Seed: [42, 37, 8, 67, 52]
Alpha Value: 0.1
Learning Rate: 0.01
Discount Factor: 0.9
Number of Episodes: 50
Max Iterations: 500
Number of Batches: 5
Directory Path ./tests/lunarlander/alpha_0_1/
batch = 1
inside iterator
Iteration [  0  ]
Obj. val : -29.335570199522195, Avg. Ret : -667.9740679816864
Iteration [  1  ]
Obj. val : -30.445662863613286, Avg. Ret : -611.2428525997619
Iteration [  2  ]
Obj. val : -34.585276730568445, Avg. Ret : -558.9669379319005
Iteration [  3  ]
Obj. val : 19.69768583146569, Avg. Ret : -606.6492009270206
Iteration [  4  ]
Obj. val : -43.91094242540583, Avg. Ret : -584.7106971480146
Iteration [  5  ]
Obj. val : -37.47200783767535, Avg. Ret : -644.2384785515825
Iteration [  6  ]
Obj. val : -59.023117991808874, Avg. Ret : -701.3997314471715
Iteration [  7  ]
Obj. val : -40.49169704035687, Avg. Ret : -622.217787454042
Iteration [  8  ]
Obj. val : -38.856324823870544, Avg. Ret : -626.9213447683375
Iteration [  9  ]
Obj. val : -49.050438470133514, Avg. Ret : -600.5128184904563
Iteration [  10  ]
Obj. val : -24.873897661576745, Avg. Ret : -667.9479236432117
Iteration [  11  ]
Obj. val : -47.44146663669592, Avg. Ret : -713.7237978111247
Iteration [  12  ]
Obj. val : -32.78552892176593, Avg. Ret : -687.5214976583691
Iteration [  13  ]
Obj. val : -21.974223500232764, Avg. Ret : -692.4878005268853
Iteration [  14  ]
Obj. val : -62.34709553368059, Avg. Ret : -621.1002434256752
Iteration [  15  ]
Obj. val : -28.9204045347995, Avg. Ret : -593.197336101954
Iteration [  16  ]
Obj. val : -43.10873959315035, Avg. Ret : -689.8815009707859
Iteration [  17  ]
Obj. val : -44.78514796949397, Avg. Ret : -582.5929196396581
Iteration [  18  ]
Obj. val : -39.995975935030664, Avg. Ret : -582.3111664224516
Iteration [  19  ]
Obj. val : -53.11634670954719, Avg. Ret : -607.2158355248041
Iteration [  20  ]
Obj. val : -13.952994753886763, Avg. Ret : -632.3964807150971
Iteration [  21  ]
Obj. val : -7.7331701781221085, Avg. Ret : -596.7449092388483
Iteration [  22  ]
Obj. val : -24.47364114335987, Avg. Ret : -245.95884915045264
Iteration [  23  ]
Obj. val : -30.64592395127599, Avg. Ret : -735.8510571513314
Iteration [  24  ]
Obj. val : -57.97956161567707, Avg. Ret : -257.35161347553793
Iteration [  25  ]
Obj. val : -62.90054548635399, Avg. Ret : -345.65462068587107
Iteration [  26  ]
Obj. val : -99.98842304899927, Avg. Ret : -560.2501376068894
Iteration [  27  ]
Obj. val : -23.73609227965622, Avg. Ret : -701.5004443187099
Iteration [  28  ]
Obj. val : -7.882184752615132, Avg. Ret : -571.4933772025039
Iteration [  29  ]
Obj. val : -59.11154840205027, Avg. Ret : -734.5653765144376
Iteration [  30  ]
Obj. val : -41.39382870445459, Avg. Ret : -425.2868769693849
Iteration [  31  ]
Obj. val : -40.58536063428913, Avg. Ret : -706.6837927970405
Iteration [  32  ]
Obj. val : -58.607847121176505, Avg. Ret : -631.9328591420428
Iteration [  33  ]
Obj. val : -49.30176917535993, Avg. Ret : -588.5389239322508
Iteration [  34  ]
Obj. val : -64.15168979580827, Avg. Ret : -855.3983336328731
Iteration [  35  ]
Obj. val : -40.82664392590358, Avg. Ret : -357.3664635755644
Iteration [  36  ]
Obj. val : -37.73691931172438, Avg. Ret : -432.89070994117105
Iteration [  37  ]
Obj. val : -57.224568859754456, Avg. Ret : -629.5366511926201
Iteration [  38  ]
Obj. val : 13.733031140090233, Avg. Ret : -840.3248957904674
Iteration [  39  ]
Obj. val : -28.92813200906743, Avg. Ret : -552.5892066781611
Iteration [  40  ]
Obj. val : -19.4305785999657, Avg. Ret : -520.2103271678917
Iteration [  41  ]
Obj. val : -74.092685808944, Avg. Ret : -785.6466982330319
Iteration [  42  ]
Obj. val : -16.641179765923376, Avg. Ret : -731.6923816391318
Iteration [  43  ]
Obj. val : -37.51602572500162, Avg. Ret : -525.8377647982383
Iteration [  44  ]
Obj. val : -39.68633778478617, Avg. Ret : -242.73077937736048
Iteration [  45  ]
Obj. val : -58.624136249956436, Avg. Ret : -691.1761462290207
Iteration [  46  ]
Obj. val : -26.67924409361472, Avg. Ret : -648.7307121827961
Iteration [  47  ]
Obj. val : -28.409420574296888, Avg. Ret : -230.81689615344766
Iteration [  48  ]
Obj. val : -36.225225938864625, Avg. Ret : -615.6783241666195
Iteration [  49  ]
Obj. val : -8.111005306724614, Avg. Ret : -604.1028815939111
Iteration [  50  ]
Obj. val : -30.321455458347796, Avg. Ret : -269.53664222894787
Iteration [  51  ]
Obj. val : -29.245758395712286, Avg. Ret : -640.3381396117803
Iteration [  52  ]
Obj. val : -32.810026161696626, Avg. Ret : -660.8873932923265
Iteration [  53  ]
Obj. val : -76.69326903276149, Avg. Ret : -252.19420815268805
Iteration [  54  ]
Obj. val : -45.30076328221715, Avg. Ret : -643.9039791464808
Iteration [  55  ]
Obj. val : -78.59132586056629, Avg. Ret : -664.727668088583
Iteration [  56  ]
Obj. val : -64.16655747718045, Avg. Ret : -256.45215280994614
Iteration [  57  ]
Obj. val : -59.634852251685146, Avg. Ret : -575.1613887494566
Iteration [  58  ]
Obj. val : -65.6234073803593, Avg. Ret : -628.277288179067
Iteration [  59  ]
Obj. val : -63.12593795328067, Avg. Ret : -284.24454583938535
Iteration [  60  ]
Obj. val : -50.98862210662776, Avg. Ret : -544.3560116954933
Iteration [  61  ]
Obj. val : -36.64181062730059, Avg. Ret : -603.5649762929193
Iteration [  62  ]
Obj. val : -57.95663724180801, Avg. Ret : -261.8508552686978
Iteration [  63  ]
Obj. val : -46.57985185975139, Avg. Ret : -552.2742319440117
Iteration [  64  ]
Obj. val : -44.138843593960594, Avg. Ret : -551.1584261009419
Iteration [  65  ]
Obj. val : -43.58124627655027, Avg. Ret : -265.8576275566353
Iteration [  66  ]
Obj. val : -19.50946982963689, Avg. Ret : -528.8887073766867
Iteration [  67  ]
Obj. val : -68.03930569412438, Avg. Ret : -611.3064293854062
Iteration [  68  ]
Obj. val : -30.06202066547732, Avg. Ret : -230.4885360313741
Iteration [  69  ]
Obj. val : -49.997771691151826, Avg. Ret : -557.337609666564
Iteration [  70  ]
Obj. val : -59.943360915278554, Avg. Ret : -569.5937620892532
Iteration [  71  ]
Obj. val : -71.25459279555713, Avg. Ret : -253.56561711166978
Iteration [  72  ]
Obj. val : -78.15909801204381, Avg. Ret : -503.5764177155535
Iteration [  73  ]
Obj. val : -45.57524682202045, Avg. Ret : -593.2631321491823
Iteration [  74  ]
Obj. val : -76.88581689752345, Avg. Ret : -282.69708473540226
Iteration [  75  ]
Obj. val : -65.27652146034005, Avg. Ret : -679.3618240969913
Iteration [  76  ]
Obj. val : -37.884576046644966, Avg. Ret : -484.6372592808814
Iteration [  77  ]
Obj. val : -80.82399658820943, Avg. Ret : -307.1329757645326
Iteration [  78  ]
Obj. val : -98.1104963633702, Avg. Ret : -497.3528760859284
Iteration [  79  ]
Obj. val : -52.53826407606334, Avg. Ret : -561.4653827499782
Iteration [  80  ]
Obj. val : -35.92697282460396, Avg. Ret : -295.5990783281159
Iteration [  81  ]
Obj. val : -66.07374171004993, Avg. Ret : -556.9391415124247
Iteration [  82  ]
Obj. val : -46.104137572528806, Avg. Ret : -600.9255165029956
Iteration [  83  ]
Obj. val : -54.297504923841714, Avg. Ret : -284.64797057597644
Iteration [  84  ]
Obj. val : -50.69728410129948, Avg. Ret : -540.5809993847836
Iteration [  85  ]
Obj. val : -27.21645968529757, Avg. Ret : -503.77463028928054
Iteration [  86  ]
Obj. val : -96.50717937832607, Avg. Ret : -283.1412661034941
Iteration [  87  ]
Obj. val : -47.050588718449575, Avg. Ret : -558.0340274626133
Iteration [  88  ]
Obj. val : -32.934801354641905, Avg. Ret : -557.9711658559623
Iteration [  89  ]
Obj. val : -44.737970803856356, Avg. Ret : -257.12534968540285
Iteration [  90  ]
Obj. val : -78.09460214486514, Avg. Ret : -539.3780117911632
Iteration [  91  ]
Obj. val : -46.83055244588766, Avg. Ret : -554.8528184734155
Iteration [  92  ]
Obj. val : -69.31503899715042, Avg. Ret : -286.46140054458795
Iteration [  93  ]
Obj. val : -48.85965382232659, Avg. Ret : -621.2025378303566
Iteration [  94  ]
Obj. val : -48.40438758757068, Avg. Ret : -553.043655678103
Iteration [  95  ]
Obj. val : -4.28809506933419, Avg. Ret : -255.84312660161947
Iteration [  96  ]
Obj. val : -44.3514484942445, Avg. Ret : -528.548574646806
Iteration [  97  ]
Obj. val : -42.91939589396211, Avg. Ret : -600.9775053688868
Iteration [  98  ]
Obj. val : -70.78309152601058, Avg. Ret : -302.7334146111793
Iteration [  99  ]
Obj. val : -44.69531297705232, Avg. Ret : -493.57345188035396
checkpoint for objective values, iteration: 100. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_1.csv
checkpoint for avg return values, iteration: 100. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_1.csv
Iteration [  100  ]
Obj. val : -67.04987849453231, Avg. Ret : -541.8798650799831
Iteration [  101  ]
Obj. val : -90.87836425967073, Avg. Ret : -286.13783159314045
Iteration [  102  ]
Obj. val : -86.35717096881099, Avg. Ret : -548.64647787661
Iteration [  103  ]
Obj. val : -30.467043898130342, Avg. Ret : -507.92425616056966
Iteration [  104  ]
Obj. val : -117.60051457976536, Avg. Ret : -330.4437974982634
Iteration [  105  ]
Obj. val : -173.91489136120035, Avg. Ret : -473.0757106978192
Iteration [  106  ]
Obj. val : -44.127278175727284, Avg. Ret : -490.7529864128997
Iteration [  107  ]
Obj. val : -77.97599837906702, Avg. Ret : -290.2684631204142
Iteration [  108  ]
Obj. val : -86.03714360683458, Avg. Ret : -467.6306938049622
Iteration [  109  ]
Obj. val : -113.7051809916701, Avg. Ret : -561.6012181918165
Iteration [  110  ]
Obj. val : -44.3416138041532, Avg. Ret : -309.9244863703067
Iteration [  111  ]
Obj. val : -98.25492815537788, Avg. Ret : -468.459041053717
Iteration [  112  ]
Obj. val : 19.299560559862854, Avg. Ret : -517.8873455213769
Iteration [  113  ]
Obj. val : -75.11009961953312, Avg. Ret : -282.25884929955754
Iteration [  114  ]
Obj. val : -37.43580835255898, Avg. Ret : -491.83993913275697
Iteration [  115  ]
Obj. val : -105.70798282362, Avg. Ret : -475.8139772369825
Iteration [  116  ]
Obj. val : -49.068205804365434, Avg. Ret : -282.1987305115614
Iteration [  117  ]
Obj. val : -25.135996660073047, Avg. Ret : -577.3769346171612
Iteration [  118  ]
Obj. val : -66.4014605040148, Avg. Ret : -516.8707014914659
Iteration [  119  ]
Obj. val : -148.3911339729396, Avg. Ret : -319.92632275147866
Iteration [  120  ]
Obj. val : -80.52877176283005, Avg. Ret : -534.8801194407514
Iteration [  121  ]
Obj. val : -99.72194042542414, Avg. Ret : -440.70354790674224
Iteration [  122  ]
Obj. val : -56.38858783145125, Avg. Ret : -311.8987923478221
Iteration [  123  ]
Obj. val : -41.67414546467717, Avg. Ret : -513.8851482628214
Iteration [  124  ]
Obj. val : -68.28141540056347, Avg. Ret : -542.6716432043091
Iteration [  125  ]
Obj. val : -61.587438288428274, Avg. Ret : -320.268031089002
Iteration [  126  ]
Obj. val : -128.13328641582305, Avg. Ret : -552.5220911085777
Iteration [  127  ]
Obj. val : -71.2352400911469, Avg. Ret : -531.2496380478284
Iteration [  128  ]
Obj. val : -33.22470485844629, Avg. Ret : -323.99181755363935
Iteration [  129  ]
Obj. val : -66.48948176163007, Avg. Ret : -525.732595136065
Iteration [  130  ]
Obj. val : -89.3817168519576, Avg. Ret : -497.76842257266503
Iteration [  131  ]
Obj. val : -52.54974760177974, Avg. Ret : -320.13519793064717
Iteration [  132  ]
Obj. val : -67.3155332754594, Avg. Ret : -522.6853440840509
Iteration [  133  ]
Obj. val : -88.49984905165475, Avg. Ret : -532.4408171256786
Iteration [  134  ]
Obj. val : -53.992191915981635, Avg. Ret : -357.6143854229594
Iteration [  135  ]
Obj. val : -62.39078410482144, Avg. Ret : -512.6891702158816
Iteration [  136  ]
Obj. val : -107.51662875819022, Avg. Ret : -469.62917631282704
Iteration [  137  ]
Obj. val : -25.236682836353957, Avg. Ret : -343.80444244775606
Iteration [  138  ]
Obj. val : -69.36093858726532, Avg. Ret : -513.4269283584237
Iteration [  139  ]
Obj. val : -64.09797189226153, Avg. Ret : -501.17534109190274
Iteration [  140  ]
Obj. val : -45.85544499279669, Avg. Ret : -300.0986128543514
Iteration [  141  ]
Obj. val : -75.32008026889062, Avg. Ret : -477.328102037197
Iteration [  142  ]
Obj. val : -62.45307048460471, Avg. Ret : -530.3124778831378
Iteration [  143  ]
Obj. val : -181.6444895168974, Avg. Ret : -284.09791314677744
Iteration [  144  ]
Obj. val : -156.3779823956014, Avg. Ret : -505.25637023566645
Iteration [  145  ]
Obj. val : -58.196297934081755, Avg. Ret : -530.301015753192
Iteration [  146  ]
Obj. val : -92.90702765344079, Avg. Ret : -350.24012020883674
Iteration [  147  ]
Obj. val : -153.85216429649466, Avg. Ret : -551.2957842495022
Iteration [  148  ]
Obj. val : -103.10429897588233, Avg. Ret : -550.2313572912581
Iteration [  149  ]
Obj. val : -89.12576028551705, Avg. Ret : -309.06065160718924
Iteration [  150  ]
Obj. val : -47.49048351258912, Avg. Ret : -580.521086818413
Iteration [  151  ]
Obj. val : -62.95476302974083, Avg. Ret : -550.3390249612231
Iteration [  152  ]
Obj. val : -121.14226337068558, Avg. Ret : -330.3389509299769
Iteration [  153  ]
Obj. val : -84.21860832904673, Avg. Ret : -505.2560217685552
Iteration [  154  ]
Obj. val : -83.18568703728337, Avg. Ret : -552.9576435262721
Iteration [  155  ]
Obj. val : -79.91826737499514, Avg. Ret : -334.73038860989817
Iteration [  156  ]
Obj. val : -141.83052313880546, Avg. Ret : -558.2646050424227
Iteration [  157  ]
Obj. val : -57.8071040269328, Avg. Ret : -537.4079831248212
Iteration [  158  ]
Obj. val : -75.73860103600632, Avg. Ret : -378.36226257128715
Iteration [  159  ]
Obj. val : -62.31721275993409, Avg. Ret : -538.6536991721664
Iteration [  160  ]
Obj. val : -116.22093000337071, Avg. Ret : -531.1601534548009
Iteration [  161  ]
Obj. val : -84.24612268063251, Avg. Ret : -341.2116066972351
Iteration [  162  ]
Obj. val : -20.379386337429878, Avg. Ret : -594.7915352971137
Iteration [  163  ]
Obj. val : -39.37253951002818, Avg. Ret : -523.5570582418327
Iteration [  164  ]
Obj. val : -69.11790724916084, Avg. Ret : -316.46151950804546
Iteration [  165  ]
Obj. val : -50.184014593742575, Avg. Ret : -543.3010077867199
Iteration [  166  ]
Obj. val : -71.57609729164899, Avg. Ret : -530.9745843761045
Iteration [  167  ]
Obj. val : -42.430514474603584, Avg. Ret : -346.03628364194367
Iteration [  168  ]
Obj. val : -86.28935412791229, Avg. Ret : -453.40367146604495
Iteration [  169  ]
Obj. val : -166.84476029966027, Avg. Ret : -521.9640101059638
Iteration [  170  ]
Obj. val : -158.22388753856788, Avg. Ret : -342.82155824520277
Iteration [  171  ]
Obj. val : -83.82395798731363, Avg. Ret : -491.4196083922681
Iteration [  172  ]
Obj. val : -84.85209105083499, Avg. Ret : -594.5980719256786
Iteration [  173  ]
Obj. val : -102.35471550576398, Avg. Ret : -338.70452226457695
Iteration [  174  ]
Obj. val : -70.15863462440055, Avg. Ret : -553.2985605939516
Iteration [  175  ]
Obj. val : -80.24181231925738, Avg. Ret : -578.3839998147319
Iteration [  176  ]
Obj. val : -66.78572010762662, Avg. Ret : -339.87290486302163
Iteration [  177  ]
Obj. val : -59.31332170566039, Avg. Ret : -564.1710016267947
Iteration [  178  ]
Obj. val : -51.61950324758759, Avg. Ret : -561.7524027111061
Iteration [  179  ]
Obj. val : -74.95922549601262, Avg. Ret : -337.59413367341057
Iteration [  180  ]
Obj. val : -117.06512367411173, Avg. Ret : -506.41788400567094
Iteration [  181  ]
Obj. val : -130.00276389838703, Avg. Ret : -544.8899732067792
Iteration [  182  ]
Obj. val : -72.64404372510126, Avg. Ret : -323.46109088149586
Iteration [  183  ]
Obj. val : -72.32503483476029, Avg. Ret : -504.7721731807831
Iteration [  184  ]
Obj. val : -77.08488802719788, Avg. Ret : -565.5685250681206
Iteration [  185  ]
Obj. val : -67.02730416494545, Avg. Ret : -354.12860337999825
Iteration [  186  ]
Obj. val : -55.614832207735816, Avg. Ret : -515.8583172203512
Iteration [  187  ]
Obj. val : -81.5151575587318, Avg. Ret : -560.1323785233626
Iteration [  188  ]
Obj. val : -48.53486915146718, Avg. Ret : -377.0641689106588
Iteration [  189  ]
Obj. val : -79.57248262085521, Avg. Ret : -513.2494897008937
Iteration [  190  ]
Obj. val : -102.04855130308209, Avg. Ret : -480.8980170617275
Iteration [  191  ]
Obj. val : -19.9450989658364, Avg. Ret : -317.24917541985184
Iteration [  192  ]
Obj. val : -59.47457097061074, Avg. Ret : -513.2424291790466
Iteration [  193  ]
Obj. val : -49.38934695735312, Avg. Ret : -544.522492747658
Iteration [  194  ]
Obj. val : -124.13759269648058, Avg. Ret : -362.09851164140576
Iteration [  195  ]
Obj. val : -56.92055631308901, Avg. Ret : -570.0646178451478
Iteration [  196  ]
Obj. val : -68.52279044966743, Avg. Ret : -524.5757002568273
Iteration [  197  ]
Obj. val : -81.97227145089823, Avg. Ret : -437.6525462347399
Iteration [  198  ]
Obj. val : -21.41345413923427, Avg. Ret : -465.5566104504152
Iteration [  199  ]
Obj. val : -44.768002100973895, Avg. Ret : -542.134003304882
checkpoint for objective values, iteration: 200. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_1.csv
checkpoint for avg return values, iteration: 200. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_1.csv
Iteration [  200  ]
Obj. val : -89.62293015961836, Avg. Ret : -424.4586648918833
Iteration [  201  ]
Obj. val : -67.0549556631545, Avg. Ret : -518.0269990383852
Iteration [  202  ]
Obj. val : -64.27326575964246, Avg. Ret : -572.7217600366506
Iteration [  203  ]
Obj. val : -80.75641798532743, Avg. Ret : -396.5508641321922
Iteration [  204  ]
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Obj. val : -71.03976713543008, Avg. Ret : -400.9355536038296
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Obj. val : -113.50219459433423, Avg. Ret : -504.64152148970936
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Obj. val : -106.1492807715087, Avg. Ret : -375.16900758965335
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Obj. val : -32.33802666138248, Avg. Ret : -589.6822859198207
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Obj. val : -50.36387227199129, Avg. Ret : -477.5985498458218
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Obj. val : -20.03657300753363, Avg. Ret : -442.1408097728226
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Obj. val : -38.462511244821314, Avg. Ret : -502.37782907408456
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Obj. val : -66.74712725934617, Avg. Ret : -556.3091479313003
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Obj. val : -37.912075333579416, Avg. Ret : -466.4179364427938
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Obj. val : -48.32995638671691, Avg. Ret : -500.0052378564042
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Obj. val : -136.1597924262665, Avg. Ret : -505.6938979880258
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Obj. val : -53.39425152434574, Avg. Ret : -437.80258452639094
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Obj. val : -84.43189466925982, Avg. Ret : -494.4946280903033
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Obj. val : -88.77388617507289, Avg. Ret : -558.4631872298306
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Obj. val : -70.77049015196704, Avg. Ret : -471.3136261519359
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Obj. val : -98.95690403051705, Avg. Ret : -449.22485494570606
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Obj. val : -61.118182753929574, Avg. Ret : -474.0633825534711
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Obj. val : -80.21684406501048, Avg. Ret : -425.2213466375942
checkpoint for objective values, iteration: 300. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_1.csv
checkpoint for avg return values, iteration: 300. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_1.csv
Iteration [  300  ]
Obj. val : -106.38693877209391, Avg. Ret : -542.0161654941012
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Obj. val : -71.47590902357364, Avg. Ret : -504.549729672378
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Obj. val : -68.47841385281703, Avg. Ret : -397.60713444357845
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Obj. val : -74.7975970225596, Avg. Ret : -515.1206318728011
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Obj. val : -37.61259668179272, Avg. Ret : -460.05886900888567
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Obj. val : -67.2189102865888, Avg. Ret : -440.40295315631784
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Obj. val : -92.2433571766786, Avg. Ret : -587.2552730330633
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Obj. val : -59.78605142276934, Avg. Ret : -506.99957300876986
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Obj. val : -0.6237934325058063, Avg. Ret : -427.30219917205926
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Obj. val : -78.77172300881304, Avg. Ret : -528.5802541986407
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Obj. val : -73.2674235218195, Avg. Ret : -525.6713509021863
