624
Path 337 | total_timesteps 4317.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.237007106033161
Path 338 | total_timesteps 4335.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.237060257749913
Path 339 | total_timesteps 4349.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.237392031206465
Path 340 | total_timesteps 4368.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.237096886536184
Path 341 | total_timesteps 4377.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.237289316060732
Path 342 | total_timesteps 4393.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.237690646980987
Path 343 | total_timesteps 4412.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.237534818941505
Path 344 | total_timesteps 4423.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.237657544739225
Path 345 | total_timesteps 4438.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.237362484333659
Path 346 | total_timesteps 4448.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.237137088352016
Path 347 | total_timesteps 4458.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.2369813422445
Path 348 | total_timesteps 4469.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.237034458753916
Path 349 | total_timesteps 4483.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.23750522065989
Path 350 | total_timesteps 4503.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.237836709125078
Path 351 | total_timesteps 4521.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.23754175946548
Path 352 | total_timesteps 4530.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.237316445124922
Path 353 | total_timesteps 4541.
number of affinization with epsilon = 3 is 21
average number of affinization = 12.237926235212248
Path 354 | total_timesteps 4563.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.237700925474915
Path 355 | total_timesteps 4573.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.237684386306707
Path 356 | total_timesteps 4586.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.237319974953037
Path 357 | total_timesteps 4594.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.237164324474746
Path 358 | total_timesteps 4605.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.237078260869565
Path 359 | total_timesteps 4617.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.236713967723984
Path 360 | total_timesteps 4625.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.236558391875914
Path 361 | total_timesteps 4636.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.23640283766866
Path 362 | total_timesteps 4647.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.236386396828708
Path 363 | total_timesteps 4660.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.236161335187761
Path 364 | total_timesteps 4670.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.235866768653084
Path 365 | total_timesteps 4679.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.235572243081629
Path 366 | total_timesteps 4688.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.235764444135437
Path 367 | total_timesteps 4704.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.235330923248053
Path 368 | total_timesteps 4711.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.235384080639555
Path 369 | total_timesteps 4725.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.23515918253858
Path 370 | total_timesteps 4735.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.23500382289567
Path 371 | total_timesteps 4746.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.234639977759244
Path 372 | total_timesteps 4754.
number of affinization with epsilon = 3 is 27
average number of affinization = 12.235666133852249
Path 373 | total_timesteps 4782.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.235788742182072
Path 374 | total_timesteps 4797.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.236189284969774
Path 375 | total_timesteps 4816.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.236103390772652
Path 376 | total_timesteps 4828.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.235948030292503
Path 377 | total_timesteps 4839.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.235653744615812
Path 378 | total_timesteps 4849.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.235498436957277
Path 379 | total_timesteps 4860.
number of affinization with epsilon = 3 is 26
average number of affinization = 12.236454570714088
Path 380 | total_timesteps 4887.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.236368687921095
Path 381 | total_timesteps 4899.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.236491179330462
Path 382 | total_timesteps 4914.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.236266407389403
Path 383 | total_timesteps 4924.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.235833333333334
Path 384 | total_timesteps 4931.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.236303034511492
Path 385 | total_timesteps 4951.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.236217192056658
Path 386 | total_timesteps 4963.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.235853641602445
Path 387 | total_timesteps 4971.
number of affinization with epsilon = 3 is 22
average number of affinization = 12.236531519022494
Path 388 | total_timesteps 4995.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.236723359944463
Path 389 | total_timesteps 5011.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.236637512147716
Path 390 | total_timesteps 5023.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.236621086971612
Path 391 | total_timesteps 5036.
number of affinization with epsilon = 3 is 29
average number of affinization = 12.237784564131038
Path 392 | total_timesteps 5067.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.237421056284267
Path 393 | total_timesteps 5075.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.237543372657877
Path 394 | total_timesteps 5092.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.237249323433488
Path 395 | total_timesteps 5101.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.237232861504301
Path 396 | total_timesteps 5114.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.236938874627073
Path 397 | total_timesteps 5123.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.236575551547107
Path 398 | total_timesteps 5131.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.236351023239681
Path 399 | total_timesteps 5141.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.236126526082131
Path 400 | total_timesteps 5151.
number of affinization with epsilon = 3 is 20
average number of affinization = 12.236665048206978
Path 401 | total_timesteps 5172.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.236232487168817
Path 402 | total_timesteps 5179.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.236008044940704
Path 403 | total_timesteps 5189.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.235575589459085
Path 404 | total_timesteps 5196.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.235212537272034
Path 405 | total_timesteps 5204.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.234988212453196
Path 406 | total_timesteps 5214.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.234902586147125
Path 407 | total_timesteps 5226.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.235232945091514
Path 408 | total_timesteps 5245.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.235424610051993
Path 409 | total_timesteps 5261.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.235061694163317
Path 410 | total_timesteps 5269.
