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- 20 layers vs 20 layers
- 100 iters vs 200 iters
- games played: 50
- mcts_nn_1 wins: 25
- mcts_nn_2 wins: 25
- draws: 0
- time taken to play: 993.7766199111938 seconds
- nn 1 average number of states explored: 808.86
- nn 2 average number of states explored: 786.52
- nn 1 average time taken for search: 0.5015774702187628
- nn 2 average time taken for search: 0.4674134263768792
- total time taken so far: 997.1147601604462
- 20 layers vs 20 layers
- 100 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 18
- mcts_nn_2 wins: 32
- draws: 0
- time taken to play: 578.7782781124115 seconds
- nn 1 average number of states explored: 494.12
- nn 2 average number of states explored: 501.96
- nn 1 average time taken for search: 0.4814793470506875
- nn 2 average time taken for search: 0.4832688468525525
- total time taken so far: 581.5950195789337
- 20 layers vs 20 layers
- 100 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 21
- mcts_nn_2 wins: 29
- draws: 0
- time taken to play: 932.9973537921906 seconds
- nn 1 average number of states explored: 735.0
- nn 2 average number of states explored: 731.08
- nn 1 average time taken for search: 0.5264841731389364
- nn 2 average time taken for search: 0.5086417463090684
- total time taken so far: 1515.783774137497
- 20 layers vs 20 layers
- 100 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 22
- mcts_nn_2 wins: 28
- draws: 0
- time taken to play: 693.6539077758789 seconds
- nn 1 average number of states explored: 571.32
- nn 2 average number of states explored: 545.74
- nn 1 average time taken for search: 0.5244471963621204
- nn 2 average time taken for search: 0.49554510390460055
- total time taken so far: 2210.3073601722717
- 20 layers vs 20 layers
- 100 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 17
- mcts_nn_2 wins: 32
- draws: 1
- time taken to play: 849.168963432312 seconds
- nn 1 average number of states explored: 665.74
- nn 2 average number of states explored: 664.32
- nn 1 average time taken for search: 0.5336242748549204
- nn 2 average time taken for search: 0.5183518039381534
- total time taken so far: 3060.54896402359
- 20 layers vs 20 layers
- 100 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 18
- mcts_nn_2 wins: 31
- draws: 1
- time taken to play: 1006.685845375061 seconds
- nn 1 average number of states explored: 730.98
- nn 2 average number of states explored: 698.4
- nn 1 average time taken for search: 0.5883434661410072
- nn 2 average time taken for search: 0.5539114613424648
- total time taken so far: 4068.435678243637
- 20 layers vs 20 layers
- 200 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 41
- mcts_nn_2 wins: 9
- draws: 0
- time taken to play: 468.2927508354187 seconds
- nn 1 average number of states explored: 397.94
- nn 2 average number of states explored: 420.84
- nn 1 average time taken for search: 0.47193536460399627
- nn 2 average time taken for search: 0.501994634171327
- total time taken so far: 4537.27880191803
- 20 layers vs 20 layers
- 200 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 30
- mcts_nn_2 wins: 19
- draws: 1
- time taken to play: 1090.0542845726013 seconds
- nn 1 average number of states explored: 853.58
- nn 2 average number of states explored: 878.9
- nn 1 average time taken for search: 0.4994816239140615
- nn 2 average time taken for search: 0.5165813708283098
- total time taken so far: 5628.576164722443
- 20 layers vs 20 layers
- 200 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 36
- mcts_nn_2 wins: 14
- draws: 0
- time taken to play: 657.3510859012604 seconds
- nn 1 average number of states explored: 557.78
- nn 2 average number of states explored: 546.84
- nn 1 average time taken for search: 0.4848783243103921
- nn 2 average time taken for search: 0.4759557693978529
- total time taken so far: 6286.672238349915
- 20 layers vs 20 layers
- 200 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 38
- mcts_nn_2 wins: 12
- draws: 0
- time taken to play: 700.1351656913757 seconds
- nn 1 average number of states explored: 609.28
- nn 2 average number of states explored: 611.92
- nn 1 average time taken for search: 0.4617251361983706
- nn 2 average time taken for search: 0.46649537111816813
- total time taken so far: 6987.644394636154
- 20 layers vs 20 layers
- 200 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 27
- mcts_nn_2 wins: 23
- draws: 0
- time taken to play: 600.6969177722931 seconds
- nn 1 average number of states explored: 540.62
- nn 2 average number of states explored: 510.3
- nn 1 average time taken for search: 0.47192729383797083
- nn 2 average time taken for search: 0.4339910623170098
- total time taken so far: 7589.065353155136
- 20 layers vs 20 layers
- 300 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 27
- mcts_nn_2 wins: 23
- draws: 0
- time taken to play: 428.36914134025574 seconds