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Obj. val : -78.06537269268588, Avg. Ret : -420.290338694628
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Obj. val : -51.25707274238749, Avg. Ret : -540.7164988990467
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Obj. val : -60.42775036436765, Avg. Ret : -498.3666872018792
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Obj. val : -58.652639010858316, Avg. Ret : -424.21000764473104
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Obj. val : -24.933238868144407, Avg. Ret : -535.715373322313
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Obj. val : -25.90527140515653, Avg. Ret : -486.8546820941336
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Obj. val : -58.23679170017014, Avg. Ret : -444.6561845728733
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Obj. val : -56.17023540565674, Avg. Ret : -494.5465025972829
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Obj. val : -64.5932719517111, Avg. Ret : -513.0050702867683
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Obj. val : -37.41506760488056, Avg. Ret : -398.17819062728375
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Obj. val : -30.455577398001488, Avg. Ret : -550.7084639185547
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Obj. val : -52.326939892829515, Avg. Ret : -537.1626101313542
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Obj. val : -51.0566520060751, Avg. Ret : -376.42509429513905
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Obj. val : -42.29986357952384, Avg. Ret : -527.9498954205503
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Obj. val : -73.23736412262132, Avg. Ret : -455.0786294310087
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Obj. val : -70.16352150561866, Avg. Ret : -426.71408537934593
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Obj. val : -55.29786684551762, Avg. Ret : -504.2777622450124
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Obj. val : -28.910228955948114, Avg. Ret : -579.0339246053472
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Obj. val : -43.08093953885602, Avg. Ret : -386.79542152131734
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Obj. val : -8.096427071230679, Avg. Ret : -539.8655923992578
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Obj. val : -29.741972727305253, Avg. Ret : -521.5745780993151
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Obj. val : -48.35660826748975, Avg. Ret : -465.1667358007352
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Obj. val : -29.439477610974905, Avg. Ret : -454.31573688430916
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Obj. val : -53.50595910254244, Avg. Ret : -500.8784452717199
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Obj. val : -69.97894535621901, Avg. Ret : -408.40718288929156
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Obj. val : -43.80377148011465, Avg. Ret : -504.30148610059604
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Obj. val : -77.22950671627555, Avg. Ret : -481.2589974915387
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Obj. val : -69.02665836807535, Avg. Ret : -419.0320743084466
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Obj. val : -51.4237086875242, Avg. Ret : -493.2624284278375
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Obj. val : -19.140761292293874, Avg. Ret : -467.1507340868757
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Obj. val : -35.67497010904557, Avg. Ret : -455.07706683005983
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Obj. val : -54.72309968800286, Avg. Ret : -474.94873764529785
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Obj. val : -55.01226869704577, Avg. Ret : -536.3346887419285
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Obj. val : -52.88671389961767, Avg. Ret : -441.11540901978407
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Obj. val : -13.93412924554432, Avg. Ret : -536.2914590730236
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Obj. val : -40.383717044264856, Avg. Ret : -488.39532619489125
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Obj. val : -14.730730277734608, Avg. Ret : -455.68550966890484
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Obj. val : -30.27761974351179, Avg. Ret : -496.00573492546374
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Obj. val : -117.22259164892, Avg. Ret : -502.24030742237716
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Obj. val : -36.344955970983804, Avg. Ret : -522.5180104159532
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Obj. val : -39.334324657504226, Avg. Ret : -541.542733585205
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Obj. val : -47.33061566970946, Avg. Ret : -475.843429048741
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Obj. val : -51.411863476845475, Avg. Ret : -391.3114689495471
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Obj. val : -36.292699104904386, Avg. Ret : -532.6129937165467
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Obj. val : -44.5273581931847, Avg. Ret : -458.80536654583887
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Obj. val : -34.35798354217888, Avg. Ret : -546.636272562334
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Obj. val : -15.63360345749961, Avg. Ret : -503.1626003710711
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Obj. val : -33.69597413090754, Avg. Ret : -525.6130152180505
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Obj. val : -67.1171189701309, Avg. Ret : -486.701337630953
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Obj. val : -52.01117615910182, Avg. Ret : -534.4727260479427
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Obj. val : -43.186567866554626, Avg. Ret : -519.42874826048
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Obj. val : -57.457016663868686, Avg. Ret : -428.0591834293264
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Obj. val : -80.2838586919223, Avg. Ret : -509.7079326098146
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Obj. val : -61.05661158677022, Avg. Ret : -471.0016382436942
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Obj. val : -41.55847145167832, Avg. Ret : -527.0503934627853
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Obj. val : -47.06307002308169, Avg. Ret : -489.41814072482657
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Obj. val : -55.47206987921401, Avg. Ret : -468.88219821453606
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Obj. val : -29.33552698696813, Avg. Ret : -471.7732312861564
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Obj. val : -63.44807280188178, Avg. Ret : -471.42998737528137
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Obj. val : 9.415306568995916, Avg. Ret : -523.576614742666
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Obj. val : -100.92838690342055, Avg. Ret : -483.80764398110665
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Obj. val : -40.09928870800484, Avg. Ret : -482.2314947440276
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Obj. val : -37.283483911454866, Avg. Ret : -471.65679943879803
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Obj. val : -65.03074118730294, Avg. Ret : -421.0548975669982
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Obj. val : -52.43288733555895, Avg. Ret : -501.07029061444996
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Obj. val : -16.250828995403985, Avg. Ret : -529.7065255462942
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Obj. val : -25.65723144561655, Avg. Ret : -481.92259839761704
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Obj. val : -51.04955313117337, Avg. Ret : -513.5665231160391
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Obj. val : -36.22780683570527, Avg. Ret : -480.63704931812106
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Obj. val : -32.28161740284314, Avg. Ret : -445.118621189986
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Obj. val : -61.88125823395278, Avg. Ret : -473.54086550711975
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Obj. val : -19.699344283522827, Avg. Ret : -488.592234345452
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Obj. val : -5.5579702358271845, Avg. Ret : -462.2225812803003
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Obj. val : -19.906538818823805, Avg. Ret : -461.2602866785981
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Obj. val : -63.10197358698176, Avg. Ret : -446.80670983399096
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Obj. val : -72.59999151391656, Avg. Ret : -470.9363380237522
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Obj. val : -23.73896250763988, Avg. Ret : -506.07098548409516
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Obj. val : -28.351736925713325, Avg. Ret : -506.53339676033266
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Obj. val : -27.608269222590966, Avg. Ret : -489.8780043865916
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Obj. val : -97.86052039232013, Avg. Ret : -536.9374208578257
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Obj. val : -54.49068030086243, Avg. Ret : -530.4889913100486
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Obj. val : -57.660814502266845, Avg. Ret : -443.9415777561455
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Obj. val : -42.93598552772863, Avg. Ret : -510.5707934556608
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Obj. val : -60.88293939247968, Avg. Ret : -493.2467555494431
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Obj. val : -21.97871238666839, Avg. Ret : -454.0205735619513
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Obj. val : -70.52698046660143, Avg. Ret : -527.1038297643139
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Obj. val : -32.94562689194047, Avg. Ret : -522.6723318386585
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Obj. val : -46.50360312458903, Avg. Ret : -509.1720109754262
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Obj. val : -30.271510890428168, Avg. Ret : -490.6698293832103
checkpoint for objective values, iteration: 400. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_1.csv
checkpoint for avg return values, iteration: 400. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_1.csv
Iteration [  400  ]
Obj. val : -37.37533997519553, Avg. Ret : -483.25704817999144
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Obj. val : -87.6453831092596, Avg. Ret : -519.5526493573057
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Obj. val : -33.953944917106824, Avg. Ret : -547.7801101350991
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Obj. val : -65.05364520435491, Avg. Ret : -522.7082778958104
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Obj. val : -48.01302370689055, Avg. Ret : -455.7662916931647
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Obj. val : -27.4411541565902, Avg. Ret : -495.07901755858387
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Obj. val : -60.66147571524434, Avg. Ret : -540.5061101432814
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Obj. val : -37.14648589578942, Avg. Ret : -525.1178533652509
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Obj. val : -18.522758475142837, Avg. Ret : -560.9169588496167
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Obj. val : -58.95163030548007, Avg. Ret : -548.1324899908453
Iteration [  410  ]
Obj. val : -50.52200293753659, Avg. Ret : -395.7856422543817
Iteration [  411  ]
Obj. val : -9.457252266226789, Avg. Ret : -555.1597702292322
Iteration [  412  ]
Obj. val : -52.10493882613258, Avg. Ret : -564.3285873632755
Iteration [  413  ]
Obj. val : -75.53865298663185, Avg. Ret : -488.7333901137629
Iteration [  414  ]
Obj. val : -64.99523292795905, Avg. Ret : -570.5504684477809
Iteration [  415  ]
Obj. val : -18.614348656119788, Avg. Ret : -514.6348048968288
Iteration [  416  ]
Obj. val : -63.94078755600672, Avg. Ret : -470.5003835744339
Iteration [  417  ]
Obj. val : -31.713392776790492, Avg. Ret : -548.436659037825
Iteration [  418  ]
Obj. val : -57.099840794542885, Avg. Ret : -562.8071430751921
Iteration [  419  ]
Obj. val : -47.86422037385301, Avg. Ret : -453.4695121597274
Iteration [  420  ]
Obj. val : -47.1070552086335, Avg. Ret : -571.9275014014652
Iteration [  421  ]
Obj. val : 3.9223021496456525, Avg. Ret : -563.9680984647222
Iteration [  422  ]
Obj. val : -51.12729385730286, Avg. Ret : -518.3198177494068
Iteration [  423  ]
Obj. val : -9.533191481710887, Avg. Ret : -498.9952938369625
Iteration [  424  ]
Obj. val : -33.698363828608514, Avg. Ret : -549.8349464220331
Iteration [  425  ]
Obj. val : -47.453302644614205, Avg. Ret : -448.67666773789375
Iteration [  426  ]
Obj. val : -29.281936451061796, Avg. Ret : -470.1163947365023
Iteration [  427  ]
Obj. val : -30.933944277728013, Avg. Ret : -472.7781699230314
Iteration [  428  ]
Obj. val : -19.735292897934542, Avg. Ret : -433.8913392162467
Iteration [  429  ]
Obj. val : -39.09115547670709, Avg. Ret : -470.18491155448356
Iteration [  430  ]
Obj. val : -37.49607410360056, Avg. Ret : -538.0974340048471
Iteration [  431  ]
Obj. val : 5.1969277623892935, Avg. Ret : -473.16339407646956
Iteration [  432  ]
Obj. val : -40.058282326938745, Avg. Ret : -545.7834644556307
Iteration [  433  ]
Obj. val : -74.44586800997985, Avg. Ret : -481.88415674155874
Iteration [  434  ]
Obj. val : -12.877662409357413, Avg. Ret : -472.19240235397984
Iteration [  435  ]
Obj. val : -49.208516917866476, Avg. Ret : -527.9453956869203
Iteration [  436  ]
Obj. val : -20.279568331938755, Avg. Ret : -467.1152200955115
Iteration [  437  ]
Obj. val : 11.603714887100729, Avg. Ret : -480.7495037342139
Iteration [  438  ]
Obj. val : -44.41940742071073, Avg. Ret : -516.8845032918239
Iteration [  439  ]
Obj. val : -8.274620627349194, Avg. Ret : -495.8796617811751
Iteration [  440  ]
Obj. val : -30.523279062531437, Avg. Ret : -463.4169930750793
Iteration [  441  ]
Obj. val : -62.07571020460836, Avg. Ret : -515.4596262265959
Iteration [  442  ]
Obj. val : -2.8906103838461092, Avg. Ret : -453.3967466078022
Iteration [  443  ]
Obj. val : -52.57237901541047, Avg. Ret : -546.6829221512518
Iteration [  444  ]
Obj. val : -29.11405470355394, Avg. Ret : -545.514899964269
Iteration [  445  ]
Obj. val : -17.685615898757263, Avg. Ret : -494.75616862753094
Iteration [  446  ]
Obj. val : 14.14750958206291, Avg. Ret : -481.40963380397443
Iteration [  447  ]
Obj. val : -46.98239176629667, Avg. Ret : -521.403161799582
Iteration [  448  ]
Obj. val : -30.322552150613433, Avg. Ret : -451.9606604144172
Iteration [  449  ]
Obj. val : -13.637293909286733, Avg. Ret : -518.8972979712703
Iteration [  450  ]
Obj. val : -49.48148201331262, Avg. Ret : -493.95966875029467
Iteration [  451  ]
Obj. val : -26.600159407592788, Avg. Ret : -527.0865004137744
Iteration [  452  ]
Obj. val : -15.444028145874832, Avg. Ret : -488.75190419901503
Iteration [  453  ]
Obj. val : -23.8505349998413, Avg. Ret : -535.2558201921619
Iteration [  454  ]
Obj. val : 3.4387146058278617, Avg. Ret : -528.6895246504346
Iteration [  455  ]
Obj. val : -21.578470347065082, Avg. Ret : -505.54649009888055
Iteration [  456  ]
Obj. val : -15.789152417188149, Avg. Ret : -454.66401127162055
Iteration [  457  ]
Obj. val : -37.29722279454744, Avg. Ret : -493.9061426869999
Iteration [  458  ]
Obj. val : -51.43105406502521, Avg. Ret : -466.70811125303777
Iteration [  459  ]
Obj. val : -45.93869581060984, Avg. Ret : -482.2947459919105
Iteration [  460  ]
Obj. val : -53.572531270374256, Avg. Ret : -523.3557226366718
Iteration [  461  ]
Obj. val : -39.007647617272475, Avg. Ret : -493.014001695404
Iteration [  462  ]
Obj. val : -42.609169076303644, Avg. Ret : -509.9060042231117
Iteration [  463  ]
Obj. val : -49.287585489464256, Avg. Ret : -474.68764335057756
Iteration [  464  ]
Obj. val : -72.35591165713988, Avg. Ret : -428.5992921057217
Iteration [  465  ]
Obj. val : -64.37361797934022, Avg. Ret : -486.92948509603747
Iteration [  466  ]
Obj. val : -77.03128774315927, Avg. Ret : -513.3867168805447
Iteration [  467  ]
Obj. val : -75.06239738557217, Avg. Ret : -481.38262252152947
Iteration [  468  ]
Obj. val : -55.544653564113545, Avg. Ret : -497.25232957948975
Iteration [  469  ]
Obj. val : -59.97237506461696, Avg. Ret : -449.0911868719748
Iteration [  470  ]
Obj. val : -37.27848961526729, Avg. Ret : -473.2844712743658
Iteration [  471  ]
Obj. val : -47.96142095138657, Avg. Ret : -507.42844666828023
Iteration [  472  ]
Obj. val : -19.131043281362274, Avg. Ret : -550.4126320949736
Iteration [  473  ]
Obj. val : -28.88207175720266, Avg. Ret : -523.1788829046903
Iteration [  474  ]
Obj. val : -20.241937296672713, Avg. Ret : -520.4468982263975
Iteration [  475  ]
Obj. val : -52.944147590410594, Avg. Ret : -531.8376493967869
Iteration [  476  ]
Obj. val : -55.13712012256777, Avg. Ret : -488.6451750850827
Iteration [  477  ]
Obj. val : -49.193413057128055, Avg. Ret : -553.4121404663006
Iteration [  478  ]
Obj. val : -39.65965466565958, Avg. Ret : -509.49715734951883
Iteration [  479  ]
Obj. val : -46.58375237388135, Avg. Ret : -478.91194468260494
Iteration [  480  ]
Obj. val : -38.70350753087185, Avg. Ret : -441.6101979139345
Iteration [  481  ]
Obj. val : -26.460227395133767, Avg. Ret : -500.6139478020179
Iteration [  482  ]
Obj. val : -47.106494533603346, Avg. Ret : -494.0049977848012
Iteration [  483  ]
Obj. val : -42.160723302004854, Avg. Ret : -491.40384708496543
Iteration [  484  ]
Obj. val : -30.43023462020262, Avg. Ret : -537.9861623702118
Iteration [  485  ]
Obj. val : -37.512950857636866, Avg. Ret : -534.0754959310061
Iteration [  486  ]
Obj. val : -66.4368961330834, Avg. Ret : -468.1795140166498
Iteration [  487  ]
Obj. val : 18.084110479478, Avg. Ret : -527.0305390397451
Iteration [  488  ]
Obj. val : -63.150825904408734, Avg. Ret : -478.559162460421
Iteration [  489  ]
Obj. val : -73.02129025456786, Avg. Ret : -490.4641726150085
Iteration [  490  ]
Obj. val : -41.87411758012135, Avg. Ret : -445.427362173604
Iteration [  491  ]
Obj. val : -58.37290606314804, Avg. Ret : -481.0827913627838
Iteration [  492  ]
Obj. val : -71.48219760636385, Avg. Ret : -536.0750124216979
Iteration [  493  ]
Obj. val : -78.84923610969167, Avg. Ret : -473.70635998989195
Iteration [  494  ]
Obj. val : -53.4182845365778, Avg. Ret : -495.3000782753784
Iteration [  495  ]
Obj. val : 2.022726083298039, Avg. Ret : -486.3926812760621
Iteration [  496  ]
Obj. val : -54.09261535015755, Avg. Ret : -474.13117908509145
Iteration [  497  ]
Obj. val : -40.548567506205664, Avg. Ret : -461.04364207265337
Iteration [  498  ]
Obj. val : -41.512575616282774, Avg. Ret : -478.76784284848924
Iteration [  499  ]
Obj. val : -81.66423832493308, Avg. Ret : -496.23037871103463
checkpoint for objective values, iteration: 500. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_1.csv
checkpoint for objective values, iteration: 500. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_1.csv
batch = 2
inside iterator
Iteration [  0  ]
Obj. val : -30.103151855297654, Avg. Ret : -597.6873037873604
Iteration [  1  ]
Obj. val : -9.122142264787925, Avg. Ret : -565.2125964825077
Iteration [  2  ]
Obj. val : -37.33516230896306, Avg. Ret : -614.1714606286988
Iteration [  3  ]
Obj. val : -17.686877825406565, Avg. Ret : -511.67561876339926
Iteration [  4  ]
Obj. val : -58.54770130953202, Avg. Ret : -568.7205215684965
Iteration [  5  ]
Obj. val : -20.201340881056005, Avg. Ret : -613.6882202495216
Iteration [  6  ]
Obj. val : -27.857729858611943, Avg. Ret : -527.8861826055751
Iteration [  7  ]
Obj. val : -26.020463125290114, Avg. Ret : -572.2627783169476
Iteration [  8  ]
Obj. val : -27.726203227473363, Avg. Ret : -535.4077931104644
Iteration [  9  ]
Obj. val : -26.815746199763787, Avg. Ret : -548.080906581262
Iteration [  10  ]
Obj. val : -61.80332208802372, Avg. Ret : -622.1195568896528
Iteration [  11  ]
Obj. val : 5.320084359004426, Avg. Ret : -548.3530854858219
Iteration [  12  ]
Obj. val : -28.97727237631671, Avg. Ret : -601.7296128979408
Iteration [  13  ]
Obj. val : -17.19535775744089, Avg. Ret : -561.7165108018439
Iteration [  14  ]
Obj. val : 7.420470298709809, Avg. Ret : -522.0133854882769
Iteration [  15  ]
Obj. val : -32.33366269139567, Avg. Ret : -530.526139391494
Iteration [  16  ]
Obj. val : -14.460576221072486, Avg. Ret : -525.7329860693984
Iteration [  17  ]
Obj. val : -27.469438389325905, Avg. Ret : -575.310059495527
Iteration [  18  ]
Obj. val : -60.90859118143794, Avg. Ret : -561.9930663311592
Iteration [  19  ]
Obj. val : -45.00767234219565, Avg. Ret : -545.2296044376594
Iteration [  20  ]
Obj. val : -4.5082020706644315, Avg. Ret : -622.2945477935824