number of affinization with epsilon = 3 is 24
average number of affinization = 12.235877174741804
Path 411 | total_timesteps 5294.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.236138064873856
Path 412 | total_timesteps 5311.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.23653752858826
Path 413 | total_timesteps 5330.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.236313236313237
Path 414 | total_timesteps 5341.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.2358810893216
Path 415 | total_timesteps 5348.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.23558758314856
Path 416 | total_timesteps 5357.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.235294117647058
Path 417 | total_timesteps 5366.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.235485658861023
Path 418 | total_timesteps 5382.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.235330793210945
Path 419 | total_timesteps 5393.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.235453034081463
Path 420 | total_timesteps 5408.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.235505991549491
Path 421 | total_timesteps 5422.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.23583598836404
Path 422 | total_timesteps 5440.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.2354041138583
Path 423 | total_timesteps 5447.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.235041551246537
Path 424 | total_timesteps 5455.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.23509452253999
Path 425 | total_timesteps 5469.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.235355213959286
Path 426 | total_timesteps 5487.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.235338918507235
Path 427 | total_timesteps 5500.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.235391858211022
Path 428 | total_timesteps 5514.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.2355832467982
Path 429 | total_timesteps 5530.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.235428492316212
Path 430 | total_timesteps 5541.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.235135322212225
Path 431 | total_timesteps 5550.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.234911406423034
Path 432 | total_timesteps 5560.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.234964357394976
Path 433 | total_timesteps 5574.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.234948096885812
Path 434 | total_timesteps 5587.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.234862639263719
Path 435 | total_timesteps 5600.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.234500415167451
Path 436 | total_timesteps 5608.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.234069051408012
Path 437 | total_timesteps 5615.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.233914487339145
Path 438 | total_timesteps 5626.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.233759944655828
Path 439 | total_timesteps 5637.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.2337437742114
Path 440 | total_timesteps 5650.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.23379677664799
Path 441 | total_timesteps 5665.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.233503942454005
Path 442 | total_timesteps 5674.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.233418631993914
Path 443 | total_timesteps 5686.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.233402489626556
Path 444 | total_timesteps 5699.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.233040591936934
Path 445 | total_timesteps 5707.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.233024477942193
Path 446 | total_timesteps 5720.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.233215792021019
Path 447 | total_timesteps 5737.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.232784845132743
Path 448 | total_timesteps 5744.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.232907016937435
Path 449 | total_timesteps 5759.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.232821789022536
Path 450 | total_timesteps 5771.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.232736572890026
Path 451 | total_timesteps 5783.
number of affinization with epsilon = 3 is 16
average number of affinization = 12.23299695880564
Path 452 | total_timesteps 5800.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.233119082175685
Path 453 | total_timesteps 5815.
number of affinization with epsilon = 3 is 10
average number of affinization = 12.232964754664824
Path 454 | total_timesteps 5826.
number of affinization with epsilon = 3 is 8
average number of affinization = 12.232672241033791
Path 455 | total_timesteps 5836.
number of affinization with epsilon = 3 is 15
average number of affinization = 12.2328634604754
Path 456 | total_timesteps 5852.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.2323637117391
Path 457 | total_timesteps 5859.
number of affinization with epsilon = 3 is 6
average number of affinization = 12.231933121459168
Path 458 | total_timesteps 5866.
number of affinization with epsilon = 3 is 19
average number of affinization = 12.232400690846287
Path 459 | total_timesteps 5886.
number of affinization with epsilon = 3 is 13
average number of affinization = 12.23245371649627
Path 460 | total_timesteps 5900.
number of affinization with epsilon = 3 is 7
average number of affinization = 12.232092284313048
Path 461 | total_timesteps 5908.
number of affinization with epsilon = 3 is 18
average number of affinization = 12.232490675507666
Path 462 | total_timesteps 5927.
number of affinization with epsilon = 3 is 11
average number of affinization = 12.232405552869674
Path 463 | total_timesteps 5939.
number of affinization with epsilon = 3 is 17
average number of affinization = 12.232734806629834
Path 464 | total_timesteps 5957.
number of affinization with epsilon = 3 is 5
average number of affinization = 12.232235342863062
Path 465 | total_timesteps 5964.
number of affinization with epsilon = 3 is 12
average number of affinization = 12.23221930672559
Path 466 | total_timesteps 5977.
number of affinization with epsilon = 3 is 14
average number of affinization = 12.232341365739142
Path 467 | total_timesteps 5992.
number of affinization with epsilon = 3 is 9
average number of affinization = 12.232118199392433
Done generating on-policy rollouts.
Updating normalization.
Done updating normalization.
----------------------------
| AverageReturn | -6.79    |
| Iteration     | 32       |
| MaximumReturn | 4.72     |
| MinimumReturn | -18.2    |
| TotalSamples  | 136104   |
----------------------------