- nn 1 average number of states explored: 379.48
- nn 2 average number of states explored: 440.36
- nn 1 average time taken for search: 0.388641065120697
- nn 2 average time taken for search: 0.4665815773010254
- total time taken so far: 8017.935661315918
- 20 layers vs 20 layers
- 300 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 37
- mcts_nn_2 wins: 13
- draws: 0
- time taken to play: 647.0352902412415 seconds
- nn 1 average number of states explored: 585.72
- nn 2 average number of states explored: 608.72
- nn 1 average time taken for search: 0.4320157145665697
- nn 2 average time taken for search: 0.45764481364531295
- total time taken so far: 8665.768274307251
- 20 layers vs 20 layers
- 300 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 28
- mcts_nn_2 wins: 20
- draws: 2
- time taken to play: 768.9342563152313 seconds
- nn 1 average number of states explored: 517.48
- nn 2 average number of states explored: 557.78
- nn 1 average time taken for search: 0.526414239050484
- nn 2 average time taken for search: 0.5655611334620295
- total time taken so far: 9435.561267375946
- 20 layers vs 20 layers
- 300 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 36
- mcts_nn_2 wins: 14
- draws: 0
- time taken to play: 814.9334990978241 seconds
- nn 1 average number of states explored: 641.36
- nn 2 average number of states explored: 673.7
- nn 1 average time taken for search: 0.4889834953556788
- nn 2 average time taken for search: 0.5117832488239471
- total time taken so far: 10251.462664365768
- 20 layers vs 20 layers
- 300 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 36
- mcts_nn_2 wins: 14
- draws: 0
- time taken to play: 717.9828987121582 seconds
- nn 1 average number of states explored: 530.96
- nn 2 average number of states explored: 588.66
- nn 1 average time taken for search: 0.4941811495453772
- nn 2 average time taken for search: 0.5522912832942323
- total time taken so far: 10970.349133968353
- 20 layers vs 20 layers
- 400 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 25
- mcts_nn_2 wins: 25
- draws: 0
- time taken to play: 840.7526013851166 seconds
- nn 1 average number of states explored: 624.96
- nn 2 average number of states explored: 636.88
- nn 1 average time taken for search: 0.5564965885382236
- nn 2 average time taken for search: 0.5687872986371652
- total time taken so far: 11812.17700457573
- 20 layers vs 20 layers
- 400 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 32
- mcts_nn_2 wins: 18
- draws: 0
- time taken to play: 773.878130197525 seconds
- nn 1 average number of states explored: 628.78
- nn 2 average number of states explored: 647.24
- nn 1 average time taken for search: 0.5219680750930069
- nn 2 average time taken for search: 0.5150884433080686
- total time taken so far: 12586.97738313675
- 20 layers vs 20 layers
- 400 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 22
- mcts_nn_2 wins: 28
- draws: 0
- time taken to play: 758.0574812889099 seconds
- nn 1 average number of states explored: 587.62
- nn 2 average number of states explored: 572.48
- nn 1 average time taken for search: 0.5642812590647931
- nn 2 average time taken for search: 0.5437675192624898
- total time taken so far: 13345.95738363266
- 20 layers vs 20 layers
- 400 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 27
- mcts_nn_2 wins: 23
- draws: 0
- time taken to play: 852.5156619548798 seconds
- nn 1 average number of states explored: 615.0
- nn 2 average number of states explored: 637.96
- nn 1 average time taken for search: 0.5685000740315603
- nn 2 average time taken for search: 0.5879819794841434
- total time taken so far: 14199.433687210083
- 20 layers vs 20 layers
- 400 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 24
- mcts_nn_2 wins: 26
- draws: 0
- time taken to play: 753.7301213741302 seconds
- nn 1 average number of states explored: 594.48
- nn 2 average number of states explored: 593.2
- nn 1 average time taken for search: 0.5274218369332805
- nn 2 average time taken for search: 0.527929976478031
- total time taken so far: 14954.135528087616
- 20 layers vs 20 layers
- 500 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 33
- mcts_nn_2 wins: 17
- draws: 0
- time taken to play: 622.3073599338531 seconds
- nn 1 average number of states explored: 537.92
- nn 2 average number of states explored: 545.2
- nn 1 average time taken for search: 0.48785982635871095
- nn 2 average time taken for search: 0.49194247451866463
- total time taken so far: 15577.152587652206
- 20 layers vs 20 layers
- 500 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 30
- mcts_nn_2 wins: 20
- draws: 0
- time taken to play: 733.9052386283875 seconds
- nn 1 average number of states explored: 663.56
- nn 2 average number of states explored: 664.74
- nn 1 average time taken for search: 0.4694564189862045
- nn 2 average time taken for search: 0.46853645357676565
- total time taken so far: 16311.9445810318