Iteration [  21  ]
Obj. val : -31.47017439364963, Avg. Ret : -613.6069188234848
Iteration [  22  ]
Obj. val : -39.57345281683929, Avg. Ret : -575.367196128925
Iteration [  23  ]
Obj. val : -64.35550474962832, Avg. Ret : -517.4718710006069
Iteration [  24  ]
Obj. val : -35.96948215456916, Avg. Ret : -672.9647874732807
Iteration [  25  ]
Obj. val : -66.73059265247184, Avg. Ret : -668.4479620796375
Iteration [  26  ]
Obj. val : -58.246194394735795, Avg. Ret : -614.5329519268078
Iteration [  27  ]
Obj. val : -24.96298869812854, Avg. Ret : -614.0050869904302
Iteration [  28  ]
Obj. val : -53.15633541230694, Avg. Ret : -293.5856552103981
Iteration [  29  ]
Obj. val : -98.3867010429839, Avg. Ret : -1024.29327863568
Iteration [  30  ]
Obj. val : -6.01457636468038, Avg. Ret : -655.5576668856428
Iteration [  31  ]
Obj. val : -48.055996656048336, Avg. Ret : -494.6418375135029
Iteration [  32  ]
Obj. val : -30.73968942014657, Avg. Ret : -419.4065694536959
Iteration [  33  ]
Obj. val : -71.64472630888216, Avg. Ret : -603.1805504147211
Iteration [  34  ]
Obj. val : -27.531289249887873, Avg. Ret : -644.5508847706298
Iteration [  35  ]
Obj. val : -34.42905855036306, Avg. Ret : -422.936703916512
Iteration [  36  ]
Obj. val : -39.499212128618545, Avg. Ret : -762.9161293204456
Iteration [  37  ]
Obj. val : -71.50772185326795, Avg. Ret : -566.5728103232369
Iteration [  38  ]
Obj. val : -48.983700710269396, Avg. Ret : -685.1858904514828
Iteration [  39  ]
Obj. val : -4.9062302684668, Avg. Ret : -462.38752164818504
Iteration [  40  ]
Obj. val : -62.98622977171526, Avg. Ret : -566.7338108323556
Iteration [  41  ]
Obj. val : -42.948544492363666, Avg. Ret : -556.4273099492013
Iteration [  42  ]
Obj. val : -50.751532910921185, Avg. Ret : -422.0525011448019
Iteration [  43  ]
Obj. val : -57.82011396754001, Avg. Ret : -662.5897829516031
Iteration [  44  ]
Obj. val : -62.27862356504081, Avg. Ret : -250.5654028538251
Iteration [  45  ]
Obj. val : -41.31519673910593, Avg. Ret : -550.9615820039181
Iteration [  46  ]
Obj. val : -44.52298129443565, Avg. Ret : -533.2166163519177
Iteration [  47  ]
Obj. val : -40.23613612549388, Avg. Ret : -252.30716253304388
Iteration [  48  ]
Obj. val : -72.27291081160195, Avg. Ret : -559.0908220308843
Iteration [  49  ]
Obj. val : -41.524516350246415, Avg. Ret : -641.565503778959
Iteration [  50  ]
Obj. val : -40.47099643617767, Avg. Ret : -257.0432885200187
Iteration [  51  ]
Obj. val : -61.30748510013376, Avg. Ret : -533.211898586761
Iteration [  52  ]
Obj. val : -92.49328399704623, Avg. Ret : -504.38208347486244
Iteration [  53  ]
Obj. val : -102.4387600999732, Avg. Ret : -246.82331629167368
Iteration [  54  ]
Obj. val : -24.79107771541606, Avg. Ret : -566.9780635276938
Iteration [  55  ]
Obj. val : -8.422626817877934, Avg. Ret : -528.7132303269393
Iteration [  56  ]
Obj. val : -37.88358438767965, Avg. Ret : -301.39167529261084
Iteration [  57  ]
Obj. val : -21.22928459950301, Avg. Ret : -570.6330863759102
Iteration [  58  ]
Obj. val : -85.20160946470045, Avg. Ret : -504.81503185271373
Iteration [  59  ]
Obj. val : -26.58695306043719, Avg. Ret : -270.4874579557306
Iteration [  60  ]
Obj. val : -27.730970661242985, Avg. Ret : -555.7521697589699
Iteration [  61  ]
Obj. val : -54.630198714428104, Avg. Ret : -529.1773513912281
Iteration [  62  ]
Obj. val : -77.30009579378265, Avg. Ret : -233.8628500133141
Iteration [  63  ]
Obj. val : -69.11291534758887, Avg. Ret : -508.79355599241217
Iteration [  64  ]
Obj. val : -59.97613011178912, Avg. Ret : -592.7872308858304
Iteration [  65  ]
Obj. val : -49.49231454467622, Avg. Ret : -300.2540877560413
Iteration [  66  ]
Obj. val : -67.78088266301181, Avg. Ret : -528.4251959371481
Iteration [  67  ]
Obj. val : -55.17114140022429, Avg. Ret : -621.8029561234923
Iteration [  68  ]
Obj. val : -146.30500531014562, Avg. Ret : -274.3937867209468
Iteration [  69  ]
Obj. val : -96.57328603858204, Avg. Ret : -582.9285940352801
Iteration [  70  ]
Obj. val : -78.3042423394796, Avg. Ret : -531.322320069899
Iteration [  71  ]
Obj. val : -96.19055347211898, Avg. Ret : -240.06501785613952
Iteration [  72  ]
Obj. val : -84.39794232441119, Avg. Ret : -586.0681735907342
Iteration [  73  ]
Obj. val : -102.36238777280568, Avg. Ret : -515.4436060914818
Iteration [  74  ]
Obj. val : -36.162862844947924, Avg. Ret : -281.6785321014346
Iteration [  75  ]
Obj. val : -92.31722084597567, Avg. Ret : -581.4400682850423
Iteration [  76  ]
Obj. val : -32.75733782594329, Avg. Ret : -484.3797736751962
Iteration [  77  ]
Obj. val : -128.14244485861, Avg. Ret : -301.4406327164368
Iteration [  78  ]
Obj. val : -95.75782278495338, Avg. Ret : -596.8257587693438
Iteration [  79  ]
Obj. val : -71.45985700024546, Avg. Ret : -579.1475937550522
Iteration [  80  ]
Obj. val : -76.1777529684438, Avg. Ret : -265.43413163547245
Iteration [  81  ]
Obj. val : -118.38045735392973, Avg. Ret : -587.5675380530448
Iteration [  82  ]
Obj. val : -133.96329727666966, Avg. Ret : -592.1535441477313
Iteration [  83  ]
Obj. val : -103.5250438992143, Avg. Ret : -287.51489285076036
Iteration [  84  ]
Obj. val : -99.44576720347106, Avg. Ret : -542.6071587247693
Iteration [  85  ]
Obj. val : -74.46093250125435, Avg. Ret : -575.7229376882676
Iteration [  86  ]
Obj. val : -105.10624116880501, Avg. Ret : -273.20990494707826
Iteration [  87  ]
Obj. val : -47.39344772062772, Avg. Ret : -590.5269242760639
Iteration [  88  ]
Obj. val : -72.10121778812145, Avg. Ret : -500.720708685498
Iteration [  89  ]
Obj. val : -89.3746960218572, Avg. Ret : -266.4283704547473
Iteration [  90  ]
Obj. val : -100.70957741870927, Avg. Ret : -620.61717377246
Iteration [  91  ]
Obj. val : -123.98973976987224, Avg. Ret : -615.2479236439685
Iteration [  92  ]
Obj. val : -127.3609353200992, Avg. Ret : -267.84068117936863
Iteration [  93  ]
Obj. val : -146.36633841672977, Avg. Ret : -549.5808881459701
Iteration [  94  ]
Obj. val : -48.053248066127935, Avg. Ret : -607.491993573941
Iteration [  95  ]
Obj. val : -22.922256887867945, Avg. Ret : -303.60708045634675
Iteration [  96  ]
Obj. val : -20.40143456614632, Avg. Ret : -567.384491810477
Iteration [  97  ]
Obj. val : -101.63487970536198, Avg. Ret : -604.035257275682
Iteration [  98  ]
Obj. val : -140.92533127291173, Avg. Ret : -303.56546903632113
Iteration [  99  ]
Obj. val : -55.17647137541536, Avg. Ret : -573.8169675068344
checkpoint for objective values, iteration: 100. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_2.csv
checkpoint for avg return values, iteration: 100. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_2.csv
Iteration [  100  ]
Obj. val : -103.353011643749, Avg. Ret : -580.5049773638945
Iteration [  101  ]
Obj. val : -105.01156873315807, Avg. Ret : -328.81592603166166
Iteration [  102  ]
Obj. val : -106.93273995405215, Avg. Ret : -567.0907629067243
Iteration [  103  ]
Obj. val : -53.038250873483605, Avg. Ret : -537.995198226707
Iteration [  104  ]
Obj. val : -5.6672100788754705, Avg. Ret : -328.84385736032533
Iteration [  105  ]
Obj. val : -152.15987362443212, Avg. Ret : -605.1690747619704
Iteration [  106  ]
Obj. val : -76.27288275655201, Avg. Ret : -608.0978938354742
Iteration [  107  ]
Obj. val : -24.538943310964967, Avg. Ret : -317.17558636545607
Iteration [  108  ]
Obj. val : -67.1973082103295, Avg. Ret : -621.2216234969117
Iteration [  109  ]
Obj. val : -55.14393013475869, Avg. Ret : -637.6014811147978
Iteration [  110  ]
Obj. val : -120.32972404035738, Avg. Ret : -341.7155330080622
Iteration [  111  ]
Obj. val : -75.42989389023094, Avg. Ret : -592.1970456295994
Iteration [  112  ]
Obj. val : -84.66395855952243, Avg. Ret : -633.694013311889
Iteration [  113  ]
Obj. val : -74.6113689264208, Avg. Ret : -357.6158612560461
Iteration [  114  ]
Obj. val : -71.6838972607873, Avg. Ret : -578.8472699775898
Iteration [  115  ]
Obj. val : -83.36752245144444, Avg. Ret : -623.0638775393996
Iteration [  116  ]
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Obj. val : -32.73930733571721, Avg. Ret : -639.2704187105494
checkpoint for objective values, iteration: 200. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_2.csv
checkpoint for avg return values, iteration: 200. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_2.csv
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Obj. val : -48.98358431959414, Avg. Ret : -418.00552457914836
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Obj. val : -51.615572846724746, Avg. Ret : -641.6060974552478
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Obj. val : 49.05010858051574, Avg. Ret : -490.2859600338254
checkpoint for objective values, iteration: 300. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_2.csv
checkpoint for avg return values, iteration: 300. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_2.csv
Iteration [  300  ]
Obj. val : -69.57327554496732, Avg. Ret : -594.5807354682709
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Obj. val : -57.74037076363607, Avg. Ret : -579.8348323135131
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Obj. val : -26.15559096353551, Avg. Ret : -565.370159962818
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Obj. val : -58.50133418759459, Avg. Ret : -561.383829982743
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Obj. val : 9.9249187865112, Avg. Ret : -616.1311948925255
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Obj. val : -7.922666456616831, Avg. Ret : -537.3304163478508
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Obj. val : -93.04718362888893, Avg. Ret : -524.464553727274
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Obj. val : -1.9073164573146215, Avg. Ret : -587.407657220405
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Obj. val : 17.45321149308387, Avg. Ret : -560.4637425787274
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Obj. val : -11.084427399760322, Avg. Ret : -479.01753561236177
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Obj. val : 16.82670482763716, Avg. Ret : -521.2954430007652
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Obj. val : -59.049135041549825, Avg. Ret : -530.5058874633254
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Obj. val : 31.9731607836406, Avg. Ret : -503.914841168563
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Obj. val : 28.028538111316657, Avg. Ret : -540.445251717068
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Obj. val : -38.38918069376092, Avg. Ret : -545.3891878278126
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Obj. val : -32.79777362179426, Avg. Ret : -515.7358019259852
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Obj. val : -33.611555529417885, Avg. Ret : -544.9152025054299
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Obj. val : 1.1974672091477032, Avg. Ret : -543.394733634943
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Obj. val : -6.067491646992195, Avg. Ret : -582.9302103743609
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Obj. val : -12.378951627485165, Avg. Ret : -569.0340763511432
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Obj. val : 10.290530649380543, Avg. Ret : -539.4578375484776
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Obj. val : -28.62465808859225, Avg. Ret : -516.5956783698879
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Obj. val : -62.177974843066366, Avg. Ret : -524.8040246634081
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Obj. val : -47.73949370976186, Avg. Ret : -547.6265618942008
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Obj. val : -65.97093510636245, Avg. Ret : -549.0662958908235
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Obj. val : 24.21515797614571, Avg. Ret : -452.5618554560458
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Obj. val : 27.419180799203104, Avg. Ret : -515.8370048229073
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Obj. val : -84.55944106779972, Avg. Ret : -526.1639177185881
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Obj. val : 25.339824177870923, Avg. Ret : -521.164790847948
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Obj. val : 29.46309164821446, Avg. Ret : -509.8209594319253
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Obj. val : -10.800335008221026, Avg. Ret : -535.9822180350917
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Obj. val : 3.863916251044806, Avg. Ret : -543.4611568613135
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Obj. val : -70.019552024066, Avg. Ret : -439.9622514654045
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Obj. val : 24.747581001595023, Avg. Ret : -490.7113513513079
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Obj. val : -27.996152483306375, Avg. Ret : -495.07495044240983
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Obj. val : -36.360566004568824, Avg. Ret : -449.96819752774377
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Obj. val : 15.620435346614869, Avg. Ret : -502.47845936633263
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Obj. val : 13.70860609858589, Avg. Ret : -473.56261386822575
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Obj. val : -53.53533058246177, Avg. Ret : -520.5682747239948
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Obj. val : -8.250119481315409, Avg. Ret : -549.9919025387162
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Obj. val : 11.45181525712239, Avg. Ret : -518.5185287642503
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Obj. val : 45.57912733795475, Avg. Ret : -572.0271211986889
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Obj. val : -8.590961976565445, Avg. Ret : -500.14044491939654
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Obj. val : -42.91210984671319, Avg. Ret : -488.31688779801567
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Obj. val : 8.102587297197097, Avg. Ret : -519.4003082354327
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Obj. val : -41.35647772312408, Avg. Ret : -522.3676616825985
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Obj. val : -51.8025229518381, Avg. Ret : -513.4352185112555
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Obj. val : -73.41560629217969, Avg. Ret : -535.3265854400207
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Obj. val : -50.30037724334488, Avg. Ret : -504.0403205612466
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Obj. val : 29.247304370742626, Avg. Ret : -475.1329393866724
Iteration [  370  ]
Obj. val : -2.3265662911719716, Avg. Ret : -527.4496493567709
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Obj. val : -0.6720538357045029, Avg. Ret : -501.8683996607635
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Obj. val : 7.8686081805911385, Avg. Ret : -495.7183147139243
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Obj. val : 20.746495066303368, Avg. Ret : -493.3253681429353
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Obj. val : 6.062317581737474, Avg. Ret : -566.9712594910601
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Obj. val : -56.16103487247136, Avg. Ret : -623.8855138788792
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Obj. val : -43.959655693457826, Avg. Ret : -475.74775510979384
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Obj. val : -58.4135014077823, Avg. Ret : -541.1027278915561
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Obj. val : 11.101943889927504, Avg. Ret : -541.2197087237062
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Obj. val : -66.21776336625582, Avg. Ret : -464.7394183589939
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Obj. val : 11.820445475963794, Avg. Ret : -506.9009983145952
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Obj. val : -51.31804239135853, Avg. Ret : -450.5395005206135
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Obj. val : 27.947127521228055, Avg. Ret : -551.8842893587457
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Obj. val : -59.23389375758758, Avg. Ret : -505.45972723840447
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Obj. val : -78.42757581510597, Avg. Ret : -439.6788160456833
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Obj. val : -2.643172629379258, Avg. Ret : -511.89338526017315
Iteration [  386  ]
Obj. val : -65.77260926180479, Avg. Ret : -491.6505663601678
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Obj. val : -68.00722145815044, Avg. Ret : -505.22415051351715
Iteration [  388  ]
Obj. val : -29.413063849384223, Avg. Ret : -457.20048844219497
Iteration [  389  ]
Obj. val : -43.68715016317646, Avg. Ret : -501.1533842918034
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Obj. val : -25.28835825815912, Avg. Ret : -363.2821550120466
Iteration [  391  ]
Obj. val : -69.37576006195185, Avg. Ret : -493.3116511314523
Iteration [  392  ]
Obj. val : -58.8969069227913, Avg. Ret : -583.4103126575453
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Obj. val : -58.227816197511146, Avg. Ret : -433.92873920506884
Iteration [  394  ]
Obj. val : 53.23771385619338, Avg. Ret : -437.8872551356303
Iteration [  395  ]
Obj. val : -83.08974812085742, Avg. Ret : -525.5498746536526
Iteration [  396  ]
Obj. val : -34.835892882772654, Avg. Ret : -379.24317817987065
Iteration [  397  ]
Obj. val : -75.13033719081436, Avg. Ret : -400.3326958455956
Iteration [  398  ]
Obj. val : -74.92301798708571, Avg. Ret : -497.99933304389094
Iteration [  399  ]
Obj. val : -60.676712043625656, Avg. Ret : -444.4905455242879
checkpoint for objective values, iteration: 400. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_2.csv
checkpoint for avg return values, iteration: 400. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_2.csv
Iteration [  400  ]
Obj. val : -8.133971770071192, Avg. Ret : -403.5030430695391
Iteration [  401  ]
Obj. val : -52.469815444855996, Avg. Ret : -518.4417269099703
Iteration [  402  ]
Obj. val : -13.027615478929377, Avg. Ret : -378.12461370451047
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Obj. val : -21.581406177810273, Avg. Ret : -352.43077227223426
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Obj. val : -57.69000359921405, Avg. Ret : -523.8319785174947
Iteration [  405  ]
Obj. val : -114.02191349347387, Avg. Ret : -407.8934065840149
Iteration [  406  ]
Obj. val : -1.4336606313168545, Avg. Ret : -367.2662881819543
Iteration [  407  ]
Obj. val : -27.19237686390568, Avg. Ret : -524.0080275307421
Iteration [  408  ]
Obj. val : -61.48539102337013, Avg. Ret : -397.67637590557564
Iteration [  409  ]
Obj. val : -73.24770041996483, Avg. Ret : -398.3722483591715
Iteration [  410  ]
Obj. val : -9.959117841560598, Avg. Ret : -577.1801202666248
Iteration [  411  ]
Obj. val : -80.71535780688976, Avg. Ret : -393.3068586103122
Iteration [  412  ]
Obj. val : -38.44433875356502, Avg. Ret : -359.4470629675145
Iteration [  413  ]
Obj. val : -66.38225043099703, Avg. Ret : -508.2340008978595
Iteration [  414  ]
Obj. val : -43.62897198564517, Avg. Ret : -387.3792127802372
Iteration [  415  ]
Obj. val : -59.01011716202369, Avg. Ret : -397.51401701438454
Iteration [  416  ]
Obj. val : -92.30215901934399, Avg. Ret : -531.1202952351902
Iteration [  417  ]
Obj. val : -62.5312858394997, Avg. Ret : -400.63223015488927
Iteration [  418  ]
Obj. val : -85.41397483482298, Avg. Ret : -339.1575729201847
Iteration [  419  ]
Obj. val : -30.552013059586393, Avg. Ret : -471.4999758795022
Iteration [  420  ]
Obj. val : -62.99880128320852, Avg. Ret : -377.9038441619588
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Obj. val : -77.09966383724466, Avg. Ret : -385.419154267965
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Obj. val : -16.66306470361116, Avg. Ret : -523.7729087653241
Iteration [  423  ]
Obj. val : -69.36956576813299, Avg. Ret : -373.0689590919342
Iteration [  424  ]
Obj. val : -42.15515039127901, Avg. Ret : -367.62706538130345
Iteration [  425  ]
Obj. val : -82.91436833775873, Avg. Ret : -512.3743510916914
Iteration [  426  ]
Obj. val : -81.65026575645804, Avg. Ret : -386.80254798670796
Iteration [  427  ]
Obj. val : -54.6736840125678, Avg. Ret : -419.59075689066015
Iteration [  428  ]
Obj. val : -70.65448851708129, Avg. Ret : -510.8327735715759
Iteration [  429  ]
Obj. val : -78.49663345284996, Avg. Ret : -355.28694224236364
Iteration [  430  ]
Obj. val : -83.0281861902773, Avg. Ret : -334.2742386132616
Iteration [  431  ]
Obj. val : -42.321068646202335, Avg. Ret : -478.66601568166624
Iteration [  432  ]
Obj. val : -57.81581589288437, Avg. Ret : -414.8013803738752
Iteration [  433  ]
Obj. val : -32.90818109687312, Avg. Ret : -335.73586217862845
Iteration [  434  ]
Obj. val : -65.41358445298253, Avg. Ret : -412.6473031279535
Iteration [  435  ]
Obj. val : -5.302434937490872, Avg. Ret : -402.4620682166148
Iteration [  436  ]
Obj. val : -11.303903747755967, Avg. Ret : -343.82598669811307
Iteration [  437  ]
Obj. val : -68.87452327289827, Avg. Ret : -453.23622938229323
Iteration [  438  ]
Obj. val : -51.55421519978029, Avg. Ret : -373.2992383949397
Iteration [  439  ]
Obj. val : -63.44236208778105, Avg. Ret : -353.2315973943262
Iteration [  440  ]
Obj. val : -73.55058949218288, Avg. Ret : -489.70626279641874
Iteration [  441  ]
Obj. val : -63.289662767806135, Avg. Ret : -327.5593509225195
Iteration [  442  ]
Obj. val : 45.71020964513862, Avg. Ret : -315.5079072975708
Iteration [  443  ]
Obj. val : -39.50480917147497, Avg. Ret : -452.57855758640807
Iteration [  444  ]
Obj. val : -64.47264687272526, Avg. Ret : -379.3651722315632
Iteration [  445  ]
Obj. val : 22.379056684718748, Avg. Ret : -339.83426437244964
Iteration [  446  ]
Obj. val : -24.85132528390977, Avg. Ret : -425.44978774041067
Iteration [  447  ]
Obj. val : 0.3575803786156371, Avg. Ret : -286.8612332519186
Iteration [  448  ]
Obj. val : -69.71543099703308, Avg. Ret : -339.1659490526053
Iteration [  449  ]
Obj. val : -73.61089806538644, Avg. Ret : -561.4001954142432
Iteration [  450  ]
Obj. val : -29.651732154390604, Avg. Ret : -290.34538323416393
Iteration [  451  ]
Obj. val : -59.65440346059357, Avg. Ret : -326.87252390299955
Iteration [  452  ]
Obj. val : -76.58345286514928, Avg. Ret : -473.7061957461233
Iteration [  453  ]
Obj. val : -34.65507391086307, Avg. Ret : -294.57519886997454
Iteration [  454  ]
Obj. val : -48.85615747919587, Avg. Ret : -323.0285843387925
Iteration [  455  ]
Obj. val : -56.0447115178605, Avg. Ret : -481.1117216864012
Iteration [  456  ]
Obj. val : -22.571718788847082, Avg. Ret : -281.6269763386233
Iteration [  457  ]
Obj. val : 9.121427858427722, Avg. Ret : -316.81911628945073
Iteration [  458  ]
Obj. val : -82.98805869930516, Avg. Ret : -513.6079869726167
Iteration [  459  ]
Obj. val : -31.00416086332957, Avg. Ret : -294.9973515276822
Iteration [  460  ]
Obj. val : -87.94010029833848, Avg. Ret : -302.4102813440809
Iteration [  461  ]
Obj. val : -39.605111220188185, Avg. Ret : -504.94116094793833
Iteration [  462  ]
Obj. val : -13.590361088769349, Avg. Ret : -269.29516581690774
Iteration [  463  ]
Obj. val : -50.36795910661994, Avg. Ret : -354.5324489084332
Iteration [  464  ]
Obj. val : -0.9008605121090909, Avg. Ret : -463.4776900596524
Iteration [  465  ]
Obj. val : -16.00843690736579, Avg. Ret : -355.3232885852326
Iteration [  466  ]
Obj. val : -31.034104332950715, Avg. Ret : -294.8127445536486
Iteration [  467  ]
Obj. val : -72.96733333624063, Avg. Ret : -482.82054230005133
Iteration [  468  ]
Obj. val : -86.36546740314488, Avg. Ret : -321.3843366441936
Iteration [  469  ]
Obj. val : -81.94099892447626, Avg. Ret : -286.7931715158086
Iteration [  470  ]
Obj. val : -46.6283227141039, Avg. Ret : -472.8596736842309
Iteration [  471  ]
Obj. val : -61.90773905805973, Avg. Ret : -283.71293307874316
Iteration [  472  ]
Obj. val : -17.65956247722601, Avg. Ret : -261.95867414296464
Iteration [  473  ]
Obj. val : 0.8755779039642562, Avg. Ret : -448.7295332659433
Iteration [  474  ]
Obj. val : -27.175451538690332, Avg. Ret : -296.4190440303312
Iteration [  475  ]
Obj. val : -44.891559074362114, Avg. Ret : -277.69006835334136
Iteration [  476  ]
Obj. val : -79.93909550798963, Avg. Ret : -416.6323181760457
Iteration [  477  ]
Obj. val : -50.80599078595213, Avg. Ret : -295.0240675044791
Iteration [  478  ]
Obj. val : -85.7542942819891, Avg. Ret : -242.77931025688963
Iteration [  479  ]
Obj. val : -79.1468576513235, Avg. Ret : -418.6227414660155
Iteration [  480  ]
Obj. val : -77.41672426906297, Avg. Ret : -247.9472969111934
Iteration [  481  ]
Obj. val : -84.76247995370879, Avg. Ret : -292.0237346369899
Iteration [  482  ]
Obj. val : -81.24183350956775, Avg. Ret : -466.1970117314808
Iteration [  483  ]
Obj. val : -32.42077561020654, Avg. Ret : -255.09567394258517
Iteration [  484  ]
Obj. val : -40.03117463195778, Avg. Ret : -263.2424907565384
Iteration [  485  ]
Obj. val : -78.00383919279946, Avg. Ret : -497.3333166056725
Iteration [  486  ]
Obj. val : 6.343597919047625, Avg. Ret : -232.97302222085892
Iteration [  487  ]
Obj. val : -74.149929140003, Avg. Ret : -252.5928110754665
Iteration [  488  ]
Obj. val : -29.59152456917714, Avg. Ret : -408.69423537297325
Iteration [  489  ]
Obj. val : -75.03793205803746, Avg. Ret : -254.14422973902163
Iteration [  490  ]
Obj. val : -22.692183759141813, Avg. Ret : -264.0204196206947
Iteration [  491  ]
Obj. val : -88.07289803442315, Avg. Ret : -472.9760998304778
Iteration [  492  ]
Obj. val : -61.02992291656706, Avg. Ret : -293.4313940434864
Iteration [  493  ]
Obj. val : -78.62034978442958, Avg. Ret : -252.28131917052372
Iteration [  494  ]
Obj. val : -39.20490766602568, Avg. Ret : -443.71113038517683
Iteration [  495  ]
Obj. val : -24.52258173806289, Avg. Ret : -316.75666382023473
Iteration [  496  ]
Obj. val : -66.39276798557663, Avg. Ret : -311.0671831487441
Iteration [  497  ]
Obj. val : -43.72924519910902, Avg. Ret : -456.58195985648285
Iteration [  498  ]
Obj. val : -31.471596023186585, Avg. Ret : -229.06061869302476
Iteration [  499  ]
Obj. val : -54.028453706229044, Avg. Ret : -248.58882269146383
checkpoint for objective values, iteration: 500. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_2.csv
checkpoint for objective values, iteration: 500. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_2.csv
batch = 3
inside iterator
Iteration [  0  ]
Obj. val : -26.00665785548602, Avg. Ret : -330.28861195476617
Iteration [  1  ]
Obj. val : -11.0806276503479, Avg. Ret : -300.4705748051685
Iteration [  2  ]
Obj. val : -39.7816947833649, Avg. Ret : -376.2692934263998
Iteration [  3  ]
Obj. val : -10.66666458789473, Avg. Ret : -332.2199521350314
Iteration [  4  ]
Obj. val : -42.888306151511216, Avg. Ret : -263.16442057101244
Iteration [  5  ]
Obj. val : -39.91440059371882, Avg. Ret : -340.4998261349782
Iteration [  6  ]
Obj. val : -31.44476294981566, Avg. Ret : -340.9795279595151
Iteration [  7  ]
Obj. val : -31.03982598251201, Avg. Ret : -323.04541597135756
Iteration [  8  ]
Obj. val : -25.75162829590968, Avg. Ret : -307.4978962932497
Iteration [  9  ]
Obj. val : -59.84171419705925, Avg. Ret : -286.85923877701816
Iteration [  10  ]
Obj. val : -6.393690110546316, Avg. Ret : -327.04053873134615
Iteration [  11  ]
Obj. val : -53.41567096325727, Avg. Ret : -329.51593801740563
Iteration [  12  ]
Obj. val : -10.210738798478006, Avg. Ret : -321.1443896967598
Iteration [  13  ]
Obj. val : -50.054706973251996, Avg. Ret : -305.7512066789046
Iteration [  14  ]
Obj. val : -33.285719635379046, Avg. Ret : -305.26358557630465
Iteration [  15  ]
Obj. val : -49.79883838850783, Avg. Ret : -335.8553931058822
Iteration [  16  ]
Obj. val : -58.542722720607166, Avg. Ret : -317.43361772920514
Iteration [  17  ]
Obj. val : 9.609994719510077, Avg. Ret : -330.33746894595214
Iteration [  18  ]
Obj. val : -61.19163608883998, Avg. Ret : -320.3388226956083
Iteration [  19  ]
Obj. val : -61.492810598548004, Avg. Ret : -306.67532263454257
Iteration [  20  ]
Obj. val : -45.01839592669496, Avg. Ret : -298.5360766588975
Iteration [  21  ]
Obj. val : 10.362222308437659, Avg. Ret : -255.34621490467154
Iteration [  22  ]
Obj. val : -0.33314757970222786, Avg. Ret : -711.2785116517099
Iteration [  23  ]
Obj. val : -38.736687938671, Avg. Ret : -575.3082087209165
Iteration [  24  ]
Obj. val : -13.375944867019093, Avg. Ret : -710.4213531066937
Iteration [  25  ]
Obj. val : -40.76327644711432, Avg. Ret : -399.53842562352094
Iteration [  26  ]
Obj. val : -41.334634614029994, Avg. Ret : -591.7425194340822
Iteration [  27  ]
Obj. val : -18.66720577504384, Avg. Ret : -531.459501500689
Iteration [  28  ]
Obj. val : -50.093247713719535, Avg. Ret : -315.44273600478255
Iteration [  29  ]
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Obj. val : -15.563365595034448, Avg. Ret : -264.08697268510224
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Obj. val : -42.14347616995254, Avg. Ret : -315.9767596965939
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Obj. val : -64.94961726513989, Avg. Ret : -309.86487801105494
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Obj. val : -13.518150961064848, Avg. Ret : -341.9408595160435
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Obj. val : 30.631422055389365, Avg. Ret : -284.760064260326
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Obj. val : -30.860037973299043, Avg. Ret : -342.58115897595206
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Obj. val : -72.427599838513, Avg. Ret : -318.93714279996516
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Obj. val : -25.6419251198843, Avg. Ret : -298.5120398024725
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Obj. val : -33.081283107495615, Avg. Ret : -358.044489817532
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Obj. val : -34.16401195335382, Avg. Ret : -342.8887073276392
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Obj. val : -51.89520527099488, Avg. Ret : -306.7720964546221
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Obj. val : -18.96476878953623, Avg. Ret : -368.05920399974696
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Obj. val : -50.230740017142594, Avg. Ret : -347.95521054302185
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Obj. val : -34.41237408816951, Avg. Ret : -317.23013289054734
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Obj. val : -68.84062527273343, Avg. Ret : -330.9023477454172
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Obj. val : -49.80106742829477, Avg. Ret : -369.8873753828341
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Obj. val : -8.889217219740331, Avg. Ret : -276.86441697353627
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Obj. val : -31.758430870669777, Avg. Ret : -305.00615618606656
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Obj. val : -40.32075227927638, Avg. Ret : -389.9213854169906
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Obj. val : -22.32905481262595, Avg. Ret : -287.4193519172842
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Obj. val : -60.159305310246076, Avg. Ret : -345.26129272818247
checkpoint for objective values, iteration: 100. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_3.csv
checkpoint for avg return values, iteration: 100. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_3.csv
Iteration [  100  ]
Obj. val : -21.736150298374724, Avg. Ret : -309.60644654543137
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Obj. val : -42.084050019915075, Avg. Ret : -288.8851365670441
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Obj. val : -42.71275549366796, Avg. Ret : -345.23467925029945
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Obj. val : -37.60286988557379, Avg. Ret : -329.1191156044929
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Obj. val : -15.449184837046243, Avg. Ret : -285.3830725359089
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Obj. val : -40.58621818818811, Avg. Ret : -315.5482512999469
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Obj. val : -11.43623794305379, Avg. Ret : -303.6273104891422
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Obj. val : -24.70286458966396, Avg. Ret : -285.899426702567
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Obj. val : -40.234303114524195, Avg. Ret : -394.9895446366658
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Obj. val : -11.059742999105914, Avg. Ret : -324.12046293297846
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Obj. val : -37.193856279663244, Avg. Ret : -293.9724085252556
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Obj. val : -43.88617451921539, Avg. Ret : -338.3917875968922
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Obj. val : 16.83957566508954, Avg. Ret : -367.63832666368086
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Obj. val : 27.062086750665117, Avg. Ret : -329.0625732959309
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Obj. val : -70.8909437569771, Avg. Ret : -358.1769308807077
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Obj. val : -57.828821823925026, Avg. Ret : -364.4818843921476
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Obj. val : -91.66753358709322, Avg. Ret : -319.39283870579436
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Obj. val : -27.099136245841137, Avg. Ret : -332.6386936863426
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Obj. val : -49.41076642864118, Avg. Ret : -361.44789036397583
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Obj. val : -67.7159905860793, Avg. Ret : -319.5837415681694
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Obj. val : -41.89541148097446, Avg. Ret : -358.5330552468294
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Obj. val : -43.361334234765266, Avg. Ret : -356.42827243961756
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Obj. val : -30.886687508835383, Avg. Ret : -332.3637525705131
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Obj. val : -83.75876007813773, Avg. Ret : -365.6302370409748
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Obj. val : -28.988778049823956, Avg. Ret : -326.9412782219626
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Obj. val : -62.38254007125691, Avg. Ret : -306.1618225080639
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Obj. val : -40.88976579431878, Avg. Ret : -443.1162473839538
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Obj. val : -34.84289388402385, Avg. Ret : -355.8182750525855
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Obj. val : 16.842034049290433, Avg. Ret : -347.0033249475044
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Obj. val : -28.841958463774223, Avg. Ret : -342.38063584837386
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Obj. val : -84.92671891785845, Avg. Ret : -371.1172337354148
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Obj. val : -40.078061028886786, Avg. Ret : -268.7551526569907
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Obj. val : 37.294055545584456, Avg. Ret : -304.30795593690164
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Obj. val : -25.773991327542117, Avg. Ret : -369.5166853461223
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Obj. val : -10.162071697506839, Avg. Ret : -312.8316137972735
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Obj. val : -30.23294923573194, Avg. Ret : -346.9275945922615
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Obj. val : -50.405363460232294, Avg. Ret : -395.13670362811064
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Obj. val : -32.396976431732206, Avg. Ret : -283.7131516861775
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Obj. val : -56.181207218805895, Avg. Ret : -322.76683772475366
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Obj. val : -35.89156123842226, Avg. Ret : -326.35302601541133
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Obj. val : -58.02763633399586, Avg. Ret : -316.7541078600974
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Obj. val : -51.35176602077362, Avg. Ret : -344.53897802704194
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Obj. val : -52.661376124201645, Avg. Ret : -334.0378162037801
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Obj. val : -29.454910980700028, Avg. Ret : -289.6428011426751
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Obj. val : -41.96500289834833, Avg. Ret : -340.7809248973814
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Obj. val : -19.76825406774979, Avg. Ret : -348.04671326094564
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Obj. val : -66.91675247804294, Avg. Ret : -313.19086670961474
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Obj. val : -15.174968392968012, Avg. Ret : -336.4394501249399
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Obj. val : -48.940559201807254, Avg. Ret : -373.3516411861485
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Obj. val : -2.184748183070596, Avg. Ret : -317.2712430247172
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Obj. val : -31.88218073748528, Avg. Ret : -353.6008541675065
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Obj. val : -41.99372850293934, Avg. Ret : -340.1150114668817
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Obj. val : -27.501484592595, Avg. Ret : -338.24118583830824
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Obj. val : -24.28955982923323, Avg. Ret : -394.3759358906571
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Obj. val : -63.912068013948655, Avg. Ret : -322.1731360915683
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Obj. val : -20.475225346471742, Avg. Ret : -331.3081065986112
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Obj. val : -30.72770143470053, Avg. Ret : -328.92504467907816
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Obj. val : -27.92662529640019, Avg. Ret : -351.3420351665965
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Obj. val : 3.348100289219367, Avg. Ret : -312.69871516937104
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Obj. val : -60.782047420834786, Avg. Ret : -355.3675060791878
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Obj. val : -41.072717678981114, Avg. Ret : -296.53003993412483
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Obj. val : -8.401381271746708, Avg. Ret : -306.61584720431796
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Obj. val : -78.98497191813678, Avg. Ret : -325.99761379995215
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Obj. val : -25.366748820823688, Avg. Ret : -316.78800948287085
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Obj. val : -27.96060976917881, Avg. Ret : -344.77715001200136
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Obj. val : 3.042730843634871, Avg. Ret : -313.46513113982496
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Obj. val : -29.79884473716317, Avg. Ret : -295.3099824570402
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Obj. val : 25.369931918252817, Avg. Ret : -334.047629995347
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Obj. val : -64.20837532223396, Avg. Ret : -311.1607497633653
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Obj. val : -27.95282267574662, Avg. Ret : -306.83979713368115
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Obj. val : -13.615483714842174, Avg. Ret : -330.4351757958517
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Obj. val : 3.6504742192688724, Avg. Ret : -339.08430275980055
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Obj. val : -35.77554753580921, Avg. Ret : -308.2102882151593
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Obj. val : -20.968333397505326, Avg. Ret : -290.76563043949375
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Obj. val : -55.074245107082234, Avg. Ret : -315.50648648290394
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Obj. val : -33.8398875104655, Avg. Ret : -334.5711226151581
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Obj. val : -25.064460736571206, Avg. Ret : -277.58601456811897
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Obj. val : -32.67139473984931, Avg. Ret : -327.4527315733087
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Obj. val : -24.683253596557854, Avg. Ret : -288.2909727878283
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Obj. val : -48.60035772892826, Avg. Ret : -298.64462399232644
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Obj. val : -25.661449624342783, Avg. Ret : -298.57751657564603
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Obj. val : -30.750263962138042, Avg. Ret : -336.4517761567726
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Obj. val : -24.593755943705833, Avg. Ret : -355.927125065949
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Obj. val : 25.51834347769838, Avg. Ret : -280.4259888139513
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Obj. val : -10.129732652081017, Avg. Ret : -332.8752822597617
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Obj. val : -37.28429607423818, Avg. Ret : -360.95667867764547
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Obj. val : -63.788707463784675, Avg. Ret : -317.1988214318197
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Obj. val : -32.97640163771573, Avg. Ret : -271.67877216102164
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Obj. val : 50.96614656303139, Avg. Ret : -298.59470109863383
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Obj. val : -50.697103238938105, Avg. Ret : -283.6924142490987
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Obj. val : -5.97177189949533, Avg. Ret : -270.9211062254781
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Obj. val : -25.588605378305317, Avg. Ret : -361.8949906107791
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Obj. val : -4.936960904157623, Avg. Ret : -350.5936507912221
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Obj. val : -41.59453365156483, Avg. Ret : -270.8425210764827
checkpoint for objective values, iteration: 200. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_3.csv
checkpoint for avg return values, iteration: 200. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_3.csv
Iteration [  200  ]
Obj. val : 1.6194953553109528, Avg. Ret : -346.27938423346836
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Obj. val : -5.817739247255776, Avg. Ret : -277.91766835955127
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Obj. val : -0.2993357382901891, Avg. Ret : -270.2262137248309
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Obj. val : -23.26399124872443, Avg. Ret : -339.4665517634835
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Obj. val : -59.55245481392198, Avg. Ret : -277.269875953409
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Obj. val : -25.782387379113345, Avg. Ret : -235.4293409435985
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Obj. val : -28.408496721292963, Avg. Ret : -325.42895365113804
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Obj. val : -9.751087400131297, Avg. Ret : -288.4367784788787
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Obj. val : -27.168660723624587, Avg. Ret : -296.55397073432107
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Obj. val : -24.967471916769473, Avg. Ret : -320.10266775780855
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Obj. val : -38.44958151321798, Avg. Ret : -259.18806801626556
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Obj. val : -16.05239253708546, Avg. Ret : -269.6203975280236
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Obj. val : -15.372691225295647, Avg. Ret : -358.1491261550557
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Obj. val : -22.57581465332023, Avg. Ret : -271.2891633534046
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Obj. val : -2.2221556202194748, Avg. Ret : -235.83637435312355
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Obj. val : -14.78924217228019, Avg. Ret : -353.0417167461598
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Obj. val : -6.194894319778232, Avg. Ret : -259.2222452983492
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Obj. val : -22.982973784750765, Avg. Ret : -259.3535083600803
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Obj. val : -25.541240600070083, Avg. Ret : -299.73422350709103
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Obj. val : -10.711584305921036, Avg. Ret : -273.6317299875125
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Obj. val : -58.643919323791614, Avg. Ret : -251.34647344297312
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Obj. val : -3.1499432341717863, Avg. Ret : -319.0368359457648
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Obj. val : -19.336019252253145, Avg. Ret : -241.5996902675448
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Obj. val : -7.005949467967099, Avg. Ret : -333.67175436188757
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Obj. val : -0.5048389692397706, Avg. Ret : -281.4218670666784
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Obj. val : -4.014527963655112, Avg. Ret : -268.6453433996004
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Obj. val : -6.488823308570975, Avg. Ret : -268.40350963633244
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Obj. val : -5.0870015679046645, Avg. Ret : -274.56050911321597
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Obj. val : -20.88760059192579, Avg. Ret : -317.1103050501043
checkpoint for objective values, iteration: 300. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_3.csv
checkpoint for avg return values, iteration: 300. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_3.csv
Iteration [  300  ]
Obj. val : 5.677638122764321, Avg. Ret : -310.6279080504136
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Obj. val : -2.093805972130344, Avg. Ret : -274.3109177005423
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Obj. val : 6.205655295910965, Avg. Ret : -254.04188394898145
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Obj. val : 5.4568271500797785, Avg. Ret : -290.30425387361214
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Obj. val : 6.764065051911658, Avg. Ret : -317.24039636794913
checkpoint for objective values, iteration: 400. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_3.csv
checkpoint for avg return values, iteration: 400. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_3.csv
Iteration [  400  ]
Obj. val : 26.159109560208407, Avg. Ret : -303.03910745124796
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Obj. val : 82.60966261301945, Avg. Ret : -315.09799022344623
Iteration [  443  ]
Obj. val : 1.6374344924361175, Avg. Ret : -268.0436218434632
Iteration [  444  ]
Obj. val : 20.35283347918776, Avg. Ret : -305.299859935819
Iteration [  445  ]
Obj. val : 30.05647321383147, Avg. Ret : -305.4066940312587
Iteration [  446  ]
Obj. val : 18.037040677121777, Avg. Ret : -272.04969157424205
Iteration [  447  ]
Obj. val : 35.2387670991388, Avg. Ret : -323.252387695541
Iteration [  448  ]
Obj. val : 4.040942071169944, Avg. Ret : -277.56511096372526
Iteration [  449  ]
Obj. val : 43.874380542201436, Avg. Ret : -300.09096693024026
Iteration [  450  ]
Obj. val : 17.83600364606595, Avg. Ret : -292.1892966780812
Iteration [  451  ]
Obj. val : 65.01136911483363, Avg. Ret : -331.41829814171683
Iteration [  452  ]
Obj. val : 15.758410270975302, Avg. Ret : -297.4351649354562
Iteration [  453  ]
Obj. val : 51.55666964946575, Avg. Ret : -287.7700376919575
Iteration [  454  ]
Obj. val : 74.36556509468865, Avg. Ret : -284.7317213547792
Iteration [  455  ]
Obj. val : 54.12924698648839, Avg. Ret : -249.73001435839996
Iteration [  456  ]
Obj. val : 24.053040642544463, Avg. Ret : -283.4742112393865
Iteration [  457  ]
Obj. val : 39.914401559960496, Avg. Ret : -282.902169992107
Iteration [  458  ]
Obj. val : 32.99014058847931, Avg. Ret : -290.04167126537556
Iteration [  459  ]
Obj. val : 38.49292685837398, Avg. Ret : -299.9093316690289
Iteration [  460  ]
Obj. val : 93.10829080255425, Avg. Ret : -302.3281285598351
Iteration [  461  ]
Obj. val : 50.57882507743987, Avg. Ret : -286.59419921191824
Iteration [  462  ]
Obj. val : 22.285552783924828, Avg. Ret : -343.46393685914416
Iteration [  463  ]
Obj. val : 20.117546638162068, Avg. Ret : -281.18799848360743
Iteration [  464  ]
Obj. val : 25.50819536356217, Avg. Ret : -259.06231932277194
Iteration [  465  ]
Obj. val : 21.07704540176445, Avg. Ret : -297.8841863719908
Iteration [  466  ]
Obj. val : 56.45453974109893, Avg. Ret : -297.9813747576603
Iteration [  467  ]
Obj. val : 31.256778053697808, Avg. Ret : -307.54076027897133
Iteration [  468  ]
Obj. val : 18.642721240217075, Avg. Ret : -332.37995918526894
Iteration [  469  ]
Obj. val : 41.97983449489591, Avg. Ret : -304.14789869226115
Iteration [  470  ]
Obj. val : 54.38527751820553, Avg. Ret : -262.5664384029344
Iteration [  471  ]
Obj. val : 54.57770186658846, Avg. Ret : -283.954441616663
Iteration [  472  ]
Obj. val : 70.36195515514395, Avg. Ret : -255.79731286364273
Iteration [  473  ]
Obj. val : 32.97536762396907, Avg. Ret : -278.7175925391057
Iteration [  474  ]
Obj. val : 27.02886416992564, Avg. Ret : -259.48169063010414
Iteration [  475  ]
Obj. val : 80.00589997997591, Avg. Ret : -270.28239646456876
Iteration [  476  ]
Obj. val : 52.05338482807, Avg. Ret : -286.97140908066405
Iteration [  477  ]
Obj. val : 45.458090648556905, Avg. Ret : -247.79345252047221
Iteration [  478  ]
Obj. val : 38.0899305083745, Avg. Ret : -224.3465230017487
Iteration [  479  ]
Obj. val : -4.318775856188648, Avg. Ret : -259.2275382317666
Iteration [  480  ]
Obj. val : 51.28042687703258, Avg. Ret : -255.5372922460447
Iteration [  481  ]
Obj. val : 40.748143627918736, Avg. Ret : -251.74943624454482
Iteration [  482  ]
Obj. val : 67.34355545978296, Avg. Ret : -310.2435255157141
Iteration [  483  ]
Obj. val : 29.393161462743368, Avg. Ret : -258.3876947976072
Iteration [  484  ]
Obj. val : 58.50182373091988, Avg. Ret : -253.84236972925552
Iteration [  485  ]
Obj. val : 62.7706707680626, Avg. Ret : -264.52919937345655
Iteration [  486  ]
Obj. val : 14.183973166621701, Avg. Ret : -236.6211139662999
Iteration [  487  ]
Obj. val : 80.18660884924503, Avg. Ret : -256.3901902257078
Iteration [  488  ]
Obj. val : 16.357118386373912, Avg. Ret : -291.24892809847717
Iteration [  489  ]
Obj. val : 32.02098621173038, Avg. Ret : -257.34108808858446
Iteration [  490  ]
Obj. val : 18.506063021923392, Avg. Ret : -279.4854320701914
Iteration [  491  ]
Obj. val : 46.26920796664543, Avg. Ret : -268.6931337143929
Iteration [  492  ]
Obj. val : -5.61994587470376, Avg. Ret : -282.6495380752485
Iteration [  493  ]
Obj. val : 39.02200147659947, Avg. Ret : -267.71188134929963
Iteration [  494  ]
Obj. val : 67.02495516010501, Avg. Ret : -265.3507137777882
Iteration [  495  ]
Obj. val : 35.146870882535254, Avg. Ret : -243.86073632684503
Iteration [  496  ]
Obj. val : 42.758769913945954, Avg. Ret : -268.31220613379287
Iteration [  497  ]
Obj. val : 58.64735984297391, Avg. Ret : -295.72252895557233
Iteration [  498  ]
Obj. val : 48.76565257125611, Avg. Ret : -250.79675303571796
Iteration [  499  ]
Obj. val : 52.46856320350579, Avg. Ret : -267.67361302452065
checkpoint for objective values, iteration: 500. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_3.csv
checkpoint for objective values, iteration: 500. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_3.csv
batch = 4
inside iterator
Iteration [  0  ]
Obj. val : -38.835860579351404, Avg. Ret : -449.4115710458178
Iteration [  1  ]
Obj. val : -38.513226919829364, Avg. Ret : -430.4850990577231
Iteration [  2  ]
Obj. val : -42.78595154988861, Avg. Ret : -449.7932291057279
Iteration [  3  ]
Obj. val : -53.10035407609894, Avg. Ret : -300.10171508546455
Iteration [  4  ]
Obj. val : -22.83855758807551, Avg. Ret : -403.07778467482086
Iteration [  5  ]
Obj. val : -46.59085015737633, Avg. Ret : -354.139432972582
Iteration [  6  ]
Obj. val : -40.13436034610717, Avg. Ret : -361.043931516871
Iteration [  7  ]
Obj. val : -16.50813982258201, Avg. Ret : -372.15496118674156
Iteration [  8  ]
Obj. val : 5.990161293970296, Avg. Ret : -375.2080354646548
Iteration [  9  ]
Obj. val : -14.290303117137508, Avg. Ret : -402.06233923239216
Iteration [  10  ]
Obj. val : 12.14979361616507, Avg. Ret : -424.747007325543
Iteration [  11  ]
Obj. val : -51.448018115201386, Avg. Ret : -383.964605534511
Iteration [  12  ]
Obj. val : -55.2440487372138, Avg. Ret : -349.27652605889904
Iteration [  13  ]
Obj. val : -40.111456331749494, Avg. Ret : -381.773306625556
Iteration [  14  ]
Obj. val : -37.30633577849341, Avg. Ret : -390.4178479662603
Iteration [  15  ]
Obj. val : -32.86852980566375, Avg. Ret : -301.13636195126185
Iteration [  16  ]
Obj. val : -22.569220373662485, Avg. Ret : -412.06847232815977
Iteration [  17  ]
Obj. val : -70.88182404552128, Avg. Ret : -367.9474209089949
Iteration [  18  ]
Obj. val : -59.27467715674804, Avg. Ret : -316.53299414729855
Iteration [  19  ]
Obj. val : 3.4844438271901055, Avg. Ret : -416.8320382706271
Iteration [  20  ]
Obj. val : -52.24902813474664, Avg. Ret : -373.6021561632497
Iteration [  21  ]
Obj. val : -52.664852174673904, Avg. Ret : -400.13512200092845
Iteration [  22  ]
Obj. val : -24.746192481672033, Avg. Ret : -548.5688538303222
Iteration [  23  ]
Obj. val : -50.09018569877061, Avg. Ret : -868.7454284408428
Iteration [  24  ]
Obj. val : -36.04153868815025, Avg. Ret : -133.6561273678056
Iteration [  25  ]
Obj. val : -60.986910233565254, Avg. Ret : -855.7590734217649
Iteration [  26  ]
Obj. val : -63.96312634307917, Avg. Ret : -456.0821751856103
Iteration [  27  ]
Obj. val : -18.353037507003403, Avg. Ret : -579.0206804448276
Iteration [  28  ]
Obj. val : -57.24402197571928, Avg. Ret : -236.89988341905737
Iteration [  29  ]
Obj. val : -53.338364121340646, Avg. Ret : -492.6201968394533
Iteration [  30  ]
Obj. val : -3.7611689044651087, Avg. Ret : -675.4850823378289
Iteration [  31  ]
Obj. val : -65.45879333147195, Avg. Ret : -265.41955887809996
Iteration [  32  ]
Obj. val : -55.59919122485722, Avg. Ret : -293.34889172695745
Iteration [  33  ]
Obj. val : -52.59950784741717, Avg. Ret : -666.4913850402303
Iteration [  34  ]
Obj. val : -58.54117789474634, Avg. Ret : -205.73310712297072
Iteration [  35  ]
Obj. val : -31.196233808351067, Avg. Ret : -615.8128840426391
Iteration [  36  ]
Obj. val : -66.84096654024734, Avg. Ret : -570.3486375020866
Iteration [  37  ]
Obj. val : -33.34646989327744, Avg. Ret : -257.6175134664186
Iteration [  38  ]
Obj. val : -58.84161207176025, Avg. Ret : -317.36248907032723
Iteration [  39  ]
Obj. val : -35.80661237433156, Avg. Ret : -453.3334718778424
Iteration [  40  ]
Obj. val : -39.40671775713571, Avg. Ret : -282.99033178431284
Iteration [  41  ]
Obj. val : -100.54217368219736, Avg. Ret : -522.8619368060571
Iteration [  42  ]
Obj. val : 25.100752509808743, Avg. Ret : -340.0367662113206
Iteration [  43  ]
Obj. val : -43.96296651743329, Avg. Ret : -330.7036516350435
Iteration [  44  ]
Obj. val : -75.65376157614583, Avg. Ret : -214.13174487430143
Iteration [  45  ]
Obj. val : -76.59025214621313, Avg. Ret : -377.31146121314544
Iteration [  46  ]
Obj. val : -93.32625529152065, Avg. Ret : -372.84991634580757
Iteration [  47  ]
Obj. val : -10.276502085493888, Avg. Ret : -255.93009374203444
Iteration [  48  ]
Obj. val : -71.93322460868266, Avg. Ret : -332.57660746416013
Iteration [  49  ]
Obj. val : -68.9895093658213, Avg. Ret : -324.4827120007211
Iteration [  50  ]
Obj. val : -79.95945307809751, Avg. Ret : -244.7186363106669
Iteration [  51  ]
Obj. val : -50.936648583497316, Avg. Ret : -323.73220122314297
Iteration [  52  ]
Obj. val : -71.57856922563687, Avg. Ret : -402.34533637808653
Iteration [  53  ]
Obj. val : -40.79006462082759, Avg. Ret : -263.2725898651175
Iteration [  54  ]
Obj. val : -33.68513994623328, Avg. Ret : -390.81338468084215
Iteration [  55  ]
Obj. val : -8.937050042344744, Avg. Ret : -369.4570937695009
Iteration [  56  ]
Obj. val : -71.24134791373238, Avg. Ret : -221.34987805475765
Iteration [  57  ]
Obj. val : -66.40697010213233, Avg. Ret : -304.52256540859975
Iteration [  58  ]
Obj. val : -19.25972967475495, Avg. Ret : -392.7772550999623
Iteration [  59  ]
Obj. val : -86.90117867970284, Avg. Ret : -298.58854006125665
Iteration [  60  ]
Obj. val : -85.21528462299102, Avg. Ret : -395.1315237395772
Iteration [  61  ]
Obj. val : -17.296673633235358, Avg. Ret : -364.61917694067006
Iteration [  62  ]
Obj. val : -29.05426168274299, Avg. Ret : -248.1885766746824
Iteration [  63  ]
Obj. val : -23.111008622687045, Avg. Ret : -395.3181121850341
Iteration [  64  ]
Obj. val : -68.12894137344061, Avg. Ret : -443.7580059069764
Iteration [  65  ]
Obj. val : -52.33928499533189, Avg. Ret : -228.4008347752779
Iteration [  66  ]
Obj. val : -68.16169562051802, Avg. Ret : -377.45127709166553
Iteration [  67  ]
Obj. val : -9.50431437978282, Avg. Ret : -340.69922307204143
Iteration [  68  ]
Obj. val : -21.7735592703999, Avg. Ret : -227.4571572451957
Iteration [  69  ]
Obj. val : -46.72058212129729, Avg. Ret : -380.1240765790699
Iteration [  70  ]
Obj. val : -11.410025874111035, Avg. Ret : -343.21059079166093
Iteration [  71  ]
Obj. val : -29.269047847437136, Avg. Ret : -205.94658956780913
Iteration [  72  ]
Obj. val : -26.775406148788548, Avg. Ret : -367.94983950051284
Iteration [  73  ]
Obj. val : 6.801339011722618, Avg. Ret : -342.44040945460256
Iteration [  74  ]
Obj. val : -84.06801715637776, Avg. Ret : -233.01285039362244
Iteration [  75  ]
Obj. val : -71.8315670392764, Avg. Ret : -352.9668875509727
Iteration [  76  ]
Obj. val : -56.454772401718245, Avg. Ret : -423.56457829667835
Iteration [  77  ]
Obj. val : -65.74452818404812, Avg. Ret : -261.20939061092116
Iteration [  78  ]
Obj. val : -73.44443643496429, Avg. Ret : -310.36664417764064
Iteration [  79  ]
Obj. val : 31.418641242383785, Avg. Ret : -368.42441537234697
Iteration [  80  ]
Obj. val : -31.589205798008535, Avg. Ret : -270.0524329379374
Iteration [  81  ]
Obj. val : -11.719168598600042, Avg. Ret : -366.3433016161823
Iteration [  82  ]
Obj. val : -84.7678696619457, Avg. Ret : -359.19048463369245
Iteration [  83  ]
Obj. val : 1.5524594723931529, Avg. Ret : -239.91423018552595
Iteration [  84  ]
Obj. val : -84.4869915606823, Avg. Ret : -411.2605263621632
Iteration [  85  ]
Obj. val : -15.476330618663177, Avg. Ret : -413.99816684123317
Iteration [  86  ]
Obj. val : -25.844683945367553, Avg. Ret : -242.65803468190322
Iteration [  87  ]
Obj. val : -78.09114185560188, Avg. Ret : -357.25447042243155
Iteration [  88  ]
Obj. val : -47.32987492331005, Avg. Ret : -377.7456721944613
Iteration [  89  ]
Obj. val : -79.25927600672058, Avg. Ret : -259.61286727212007
Iteration [  90  ]
Obj. val : -88.659137966032, Avg. Ret : -334.4285706681
Iteration [  91  ]
Obj. val : -78.09020558142052, Avg. Ret : -363.681012685463
Iteration [  92  ]
Obj. val : -8.412968148543918, Avg. Ret : -251.11816176800752
Iteration [  93  ]
Obj. val : -92.6907289405993, Avg. Ret : -341.1490014158621
Iteration [  94  ]
Obj. val : -56.90173818174268, Avg. Ret : -391.9008630300263
Iteration [  95  ]
Obj. val : -37.74403111114293, Avg. Ret : -278.97094879364835
Iteration [  96  ]
Obj. val : -67.50706764134682, Avg. Ret : -360.6147303379353
Iteration [  97  ]
Obj. val : -35.72440917325248, Avg. Ret : -319.80392157758456
Iteration [  98  ]
Obj. val : -43.3646415161565, Avg. Ret : -277.841927126181
Iteration [  99  ]
Obj. val : -38.19150658056355, Avg. Ret : -320.87100071592965
checkpoint for objective values, iteration: 100. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_4.csv
checkpoint for avg return values, iteration: 100. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_4.csv
Iteration [  100  ]
Obj. val : -41.66682843132658, Avg. Ret : -325.9794317802157
Iteration [  101  ]
Obj. val : -75.05270529534685, Avg. Ret : -283.63417245594906
Iteration [  102  ]
Obj. val : -26.700072432307827, Avg. Ret : -293.8229886850388
Iteration [  103  ]
Obj. val : -38.135001762987436, Avg. Ret : -317.9419471188924
Iteration [  104  ]
Obj. val : -10.067458906808916, Avg. Ret : -250.99961757884554
Iteration [  105  ]
Obj. val : -29.909890943015384, Avg. Ret : -329.03627142858335
Iteration [  106  ]
Obj. val : -23.936014976616267, Avg. Ret : -305.7423972435286
Iteration [  107  ]
Obj. val : -16.837782628666922, Avg. Ret : -282.4950139461452
Iteration [  108  ]
Obj. val : 27.727260121878977, Avg. Ret : -311.09149673765336
Iteration [  109  ]
Obj. val : 30.983458641052366, Avg. Ret : -243.16583772042927
Iteration [  110  ]
Obj. val : -77.32300848682972, Avg. Ret : -258.85974032251187
Iteration [  111  ]
Obj. val : -92.89788813909644, Avg. Ret : -292.38730238897296
Iteration [  112  ]
Obj. val : -57.96962034947217, Avg. Ret : -315.8341684757085
Iteration [  113  ]
Obj. val : -59.340475076018635, Avg. Ret : -251.77292340719072
Iteration [  114  ]
Obj. val : -15.401516110935319, Avg. Ret : -308.69518565517666
Iteration [  115  ]
Obj. val : -80.52784585712247, Avg. Ret : -314.9903812344843
Iteration [  116  ]
Obj. val : -15.191406915434563, Avg. Ret : -300.9291632051061
Iteration [  117  ]
Obj. val : -10.912618129994527, Avg. Ret : -302.9944109632436
Iteration [  118  ]
Obj. val : -1.4317379165097321, Avg. Ret : -306.75092449003705
Iteration [  119  ]
Obj. val : -37.852890181457866, Avg. Ret : -274.85890151374196
Iteration [  120  ]
Obj. val : -80.98346570777933, Avg. Ret : -300.87271123421976
Iteration [  121  ]
Obj. val : -17.861568827222023, Avg. Ret : -310.6289890503353
Iteration [  122  ]
Obj. val : -47.0944065204573, Avg. Ret : -296.23597982418136
Iteration [  123  ]
Obj. val : -86.29120743599896, Avg. Ret : -283.01740494166637
Iteration [  124  ]
Obj. val : -84.77262951527769, Avg. Ret : -291.82584203287394
Iteration [  125  ]
Obj. val : -31.37035582908461, Avg. Ret : -266.5378926255337
Iteration [  126  ]
Obj. val : -25.24327720494109, Avg. Ret : -319.88099099939296
Iteration [  127  ]
Obj. val : -87.80292807145447, Avg. Ret : -276.88780393172857
Iteration [  128  ]
Obj. val : -37.229906830921166, Avg. Ret : -310.2217834279812
Iteration [  129  ]
Obj. val : -45.12465840640793, Avg. Ret : -335.203284157559
Iteration [  130  ]
Obj. val : -62.47192331027915, Avg. Ret : -258.4989726478
Iteration [  131  ]
Obj. val : -0.04332814209957547, Avg. Ret : -273.0360941415326
Iteration [  132  ]
Obj. val : -52.6639138061008, Avg. Ret : -249.22087082868063
Iteration [  133  ]
Obj. val : -16.847506065926236, Avg. Ret : -283.39028026032867
Iteration [  134  ]
Obj. val : -23.692030479856637, Avg. Ret : -284.37384993504224
Iteration [  135  ]
Obj. val : -26.084980714592543, Avg. Ret : -312.6518409726377
Iteration [  136  ]
Obj. val : -62.854046585638585, Avg. Ret : -272.42527774130576
Iteration [  137  ]
Obj. val : -42.34716238227525, Avg. Ret : -314.1393491461924
Iteration [  138  ]
Obj. val : -26.819855908504632, Avg. Ret : -261.0421196588987
Iteration [  139  ]
Obj. val : -6.553617241001945, Avg. Ret : -257.7684216843525
Iteration [  140  ]
Obj. val : -18.313400286029363, Avg. Ret : -285.9539702673943
Iteration [  141  ]
Obj. val : -61.257274132605744, Avg. Ret : -303.879787440651
Iteration [  142  ]
Obj. val : -7.750614771727506, Avg. Ret : -251.599483678439
Iteration [  143  ]
Obj. val : -69.64244355963311, Avg. Ret : -306.3949860365313
Iteration [  144  ]
Obj. val : -19.904948322749867, Avg. Ret : -271.5936071433982
Iteration [  145  ]
Obj. val : -41.388933811950615, Avg. Ret : -270.1785358127698
Iteration [  146  ]
Obj. val : -35.324411878335084, Avg. Ret : -282.4588223862644
Iteration [  147  ]
Obj. val : -0.748152221767235, Avg. Ret : -233.7554114439701
Iteration [  148  ]
Obj. val : -33.39246468732941, Avg. Ret : -240.08149160923764
Iteration [  149  ]
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Obj. val : -33.53668173555296, Avg. Ret : -213.06319613358067
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Obj. val : -1.4197755532350271, Avg. Ret : -227.74545621948732
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Obj. val : -41.90313754097111, Avg. Ret : -225.38342271005067
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Obj. val : -31.670420216102904, Avg. Ret : -207.6709753105342
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Obj. val : -50.10401925175162, Avg. Ret : -308.38451323817634
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Obj. val : -44.94856717987739, Avg. Ret : -259.0497215061423
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Obj. val : -51.098463257151856, Avg. Ret : -204.68375669817397
checkpoint for objective values, iteration: 200. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_4.csv
checkpoint for avg return values, iteration: 200. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_4.csv
Iteration [  200  ]
Obj. val : -26.252432593919025, Avg. Ret : -285.77065187064795
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Obj. val : -66.85571839180767, Avg. Ret : -231.8060838035054
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Obj. val : 7.814907737298967, Avg. Ret : -215.91823305230042
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Obj. val : -34.697279949734856, Avg. Ret : -199.5031499733555
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Obj. val : -55.52034895696037, Avg. Ret : -195.41449222254377
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Obj. val : -45.602493922407696, Avg. Ret : -281.1368620550172
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Obj. val : 3.338777042127525, Avg. Ret : -260.09961791278516
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Obj. val : -52.489491918486905, Avg. Ret : -208.20193666947588
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Obj. val : -32.828930586062974, Avg. Ret : -254.68015573954042
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Obj. val : -57.23201893495805, Avg. Ret : -168.46333736962276
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Obj. val : -29.640840547203904, Avg. Ret : -261.33575254249496
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Obj. val : -41.81141077675195, Avg. Ret : -176.54431207588144
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Obj. val : -69.14555262536814, Avg. Ret : -201.15799646587345
checkpoint for objective values, iteration: 300. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_4.csv
checkpoint for avg return values, iteration: 300. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_4.csv
Iteration [  300  ]
Obj. val : -7.732033545237108, Avg. Ret : -209.47514927438758
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Obj. val : -39.16860280902687, Avg. Ret : -210.02754640363818
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Obj. val : -13.93192279506831, Avg. Ret : -239.17118002707485
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Obj. val : -79.86833601153369, Avg. Ret : -191.61096482534384
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Obj. val : -66.73035564243392, Avg. Ret : -170.50917641880125
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Obj. val : -46.93358016520621, Avg. Ret : -220.1260141514809
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Obj. val : -83.08483776734191, Avg. Ret : -197.02028082690842
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Obj. val : -72.6949263600521, Avg. Ret : -191.68529355162184
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Obj. val : 12.746247507497642, Avg. Ret : -231.1508589988158
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Obj. val : -27.748684880877974, Avg. Ret : -209.00785481383903
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Obj. val : -31.032866387837398, Avg. Ret : -207.05859121570901
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Obj. val : -65.11260672832653, Avg. Ret : -225.77759767396867
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Obj. val : -10.641322107006403, Avg. Ret : -220.45730717333677
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Obj. val : -78.9204318535018, Avg. Ret : -208.1498916306399
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Obj. val : -62.71112640941956, Avg. Ret : -203.68164223840373
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Obj. val : -81.07948156784289, Avg. Ret : -219.67834329187903
Iteration [  354  ]
Obj. val : 27.498168023948026, Avg. Ret : -220.4041852465167
Iteration [  355  ]
Obj. val : -13.488320804619192, Avg. Ret : -233.3435798888847
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Obj. val : -50.19240717441805, Avg. Ret : -243.01428999563643
Iteration [  357  ]
Obj. val : -82.3012777233538, Avg. Ret : -265.6984282335318
Iteration [  358  ]
Obj. val : 8.322658768644757, Avg. Ret : -246.35639627185228
Iteration [  359  ]
Obj. val : -71.30337234790937, Avg. Ret : -185.98247876486403
Iteration [  360  ]
Obj. val : 4.645110064577388, Avg. Ret : -235.20672465988898
Iteration [  361  ]
Obj. val : -18.81015049761786, Avg. Ret : -247.89254734027435
Iteration [  362  ]
Obj. val : -4.727491757393665, Avg. Ret : -225.66836615180765
Iteration [  363  ]
Obj. val : -92.74836876255881, Avg. Ret : -248.23219041111378
Iteration [  364  ]
Obj. val : -51.73657057796428, Avg. Ret : -248.63211632001756
Iteration [  365  ]
Obj. val : -74.19835573029283, Avg. Ret : -223.26281650279435
Iteration [  366  ]
Obj. val : -65.75732869531628, Avg. Ret : -238.13814037913338
Iteration [  367  ]
Obj. val : -22.56564915141564, Avg. Ret : -257.97355018418364
Iteration [  368  ]
Obj. val : -44.68237115907672, Avg. Ret : -168.73591752792817
Iteration [  369  ]
Obj. val : -44.82711392464025, Avg. Ret : -243.17563176266586
Iteration [  370  ]
Obj. val : -58.63427639395813, Avg. Ret : -253.4393737615254
Iteration [  371  ]
Obj. val : -77.37939909638945, Avg. Ret : -234.44328434629347
Iteration [  372  ]
Obj. val : -27.924716251736942, Avg. Ret : -257.30877099336686
Iteration [  373  ]
Obj. val : -72.74938428905023, Avg. Ret : -212.8724942720013
Iteration [  374  ]
Obj. val : -34.30172729159612, Avg. Ret : -195.06509427397177
Iteration [  375  ]
Obj. val : -84.15620323881944, Avg. Ret : -231.27937107334935
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Obj. val : -35.409780358396304, Avg. Ret : -229.8237235683055
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Obj. val : -74.08809168349038, Avg. Ret : -215.22335901342743
Iteration [  378  ]
Obj. val : -77.08455129778558, Avg. Ret : -252.2661588471745
Iteration [  379  ]
Obj. val : -17.378540344446712, Avg. Ret : -231.16571182598133
Iteration [  380  ]
Obj. val : -80.01522984215154, Avg. Ret : -196.5159487047602
Iteration [  381  ]
Obj. val : -64.9413817068379, Avg. Ret : -225.09470033401394
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Obj. val : -48.88818522872882, Avg. Ret : -260.5768335843515
Iteration [  383  ]
Obj. val : -78.18831378776646, Avg. Ret : -197.018364536992
Iteration [  384  ]
Obj. val : -21.89525488039012, Avg. Ret : -244.2848335795419
Iteration [  385  ]
Obj. val : -0.3162979115001292, Avg. Ret : -239.33024972068154
Iteration [  386  ]
Obj. val : -87.82340275088305, Avg. Ret : -205.78835411569392
Iteration [  387  ]
Obj. val : -40.397124990971975, Avg. Ret : -255.04762530177962
Iteration [  388  ]
Obj. val : -83.25941595068988, Avg. Ret : -251.01266342270299
Iteration [  389  ]
Obj. val : -31.44063503176051, Avg. Ret : -210.20312443229665
Iteration [  390  ]
Obj. val : -75.21631288108618, Avg. Ret : -231.87178716968847
Iteration [  391  ]
Obj. val : -41.74887390742144, Avg. Ret : -275.0393902716865
Iteration [  392  ]
Obj. val : 3.0383837732211205, Avg. Ret : -214.10838704691153
Iteration [  393  ]
Obj. val : -15.672430889810819, Avg. Ret : -250.14489650006553
Iteration [  394  ]
Obj. val : -54.39199145513061, Avg. Ret : -262.1860490756884
Iteration [  395  ]
Obj. val : -61.322204552596915, Avg. Ret : -190.51940201892774
Iteration [  396  ]
Obj. val : -79.10987884563761, Avg. Ret : -235.11620522904036
Iteration [  397  ]
Obj. val : -8.935702708033674, Avg. Ret : -263.6622534951355
Iteration [  398  ]
Obj. val : -35.75639796700782, Avg. Ret : -208.22017993333958
Iteration [  399  ]
Obj. val : -46.52496711086441, Avg. Ret : -277.827906773244
checkpoint for objective values, iteration: 400. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_4.csv
checkpoint for avg return values, iteration: 400. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_4.csv
Iteration [  400  ]
Obj. val : -93.74535377827168, Avg. Ret : -186.94754133924533
Iteration [  401  ]
Obj. val : -43.3088159032495, Avg. Ret : -203.35671522757687
Iteration [  402  ]
Obj. val : -35.9069532830345, Avg. Ret : -264.50866198013324
Iteration [  403  ]
Obj. val : -30.163376950322554, Avg. Ret : -235.2420007702813
Iteration [  404  ]
Obj. val : -60.160996968279946, Avg. Ret : -209.92600327478092
Iteration [  405  ]
Obj. val : -38.87551088722844, Avg. Ret : -217.54376334926985
Iteration [  406  ]
Obj. val : -98.93850069013834, Avg. Ret : -229.8926515292913
Iteration [  407  ]
Obj. val : -81.52570795957485, Avg. Ret : -211.5018117131068
Iteration [  408  ]
Obj. val : -10.762969547509122, Avg. Ret : -246.35754222537912
Iteration [  409  ]
Obj. val : -11.377560144874423, Avg. Ret : -225.60157833255462
Iteration [  410  ]
Obj. val : -89.70865159331706, Avg. Ret : -184.1495007960319
Iteration [  411  ]
Obj. val : -35.702164852165616, Avg. Ret : -243.2139653205496
Iteration [  412  ]
Obj. val : -68.68695251343183, Avg. Ret : -240.96870541868063
Iteration [  413  ]
Obj. val : -53.56831020833379, Avg. Ret : -207.6277800854565
Iteration [  414  ]
Obj. val : 1.797787517956202, Avg. Ret : -270.88800471296776
Iteration [  415  ]
Obj. val : -57.50664662756319, Avg. Ret : -217.25399284566075
Iteration [  416  ]
Obj. val : -28.65263851398241, Avg. Ret : -220.74197238043055
Iteration [  417  ]
Obj. val : -80.64222086135078, Avg. Ret : -236.39959145306813
Iteration [  418  ]
Obj. val : -87.54181500151098, Avg. Ret : -274.8381505220428
Iteration [  419  ]
Obj. val : -76.80448897445044, Avg. Ret : -173.9522427136156
Iteration [  420  ]
Obj. val : -30.192576852691847, Avg. Ret : -217.71543404464683
Iteration [  421  ]
Obj. val : -85.71472088025808, Avg. Ret : -226.93029761571952
Iteration [  422  ]
Obj. val : -97.77682762611019, Avg. Ret : -201.68632654123613
Iteration [  423  ]
Obj. val : -19.372640824011437, Avg. Ret : -245.82761206505123
Iteration [  424  ]
Obj. val : -67.57858114220568, Avg. Ret : -235.21493451491747
Iteration [  425  ]
Obj. val : -20.569246785663914, Avg. Ret : -216.661863592931
Iteration [  426  ]
Obj. val : -23.626100420508354, Avg. Ret : -230.49469540134015
Iteration [  427  ]
Obj. val : -78.99591893536608, Avg. Ret : -263.21376201483423
Iteration [  428  ]
Obj. val : -31.427237730496184, Avg. Ret : -180.57634805074704
Iteration [  429  ]
Obj. val : -30.97246531053738, Avg. Ret : -225.46131423458849
Iteration [  430  ]
Obj. val : -71.73453158532891, Avg. Ret : -255.39150399353875
Iteration [  431  ]
Obj. val : -36.96507509701348, Avg. Ret : -182.45568547204627
Iteration [  432  ]
Obj. val : -74.58884575634568, Avg. Ret : -247.00661837539303
Iteration [  433  ]
Obj. val : -56.104519545933364, Avg. Ret : -253.9142487406571
Iteration [  434  ]
Obj. val : -63.98127598896286, Avg. Ret : -185.93527042021532
Iteration [  435  ]
Obj. val : -89.58123796995407, Avg. Ret : -273.50591589536424
Iteration [  436  ]
Obj. val : -34.125823117697905, Avg. Ret : -220.446256479855
Iteration [  437  ]
Obj. val : -25.12498106175245, Avg. Ret : -180.65114747731346
Iteration [  438  ]
Obj. val : -67.29269947189498, Avg. Ret : -266.6603621403457
Iteration [  439  ]
Obj. val : -76.94091454725877, Avg. Ret : -232.3493223142479
Iteration [  440  ]
Obj. val : -52.17211565220214, Avg. Ret : -223.9605295782323
Iteration [  441  ]
Obj. val : -40.256751719988415, Avg. Ret : -276.40949614630216
Iteration [  442  ]
Obj. val : -24.05957031892999, Avg. Ret : -225.23180447352578
Iteration [  443  ]
Obj. val : -60.84869648654948, Avg. Ret : -183.35745772813786
Iteration [  444  ]
Obj. val : -40.14268609709728, Avg. Ret : -199.3093494768152
Iteration [  445  ]
Obj. val : -29.07644670170749, Avg. Ret : -257.46770541548165
Iteration [  446  ]
Obj. val : 6.550933321542324, Avg. Ret : -205.18700381775375
Iteration [  447  ]
Obj. val : -60.21598436529182, Avg. Ret : -239.16193351029324
Iteration [  448  ]
Obj. val : -85.2856292022042, Avg. Ret : -260.2354310083179
Iteration [  449  ]
Obj. val : -45.97328984596789, Avg. Ret : -178.7465524868376
Iteration [  450  ]
Obj. val : -63.77693895479481, Avg. Ret : -222.83707989491828
Iteration [  451  ]
Obj. val : -49.000208667985795, Avg. Ret : -216.72273793965465
Iteration [  452  ]
Obj. val : -92.1863805431094, Avg. Ret : -183.39953666434747
Iteration [  453  ]
Obj. val : -32.70267471208416, Avg. Ret : -247.9215613238949
Iteration [  454  ]
Obj. val : -53.48245222610835, Avg. Ret : -241.1761596411074
Iteration [  455  ]
Obj. val : -56.79642914966817, Avg. Ret : -191.3932851874498
Iteration [  456  ]
Obj. val : -48.840184999329665, Avg. Ret : -231.94917956197853
Iteration [  457  ]
Obj. val : -17.56998956271423, Avg. Ret : -196.46301520066586
Iteration [  458  ]
Obj. val : -76.28596075073337, Avg. Ret : -204.21111125646564
Iteration [  459  ]
Obj. val : -22.172940496021972, Avg. Ret : -240.98789708573477
Iteration [  460  ]
Obj. val : -34.929917662012095, Avg. Ret : -201.94467497883446
Iteration [  461  ]
Obj. val : -89.5612129275001, Avg. Ret : -210.54047696212314
Iteration [  462  ]
Obj. val : -82.00107362883979, Avg. Ret : -204.60715325409421
Iteration [  463  ]
Obj. val : -52.17283474296731, Avg. Ret : -239.99369093870203
Iteration [  464  ]
Obj. val : -11.175020587395366, Avg. Ret : -184.39096366178035
Iteration [  465  ]
Obj. val : -82.07567094306559, Avg. Ret : -224.0811722800467
Iteration [  466  ]
Obj. val : -36.76049435972701, Avg. Ret : -247.45830654804854
Iteration [  467  ]
Obj. val : -15.552885735263551, Avg. Ret : -188.57631091091775
Iteration [  468  ]
Obj. val : -79.35098591852754, Avg. Ret : -192.3308204118324
Iteration [  469  ]
Obj. val : 24.8019186405159, Avg. Ret : -211.0993870898337
Iteration [  470  ]
Obj. val : 16.553925979423873, Avg. Ret : -201.33887780176693
Iteration [  471  ]
Obj. val : -9.317965685675581, Avg. Ret : -209.5789456934626
Iteration [  472  ]
Obj. val : -59.75846768745712, Avg. Ret : -214.36404683441205
Iteration [  473  ]
Obj. val : -45.140988363842055, Avg. Ret : -218.2171223995539
Iteration [  474  ]
Obj. val : -50.588194487965126, Avg. Ret : -262.09751414088294
Iteration [  475  ]
Obj. val : -94.30305386695731, Avg. Ret : -234.43754765687822
Iteration [  476  ]
Obj. val : -41.203129993944096, Avg. Ret : -180.7438915433717
Iteration [  477  ]
Obj. val : -59.24259163394358, Avg. Ret : -213.691797611975
Iteration [  478  ]
Obj. val : -3.3309393876893267, Avg. Ret : -227.91718086317826
Iteration [  479  ]
Obj. val : -47.799741831998524, Avg. Ret : -177.02166323163866
Iteration [  480  ]
Obj. val : -48.98636048702523, Avg. Ret : -208.64565190842626
Iteration [  481  ]
Obj. val : -21.231284474011325, Avg. Ret : -207.5246991228493
Iteration [  482  ]
Obj. val : -84.11202825444174, Avg. Ret : -206.90910690992993
Iteration [  483  ]
Obj. val : -23.961995958385803, Avg. Ret : -195.14788000439842
Iteration [  484  ]
Obj. val : -51.84068924435259, Avg. Ret : -210.5345608281569
Iteration [  485  ]
Obj. val : -13.279540477100731, Avg. Ret : -205.25962830890248
Iteration [  486  ]
Obj. val : -68.65920803211495, Avg. Ret : -214.24094582136655
Iteration [  487  ]
Obj. val : -86.16311776446257, Avg. Ret : -203.68703808116797
Iteration [  488  ]
Obj. val : -86.82852788506392, Avg. Ret : -212.82375037999373
Iteration [  489  ]
Obj. val : -64.6844291241964, Avg. Ret : -186.95460857251004
Iteration [  490  ]
Obj. val : -76.31089976797996, Avg. Ret : -222.51434494150533
Iteration [  491  ]
Obj. val : -80.1577886781966, Avg. Ret : -186.5687077135826
Iteration [  492  ]
Obj. val : 0.7633380289782821, Avg. Ret : -192.2514985437976
Iteration [  493  ]
Obj. val : -71.84150047804097, Avg. Ret : -217.24328650524828
Iteration [  494  ]
Obj. val : 19.90345256557039, Avg. Ret : -199.44469916096278
Iteration [  495  ]
Obj. val : -17.139620407315206, Avg. Ret : -219.98351445265598
Iteration [  496  ]
Obj. val : -48.98750212892444, Avg. Ret : -189.66509755023392
Iteration [  497  ]
Obj. val : -88.43188332839316, Avg. Ret : -205.75006933299284
Iteration [  498  ]
Obj. val : -44.370934291321525, Avg. Ret : -198.13589102983786
Iteration [  499  ]
Obj. val : -48.71004257642346, Avg. Ret : -198.5635168320523
checkpoint for objective values, iteration: 500. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_4.csv
checkpoint for objective values, iteration: 500. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_4.csv
batch = 5
inside iterator
Iteration [  0  ]
Obj. val : -28.369662761227506, Avg. Ret : -316.68151709340725
Iteration [  1  ]
Obj. val : -53.53628233666159, Avg. Ret : -303.48792608741473
Iteration [  2  ]
Obj. val : -17.842985821625152, Avg. Ret : -263.28789808457316
Iteration [  3  ]
Obj. val : 7.01398093240735, Avg. Ret : -269.5040354037439
Iteration [  4  ]
Obj. val : -29.438267955647305, Avg. Ret : -295.43922485846764
Iteration [  5  ]
Obj. val : -24.735918483591103, Avg. Ret : -296.75213455058076
Iteration [  6  ]
Obj. val : -36.74132189022642, Avg. Ret : -319.543965578121
Iteration [  7  ]
Obj. val : -31.483830152100744, Avg. Ret : -294.4510655050247
Iteration [  8  ]
Obj. val : -58.2676385979262, Avg. Ret : -324.93038986564846
Iteration [  9  ]
Obj. val : -49.967666200631484, Avg. Ret : -326.57589369301866
Iteration [  10  ]
Obj. val : -19.140153463047255, Avg. Ret : -287.2641269153534
Iteration [  11  ]
Obj. val : -29.883060452855325, Avg. Ret : -292.2476697813226
Iteration [  12  ]
Obj. val : 9.315438103899197, Avg. Ret : -298.64741429382383
Iteration [  13  ]
Obj. val : -35.71073601985606, Avg. Ret : -313.61387693949194
Iteration [  14  ]
Obj. val : 4.562829039496172, Avg. Ret : -293.3242291875665
Iteration [  15  ]
Obj. val : -17.9040756433992, Avg. Ret : -312.2133622042449
Iteration [  16  ]
Obj. val : -39.496491497182895, Avg. Ret : -276.90965873044433
Iteration [  17  ]
Obj. val : 43.66779739668725, Avg. Ret : -268.9494782217335
Iteration [  18  ]
Obj. val : -47.505126064183486, Avg. Ret : -325.55693901581725
Iteration [  19  ]
Obj. val : -63.41172604795692, Avg. Ret : -318.3596871563874
Iteration [  20  ]
Obj. val : -49.623100976627654, Avg. Ret : -324.4404240045409
Iteration [  21  ]
Obj. val : -30.32460187407861, Avg. Ret : -294.911744949853
Iteration [  22  ]
Obj. val : -55.930315790220305, Avg. Ret : -437.4770753195237
Iteration [  23  ]
Obj. val : -12.886574488854048, Avg. Ret : -692.9903950616333
Iteration [  24  ]
Obj. val : -56.965380649794824, Avg. Ret : -790.3066516318381
Iteration [  25  ]
Obj. val : -55.20595526459908, Avg. Ret : -194.57201124508745
Iteration [  26  ]
Obj. val : -39.77078133011509, Avg. Ret : -687.0459016597362
Iteration [  27  ]
Obj. val : -42.728335491479136, Avg. Ret : -216.4706914246935
Iteration [  28  ]
Obj. val : -20.41399118300295, Avg. Ret : -264.8769851343283
Iteration [  29  ]
Obj. val : 3.968839258414711, Avg. Ret : -492.3064248046563
Iteration [  30  ]
Obj. val : -41.10006100838983, Avg. Ret : -231.55496922284735
Iteration [  31  ]
Obj. val : -38.47139813132276, Avg. Ret : -452.4711914511609
Iteration [  32  ]
Obj. val : -26.80459139661508, Avg. Ret : -277.7891712176977
Iteration [  33  ]
Obj. val : -36.02397828771503, Avg. Ret : -506.2351479407046
Iteration [  34  ]
Obj. val : -41.42046156994134, Avg. Ret : -375.18462496284354
Iteration [  35  ]
Obj. val : -45.18105046397042, Avg. Ret : -443.23899735636553
Iteration [  36  ]
Obj. val : -49.60979320755848, Avg. Ret : -212.98256013229675
Iteration [  37  ]
Obj. val : -55.44483048834756, Avg. Ret : -459.7234894424965
Iteration [  38  ]
Obj. val : -50.74076566413876, Avg. Ret : -240.02091910357373
Iteration [  39  ]
Obj. val : -18.838902031159222, Avg. Ret : -405.58831573245976
Iteration [  40  ]
Obj. val : -52.25546488700767, Avg. Ret : -299.5043100672616
Iteration [  41  ]
Obj. val : -5.951766151613043, Avg. Ret : -397.1005982090091
Iteration [  42  ]
Obj. val : -12.341995937076874, Avg. Ret : -278.81215092382644
Iteration [  43  ]
Obj. val : -44.75590031919093, Avg. Ret : -342.05724371790274
Iteration [  44  ]
Obj. val : -30.604422292544953, Avg. Ret : -244.1622893744381
Iteration [  45  ]
Obj. val : -10.2867203515761, Avg. Ret : -292.29593264748627
Iteration [  46  ]
Obj. val : -29.29745176144617, Avg. Ret : -303.3792675011806
Iteration [  47  ]
Obj. val : -62.59680165499555, Avg. Ret : -273.2613160161949
Iteration [  48  ]
Obj. val : -54.65058270113521, Avg. Ret : -252.5894342779303
Iteration [  49  ]
Obj. val : -43.907067594302674, Avg. Ret : -334.7506451084745
Iteration [  50  ]
Obj. val : -47.94748083439557, Avg. Ret : -260.92311706733534
Iteration [  51  ]
Obj. val : -50.97302755905691, Avg. Ret : -249.57705551089094
Iteration [  52  ]
Obj. val : -10.75783179571841, Avg. Ret : -308.5082747436858
Iteration [  53  ]
Obj. val : -9.90900353842526, Avg. Ret : -272.13961963796214
Iteration [  54  ]
Obj. val : -14.069178085402996, Avg. Ret : -264.19804154093623
Iteration [  55  ]
Obj. val : -36.835037262760714, Avg. Ret : -216.26693413515753
Iteration [  56  ]
Obj. val : -59.39966367245975, Avg. Ret : -268.3817025734359
Iteration [  57  ]
Obj. val : -32.641880960499826, Avg. Ret : -224.31426896939942
Iteration [  58  ]
Obj. val : -40.6444123251721, Avg. Ret : -275.05287641074653
Iteration [  59  ]
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Obj. val : -51.90142607407768, Avg. Ret : -250.3724759973342
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Obj. val : -48.81993517553632, Avg. Ret : -258.52895956845236
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Obj. val : -62.37296740634541, Avg. Ret : -249.7015671616505
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Obj. val : 15.812899570430226, Avg. Ret : -261.15852383308726
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Obj. val : -13.096485387893566, Avg. Ret : -260.44616686307734
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Obj. val : -21.62873991895856, Avg. Ret : -290.3993000959381
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Obj. val : -50.404519730665655, Avg. Ret : -237.524600342403
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Obj. val : -24.717510109599804, Avg. Ret : -270.23334559423535
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Obj. val : -51.680611561530554, Avg. Ret : -246.86664027181982
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Obj. val : -33.98516658219494, Avg. Ret : -312.82591703741895
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Obj. val : -0.055095377113453026, Avg. Ret : -235.6548256463826
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Obj. val : -12.221052977576754, Avg. Ret : -210.70550833738926
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Obj. val : -38.84535270405184, Avg. Ret : -230.55257832928072
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Obj. val : -6.192145076985774, Avg. Ret : -252.94978492963554
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Obj. val : -37.24214038706756, Avg. Ret : -210.1684815125776
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Obj. val : -12.938932783966443, Avg. Ret : -280.2027376255635
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Obj. val : -8.631169591743515, Avg. Ret : -227.0147044698506
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Obj. val : -19.60064812683178, Avg. Ret : -245.332103249325
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Obj. val : -70.03043113586709, Avg. Ret : -241.3504358958883
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Obj. val : -27.36494734401208, Avg. Ret : -222.86504559060955
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Obj. val : -11.150251666207915, Avg. Ret : -251.85753288865416
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Obj. val : -25.289968687615286, Avg. Ret : -285.7715397797241
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Obj. val : -26.564698331678798, Avg. Ret : -230.2512141275603
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Obj. val : -39.382691149952784, Avg. Ret : -247.18454093116182
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Obj. val : -37.195460121228294, Avg. Ret : -274.9425233566779
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Obj. val : -58.687737680220664, Avg. Ret : -223.08581243904783
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Obj. val : 0.01245552713004372, Avg. Ret : -232.08101007928343
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Obj. val : -40.38390280260096, Avg. Ret : -283.6467883443419
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Obj. val : 5.622640169693689, Avg. Ret : -238.00096155433647
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Obj. val : -56.61619540583682, Avg. Ret : -190.2882041568971
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Obj. val : -50.62834873172646, Avg. Ret : -298.1553960355111
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Obj. val : -14.565358541757213, Avg. Ret : -205.2521918019577
checkpoint for objective values, iteration: 100. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_5.csv
checkpoint for avg return values, iteration: 100. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_5.csv
Iteration [  100  ]
Obj. val : -15.7253968398335, Avg. Ret : -256.4898609352056
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Obj. val : -5.78072234769202, Avg. Ret : -256.21985000217404
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Obj. val : -47.309195838475745, Avg. Ret : -238.8770637879412
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Obj. val : -14.84967696609646, Avg. Ret : -235.77255812859167
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Obj. val : -11.915856080503886, Avg. Ret : -254.5577477834026
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Obj. val : 3.825613473080409, Avg. Ret : -189.68382959929752
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Obj. val : -85.19192312767893, Avg. Ret : -177.6505595873826
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Obj. val : -61.67946417908217, Avg. Ret : -273.96674457248145
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Obj. val : -37.07436834730817, Avg. Ret : -227.87445650721028
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Obj. val : -36.1033260984684, Avg. Ret : -224.81416466082527
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Obj. val : -87.93673595073, Avg. Ret : -250.68713873796472
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Obj. val : -8.692423866118908, Avg. Ret : -230.70611372991007
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Obj. val : -56.141174383613816, Avg. Ret : -252.29198258884898
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Obj. val : -55.26198133749477, Avg. Ret : -277.62227500504235
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Obj. val : -56.26409015921389, Avg. Ret : -223.85286247860492
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Obj. val : -60.617084332619974, Avg. Ret : -237.6927930841816
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Obj. val : -11.325214418597959, Avg. Ret : -266.6781870259418
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Obj. val : -15.099351592305048, Avg. Ret : -233.58463720360788
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Obj. val : -18.524528881715014, Avg. Ret : -210.0507164549443
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Obj. val : -59.02633081503541, Avg. Ret : -275.0691714007999
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Obj. val : -29.815187690565185, Avg. Ret : -205.80949221021456
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Obj. val : -2.0197009457207074, Avg. Ret : -232.7279837621311
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Obj. val : -24.856023691463104, Avg. Ret : -260.3105021291092
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Obj. val : -17.273781127210704, Avg. Ret : -205.56895749176365
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Obj. val : 7.815962003252395, Avg. Ret : -197.91960639942133
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Obj. val : 3.593150974233886, Avg. Ret : -318.95025067558686
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Obj. val : -2.3244390999427793, Avg. Ret : -215.6315522806431
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Obj. val : -61.771067046564994, Avg. Ret : -232.17526900836415
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Obj. val : -1.5828539362855452, Avg. Ret : -292.5239512652525
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Obj. val : -24.342584987507433, Avg. Ret : -204.47624532083518
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Obj. val : -30.304324296127287, Avg. Ret : -222.97228574549675
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Obj. val : -52.16009831136705, Avg. Ret : -294.51060179475144
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Obj. val : -13.332908410560883, Avg. Ret : -222.61828332281328
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Obj. val : -21.908940581722106, Avg. Ret : -233.25602143352688
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Obj. val : 8.88886051709575, Avg. Ret : -242.39577216985566
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Obj. val : -34.80721869654104, Avg. Ret : -195.64396315233677
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Obj. val : -67.8760172794994, Avg. Ret : -191.2879615412885
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Obj. val : -5.602378571274166, Avg. Ret : -293.52865279008125
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Obj. val : -72.45873694326644, Avg. Ret : -238.34108056845741
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Obj. val : -78.91219073422539, Avg. Ret : -191.76455160830076
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Obj. val : -6.376665914018254, Avg. Ret : -293.72515164818657
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Obj. val : -7.910423113896101, Avg. Ret : -202.48564227217798
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Obj. val : -15.074814563458801, Avg. Ret : -182.44238898475652
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Obj. val : -5.1932133818012005, Avg. Ret : -277.6810628449854
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Obj. val : 9.64569985806672, Avg. Ret : -226.08349325947503
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Obj. val : -53.86675576218849, Avg. Ret : -214.75399995381792
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Obj. val : -48.36926662196349, Avg. Ret : -271.99323103888656
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Obj. val : 0.38331701128677764, Avg. Ret : -210.7209118593006
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Obj. val : -22.39115102636009, Avg. Ret : -208.79216722555822
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Obj. val : 45.21822258818129, Avg. Ret : -299.1109840515378
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Obj. val : -66.83575304608843, Avg. Ret : -212.03080942479244
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Obj. val : -41.401743244179016, Avg. Ret : -199.9101417663634
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Obj. val : -20.19812108465846, Avg. Ret : -277.50142884963736
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Obj. val : -70.64999962982684, Avg. Ret : -191.06083734768848
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Obj. val : -10.111228225560687, Avg. Ret : -238.82796933031022
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Obj. val : -0.3171416318649847, Avg. Ret : -276.983359654701
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Obj. val : -46.69496764182598, Avg. Ret : -190.61031726915448
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Obj. val : 19.823712213049355, Avg. Ret : -219.18261776229917
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Obj. val : 2.9672588451716493, Avg. Ret : -211.6200972381482
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Obj. val : 27.72588044837758, Avg. Ret : -295.8711950308141
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Obj. val : -54.967791684552616, Avg. Ret : -227.83802974295034
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Obj. val : -31.672227776258175, Avg. Ret : -246.09441648144804
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Obj. val : -19.5950283009553, Avg. Ret : -268.7616928317845
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Obj. val : -30.711403405932092, Avg. Ret : -254.35878031167812
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Obj. val : -28.166402452161005, Avg. Ret : -219.25308023782418
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Obj. val : 6.3379662889533535, Avg. Ret : -279.8176407963578
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Obj. val : -36.44615886337246, Avg. Ret : -227.16839894619753
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Obj. val : 6.466150685353703, Avg. Ret : -202.3221915929318
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Obj. val : -11.531588380490902, Avg. Ret : -298.9458059334935
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Obj. val : -45.92644813228291, Avg. Ret : -225.98588316102388
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Obj. val : -44.33456184976527, Avg. Ret : -194.77035668776045
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Obj. val : -19.001191798169593, Avg. Ret : -251.8290763114314
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Obj. val : -78.62241041837936, Avg. Ret : -191.77572460837658
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Obj. val : -3.127727332379898, Avg. Ret : -233.197771815667
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Obj. val : -65.0356048897385, Avg. Ret : -274.43964787287166
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Obj. val : -39.83261268491552, Avg. Ret : -237.63367541841453
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Obj. val : 6.943811114273991, Avg. Ret : -229.90269502073082
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Obj. val : -40.77038910591375, Avg. Ret : -287.97498864564744
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Obj. val : -66.518816890945, Avg. Ret : -192.4378858791588
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Obj. val : -19.23504832110448, Avg. Ret : -245.4710530065637
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Obj. val : -30.779083234857268, Avg. Ret : -280.34018652568096
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Obj. val : -59.599652707896695, Avg. Ret : -203.81691277277048
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Obj. val : 5.358645326236299, Avg. Ret : -233.16035169037815
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Obj. val : -77.93820958488075, Avg. Ret : -319.8134749851413
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Obj. val : -44.351723664562485, Avg. Ret : -246.8075397512009
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Obj. val : -40.2291640658061, Avg. Ret : -229.43403385609716
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Obj. val : -76.93996045464367, Avg. Ret : -296.15985265279005
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Obj. val : -19.947010484192205, Avg. Ret : -223.7889176047075
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Obj. val : -2.2116850909417565, Avg. Ret : -202.41892000018262
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Obj. val : -14.825756230686043, Avg. Ret : -270.6760581899436
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Obj. val : 26.373387014909163, Avg. Ret : -238.28072812332587
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Obj. val : -56.43490561426866, Avg. Ret : -213.84094779484153
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Obj. val : -18.963833857874228, Avg. Ret : -262.14020563605357
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Obj. val : -21.31167193454055, Avg. Ret : -235.58841985090305
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Obj. val : -83.30422577508423, Avg. Ret : -215.38312259617723
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Obj. val : -35.997045878297335, Avg. Ret : -253.88044813195575
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Obj. val : -32.382273049182366, Avg. Ret : -190.16751517690125
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Obj. val : -13.685151872071863, Avg. Ret : -229.17285850797143
checkpoint for objective values, iteration: 200. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_5.csv
checkpoint for avg return values, iteration: 200. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_5.csv
Iteration [  200  ]
Obj. val : -33.776253838545514, Avg. Ret : -279.3975456855932
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Obj. val : -77.24665249963854, Avg. Ret : -230.23440951986805
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Obj. val : -43.0717192094196, Avg. Ret : -214.163274216759
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Obj. val : 4.594108421791006, Avg. Ret : -265.42506204281165
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Obj. val : -20.621176354955633, Avg. Ret : -190.29167081328873
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Obj. val : -35.46736589377596, Avg. Ret : -202.38970331502932
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Obj. val : 37.83908500934221, Avg. Ret : -282.33060242669853
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Obj. val : 31.12286883792332, Avg. Ret : -298.53782157532754
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Obj. val : -35.89858640097981, Avg. Ret : -213.6846815334845
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Obj. val : -90.82435342647267, Avg. Ret : -291.4393954546747
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Obj. val : 11.937865094654867, Avg. Ret : -222.43515968544588
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Obj. val : -39.59408565703798, Avg. Ret : -238.3021578603705
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Obj. val : -29.863998493053646, Avg. Ret : -241.36661089430757
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Obj. val : -4.501126644479854, Avg. Ret : -212.87875065935373
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Obj. val : -25.48976183517913, Avg. Ret : -224.75721634589968
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Obj. val : -92.22584215257146, Avg. Ret : -254.43154929192787
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Obj. val : -66.31884861620689, Avg. Ret : -249.20877064244823
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Obj. val : -44.78032365499143, Avg. Ret : -270.627049807457
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Obj. val : -37.0524798375839, Avg. Ret : -267.6741194742254
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Obj. val : -25.972595213776692, Avg. Ret : -224.73150215929942
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Obj. val : -44.19060751237474, Avg. Ret : -253.60300265506714
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Obj. val : -78.37123312543216, Avg. Ret : -280.47350988724065
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Obj. val : -48.58690296773105, Avg. Ret : -234.4842072905587
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Obj. val : 17.476480916642515, Avg. Ret : -277.58678298737084
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Obj. val : -34.39266177388442, Avg. Ret : -273.43406086307255
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Obj. val : 1.4941470414395468, Avg. Ret : -285.4710025187758
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Obj. val : 11.137996449589195, Avg. Ret : -293.0473888360074
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Obj. val : -26.92327879257113, Avg. Ret : -269.7284777893446
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Obj. val : -46.16879234164922, Avg. Ret : -287.41017798644185
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Obj. val : 2.5962818498946945, Avg. Ret : -223.7388569049594
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Obj. val : -22.213969077117945, Avg. Ret : -266.07580629704296
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Obj. val : -62.83575212936885, Avg. Ret : -233.74483367858286
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Obj. val : -36.76273211315279, Avg. Ret : -274.92143296527377
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Obj. val : 17.852709518739914, Avg. Ret : -270.2019096492089
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Obj. val : -9.565331888919893, Avg. Ret : -267.65115066494445
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Obj. val : -30.968781509942914, Avg. Ret : -232.08336228899523
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Obj. val : -26.6318883791639, Avg. Ret : -253.01139857412971
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Obj. val : -75.42025617571495, Avg. Ret : -216.02535008941234
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Obj. val : -78.565084833551, Avg. Ret : -210.53871533274855
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Obj. val : -67.58147763108285, Avg. Ret : -294.1519538221465
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Obj. val : -50.10379483241803, Avg. Ret : -281.8557447103696
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Obj. val : -39.67845166831277, Avg. Ret : -243.43471678647876
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Obj. val : -3.9705585103570655, Avg. Ret : -227.99441400765969
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Obj. val : -7.346066879775883, Avg. Ret : -257.6055098288794
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Obj. val : -72.59914315994746, Avg. Ret : -224.20347039389566
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Obj. val : -9.972300960790818, Avg. Ret : -250.4472533133456
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Obj. val : -13.764841191714314, Avg. Ret : -245.35288660314626
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Obj. val : 9.584809859373834, Avg. Ret : -196.97872908919942
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Obj. val : -12.679287627273737, Avg. Ret : -226.84088008638759
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Obj. val : 48.354103692198336, Avg. Ret : -250.63935362026461
checkpoint for objective values, iteration: 300. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_5.csv
checkpoint for avg return values, iteration: 300. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_5.csv
Iteration [  300  ]
Obj. val : -59.36234550497893, Avg. Ret : -244.2310565650748
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Obj. val : -16.68164452342779, Avg. Ret : -255.00835285270838
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Obj. val : -13.720541751272705, Avg. Ret : -267.13208486468614
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Obj. val : -72.50832828255817, Avg. Ret : -256.2674479968367
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Obj. val : 6.242809265921373, Avg. Ret : -221.16998715818434
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Obj. val : -51.71091924901937, Avg. Ret : -242.5295387433437
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Obj. val : -17.32159236430402, Avg. Ret : -248.81406756071726
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Obj. val : -34.874403332688644, Avg. Ret : -252.33279892003557
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Obj. val : -45.05524851658146, Avg. Ret : -244.52823379253243
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Obj. val : -23.550015682394605, Avg. Ret : -233.20375436117763
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Obj. val : 31.80572910757104, Avg. Ret : -216.37931988383735
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Obj. val : -57.758451243103906, Avg. Ret : -277.14315396063154
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Obj. val : -27.523875571737626, Avg. Ret : -262.6894493105835
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Obj. val : -14.256077508766253, Avg. Ret : -249.75027410478728
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Obj. val : -23.04168170696793, Avg. Ret : -287.5129533381723
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Obj. val : -51.56994358772057, Avg. Ret : -226.48524142001318
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Obj. val : -8.546907336660176, Avg. Ret : -237.56294432811583
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Obj. val : 53.22838761194981, Avg. Ret : -216.1997591928888
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Obj. val : -73.79126068654114, Avg. Ret : -215.12066945212462
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Obj. val : -28.516744314759787, Avg. Ret : -244.68774377952911
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Obj. val : -65.5937254664114, Avg. Ret : -286.29813003365206
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Obj. val : -43.95016256073637, Avg. Ret : -284.88378534463124
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Obj. val : -45.809097451331965, Avg. Ret : -259.53063261721275
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Obj. val : -34.419889142889055, Avg. Ret : -248.723379724609
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Obj. val : -59.24428721851761, Avg. Ret : -246.41482871524892
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Obj. val : -68.87253799474529, Avg. Ret : -237.73806711356661
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Obj. val : 1.8004368454697968, Avg. Ret : -271.3698695838712
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Obj. val : -62.194717081178645, Avg. Ret : -238.3354219125794
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Obj. val : -48.72171097951685, Avg. Ret : -252.16690646806623
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Obj. val : -20.15911069324284, Avg. Ret : -241.25418465231368
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Obj. val : -15.323511683556202, Avg. Ret : -242.97896671221199
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Obj. val : 33.19610829340736, Avg. Ret : -248.46480857635382
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Obj. val : -54.42892630485158, Avg. Ret : -205.35972498968857
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Obj. val : -37.62326270427837, Avg. Ret : -255.75336026385594
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Obj. val : -15.433934036313829, Avg. Ret : -290.4555457952545
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Obj. val : -28.21338414055138, Avg. Ret : -247.8181267305967
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Obj. val : 2.073890191308145, Avg. Ret : -241.58456448853866
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Obj. val : -34.11711739395905, Avg. Ret : -220.9010973578662
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Obj. val : -59.74151743786675, Avg. Ret : -261.24206845070404
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Obj. val : -64.89106089588591, Avg. Ret : -243.87224776769887
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Obj. val : -60.455665870875336, Avg. Ret : -227.3998525928668
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Obj. val : -58.94408279632142, Avg. Ret : -213.0284082274293
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Obj. val : -48.71375808549801, Avg. Ret : -226.99563134494295
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Obj. val : -3.379884068558482, Avg. Ret : -183.76346112535236
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Obj. val : -70.8689065021511, Avg. Ret : -241.61654978007843
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Obj. val : -66.63747732511982, Avg. Ret : -235.63436628792323
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Obj. val : -45.650972764533726, Avg. Ret : -178.83268307007657
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Obj. val : -46.363785138058475, Avg. Ret : -223.405418277101
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Obj. val : -50.874964347123296, Avg. Ret : -241.70106897644507
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Obj. val : -25.043896484700415, Avg. Ret : -228.62969832249513
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Obj. val : -39.429623020613995, Avg. Ret : -208.55544020209302
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Obj. val : -53.8526895909696, Avg. Ret : -205.958378333408
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Obj. val : -59.95079609993211, Avg. Ret : -212.80834167641365
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Obj. val : -3.117782087848461, Avg. Ret : -244.8399099448566
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Obj. val : -42.68991669296871, Avg. Ret : -208.40085391199963
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Obj. val : -37.97079789145663, Avg. Ret : -210.5745342079084
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Obj. val : -17.816729321176783, Avg. Ret : -237.08232608987976
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Obj. val : 2.5773632826574016, Avg. Ret : -209.75629440745053
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Obj. val : -56.71579151784006, Avg. Ret : -204.20423953232304
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Obj. val : -5.750176208821955, Avg. Ret : -218.5305126228881
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Obj. val : -6.399486319140905, Avg. Ret : -206.57317278662845
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Obj. val : -71.99426162726206, Avg. Ret : -210.13539786045146
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Obj. val : -34.17595526447145, Avg. Ret : -249.59971173060023
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Obj. val : -33.06827387392482, Avg. Ret : -227.48247462940887
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Obj. val : 2.9045581097596767, Avg. Ret : -187.97098655618825
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Obj. val : -23.946900831570893, Avg. Ret : -240.11448764091878
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Obj. val : 25.898494626921412, Avg. Ret : -197.1609663771693
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Obj. val : -73.66349947383108, Avg. Ret : -190.06275550068207
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Obj. val : -23.60415310503226, Avg. Ret : -268.6873091354336
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Obj. val : -29.881337786114685, Avg. Ret : -200.0265755131382
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Obj. val : -28.578779697330766, Avg. Ret : -205.9695319521544
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Obj. val : -57.39753805905366, Avg. Ret : -244.26364603024365
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Obj. val : -37.134125234602784, Avg. Ret : -172.2881524269177
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Obj. val : 5.343628385386246, Avg. Ret : -208.46155935211533
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Obj. val : -51.79511817042106, Avg. Ret : -270.2116803060799
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Obj. val : -51.99887865007267, Avg. Ret : -202.48653556899353
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Obj. val : -60.96739809343006, Avg. Ret : -197.39312478633602
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Obj. val : -34.547396331235234, Avg. Ret : -233.59356793380462
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Obj. val : -48.51106721327716, Avg. Ret : -217.42807002114012
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Obj. val : -9.990075902279735, Avg. Ret : -224.57432695272604
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Obj. val : -51.26739545715704, Avg. Ret : -230.35562304627118
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Obj. val : 5.423201391058889, Avg. Ret : -189.2958596075341
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Obj. val : 39.00857633272271, Avg. Ret : -214.51099321709455
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Obj. val : -66.95061142324481, Avg. Ret : -206.8666137994357
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Obj. val : -41.778887903002314, Avg. Ret : -244.31061839469575
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Obj. val : 4.569759962468858, Avg. Ret : -194.0215559692614
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Obj. val : -10.152036887394182, Avg. Ret : -264.43861715997394
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Obj. val : -66.03547683068743, Avg. Ret : -226.54793270009833
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Obj. val : -12.662454175744493, Avg. Ret : -213.90308097972684
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Obj. val : -4.341912226044236, Avg. Ret : -193.7669094558627
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Obj. val : -39.991261234950336, Avg. Ret : -191.44568661137063
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Obj. val : -74.913130914457, Avg. Ret : -205.14886494300652
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Obj. val : -57.93575911297722, Avg. Ret : -247.29234826731127
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Obj. val : -59.270539862238024, Avg. Ret : -194.8219965005164
checkpoint for objective values, iteration: 400. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_5.csv
checkpoint for avg return values, iteration: 400. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_5.csv
Iteration [  400  ]
Obj. val : -8.194143213911246, Avg. Ret : -227.59801536142703
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Obj. val : -46.33657543188209, Avg. Ret : -248.76363983403363
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Obj. val : -58.50667040455503, Avg. Ret : -238.1952525552368
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Obj. val : -69.06933013944692, Avg. Ret : -208.8224729116173
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Obj. val : -46.11104930614111, Avg. Ret : -204.63593825272812
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Obj. val : -73.27526686653374, Avg. Ret : -225.00789647493835
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Obj. val : -61.471078566377834, Avg. Ret : -231.6537550431649
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Obj. val : -8.775975438667853, Avg. Ret : -193.38928889054839
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Obj. val : -43.43533627105591, Avg. Ret : -227.09181164073743
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Obj. val : -25.675097740540618, Avg. Ret : -195.86121089868385
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Obj. val : -33.353593757757466, Avg. Ret : -225.80166209947868
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Obj. val : -34.105993356882614, Avg. Ret : -168.95060221232328
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Obj. val : -64.00008858355129, Avg. Ret : -216.82175332888974
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Obj. val : -16.527919122845724, Avg. Ret : -205.9587043702884
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Obj. val : -36.489173071081765, Avg. Ret : -258.731995233944
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Obj. val : -7.540146264561471, Avg. Ret : -198.95613751047327
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Obj. val : -60.83019470168057, Avg. Ret : -211.59118817328073
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Obj. val : -36.82083584507625, Avg. Ret : -232.4208962090073
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Obj. val : -55.75599245971429, Avg. Ret : -180.2469447484833
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Obj. val : -69.59588942619023, Avg. Ret : -218.93620843121525
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Obj. val : -7.926392963103794, Avg. Ret : -198.1878428094712
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Obj. val : -49.73289118770617, Avg. Ret : -257.46789425574786
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Obj. val : -65.97711440152743, Avg. Ret : -209.1547888645597
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Obj. val : -4.819111957479102, Avg. Ret : -238.9487005469744
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Obj. val : -21.220668497980217, Avg. Ret : -206.713324745503
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Obj. val : -37.460690294477814, Avg. Ret : -226.11258525845096
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Obj. val : -68.26145333639596, Avg. Ret : -234.41267276246262
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Obj. val : -71.83249830358045, Avg. Ret : -200.94353459468476
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Obj. val : -66.58252177072738, Avg. Ret : -268.3927496410304
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Obj. val : -60.98787467109938, Avg. Ret : -198.51288067991717
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Obj. val : -24.450069069941016, Avg. Ret : -245.68396377662452
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Obj. val : 10.165274209220335, Avg. Ret : -233.0752158177225
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Iteration [  468  ]
Obj. val : -33.23406956368358, Avg. Ret : -193.4335248564273
Iteration [  469  ]
Obj. val : -46.48760051068612, Avg. Ret : -209.98804623467203
Iteration [  470  ]
Obj. val : 1.592715735612991, Avg. Ret : -225.47219296687143
Iteration [  471  ]
Obj. val : -45.268689699933674, Avg. Ret : -232.0375508547216
Iteration [  472  ]
Obj. val : -52.28517221060281, Avg. Ret : -215.9071300207006
Iteration [  473  ]
Obj. val : -62.81009238441183, Avg. Ret : -227.9041101547959
Iteration [  474  ]
Obj. val : -38.88772573825052, Avg. Ret : -213.01263245724692
Iteration [  475  ]
Obj. val : -35.21861343464791, Avg. Ret : -179.49446071731916
Iteration [  476  ]
Obj. val : -67.17049020157364, Avg. Ret : -214.33599737989408
Iteration [  477  ]
Obj. val : -73.5985298324301, Avg. Ret : -201.88921073932394
Iteration [  478  ]
Obj. val : -61.02872070451892, Avg. Ret : -208.53217894248323
Iteration [  479  ]
Obj. val : -70.31104802001431, Avg. Ret : -218.7930656910759
Iteration [  480  ]
Obj. val : -20.95225985664456, Avg. Ret : -179.12148521031358
Iteration [  481  ]
Obj. val : -48.844032199076196, Avg. Ret : -211.35445539258296
Iteration [  482  ]
Obj. val : -67.5855975049932, Avg. Ret : -226.28140618012262
Iteration [  483  ]
Obj. val : -31.279154514820867, Avg. Ret : -213.87809794298772
Iteration [  484  ]
Obj. val : -62.153761619763564, Avg. Ret : -182.590988302201
Iteration [  485  ]
Obj. val : -64.68626778318377, Avg. Ret : -226.16666358539885
Iteration [  486  ]
Obj. val : -35.37817162431901, Avg. Ret : -221.6711500951794
Iteration [  487  ]
Obj. val : -13.318892364378094, Avg. Ret : -173.9740051800693
Iteration [  488  ]
Obj. val : -55.39768644710276, Avg. Ret : -203.7501078421187
Iteration [  489  ]
Obj. val : -43.3073590820275, Avg. Ret : -216.05573516449707
Iteration [  490  ]
Obj. val : -78.33391951635558, Avg. Ret : -206.1730246127039
Iteration [  491  ]
Obj. val : -45.03449530406018, Avg. Ret : -218.09366947394602
Iteration [  492  ]
Obj. val : -43.365859523452315, Avg. Ret : -221.79835816366946
Iteration [  493  ]
Obj. val : -20.60915651001316, Avg. Ret : -203.85457825209704
Iteration [  494  ]
Obj. val : -36.6809047727626, Avg. Ret : -217.297728935643
Iteration [  495  ]
Obj. val : -47.406960575164575, Avg. Ret : -212.10501057479425
Iteration [  496  ]
Obj. val : -23.398843311417846, Avg. Ret : -235.57592515374827
Iteration [  497  ]
Obj. val : -44.99574202657524, Avg. Ret : -238.61292228684658
Iteration [  498  ]
Obj. val : -54.633084288868886, Avg. Ret : -182.55792014779604
Iteration [  499  ]
Obj. val : -73.68956687589684, Avg. Ret : -193.09753396548186
checkpoint for objective values, iteration: 500. Saved at  ./tests/lunarlander/alpha_0_1/ evar_obj_5.csv
checkpoint for objective values, iteration: 500. Saved at  ./tests/lunarlander/alpha_0_1/ evar_ret_5.csv