- 20 layers vs 20 layers
- 500 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 35
- mcts_nn_2 wins: 15
- draws: 0
- time taken to play: 776.1487634181976 seconds
- nn 1 average number of states explored: 627.84
- nn 2 average number of states explored: 612.8
- nn 1 average time taken for search: 0.5479747327741163
- nn 2 average time taken for search: 0.52513816845384
- total time taken so far: 17088.983765363693
- 20 layers vs 20 layers
- 500 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 33
- mcts_nn_2 wins: 17
- draws: 0
- time taken to play: 822.3970191478729 seconds
- nn 1 average number of states explored: 665.68
- nn 2 average number of states explored: 705.08
- nn 1 average time taken for search: 0.4933249314028518
- nn 2 average time taken for search: 0.535448489930098
- total time taken so far: 17912.35746216774
- 20 layers vs 20 layers
- 500 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 30
- mcts_nn_2 wins: 19
- draws: 1
- time taken to play: 784.2703828811646 seconds
- nn 1 average number of states explored: 626.02
- nn 2 average number of states explored: 609.08
- nn 1 average time taken for search: 0.5346165569171026
- nn 2 average time taken for search: 0.5262601753560509
- total time taken so far: 18697.564690113068
- 20 layers vs 20 layers
- 600 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 25
- mcts_nn_2 wins: 25
- draws: 0
- time taken to play: 704.4258146286011 seconds
- nn 1 average number of states explored: 550.3
- nn 2 average number of states explored: 535.52
- nn 1 average time taken for search: 0.5835926072164015
- nn 2 average time taken for search: 0.5579622480776403
- total time taken so far: 19402.74344229698
- 20 layers vs 20 layers
- 600 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 35
- mcts_nn_2 wins: 15
- draws: 0
- time taken to play: 764.3530702590942 seconds
- nn 1 average number of states explored: 623.9
- nn 2 average number of states explored: 628.46
- nn 1 average time taken for search: 0.5465345953551817
- nn 2 average time taken for search: 0.5280486546771627
- total time taken so far: 20167.928757190704
- 20 layers vs 20 layers
- 600 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 35
- mcts_nn_2 wins: 15
- draws: 0
- time taken to play: 706.1050662994385 seconds
- nn 1 average number of states explored: 586.72
- nn 2 average number of states explored: 552.42
- nn 1 average time taken for search: 0.5660121851701003
- nn 2 average time taken for search: 0.5184128218430739
- total time taken so far: 20874.880446195602
- 20 layers vs 20 layers
- 600 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 45
- mcts_nn_2 wins: 5
- draws: 0
- time taken to play: 565.5900602340698 seconds
- nn 1 average number of states explored: 496.38
- nn 2 average number of states explored: 522.72
- nn 1 average time taken for search: 0.4789132728344864
- nn 2 average time taken for search: 0.5011739474203851
- total time taken so far: 21441.184968948364
- 20 layers vs 20 layers
- 600 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 27
- mcts_nn_2 wins: 23
- draws: 0
- time taken to play: 550.6898174285889 seconds
- nn 1 average number of states explored: 502.64
- nn 2 average number of states explored: 489.68
- nn 1 average time taken for search: 0.4935554737758299
- nn 2 average time taken for search: 0.47755208916883163
- total time taken so far: 21992.530242443085
- 20 layers vs 20 layers
- 700 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 22
- mcts_nn_2 wins: 28
- draws: 0
- time taken to play: 765.8484010696411 seconds
- nn 1 average number of states explored: 545.44
- nn 2 average number of states explored: 525.8
- nn 1 average time taken for search: 0.6399832604176457
- nn 2 average time taken for search: 0.6074685618694611
- total time taken so far: 22759.32450556755
- 20 layers vs 20 layers
- 700 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 22
- mcts_nn_2 wins: 28
- draws: 0
- time taken to play: 798.2599339485168 seconds
- nn 1 average number of states explored: 581.12
- nn 2 average number of states explored: 553.5
- nn 1 average time taken for search: 0.6585746874020795
- nn 2 average time taken for search: 0.5966268693368266
- total time taken so far: 23558.495037794113
- 20 layers vs 20 layers
- 700 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 19
- mcts_nn_2 wins: 31
- draws: 0
- time taken to play: 736.1958627700806 seconds
- nn 1 average number of states explored: 552.5
- nn 2 average number of states explored: 501.72
- nn 1 average time taken for search: 0.6458925889208426
- nn 2 average time taken for search: 0.5552038978907018
- total time taken so far: 24295.546246528625
- 20 layers vs 20 layers
- 700 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 25
- mcts_nn_2 wins: 25
- draws: 0
- time taken to play: 733.2102913856506 seconds
- nn 1 average number of states explored: 575.6
- nn 2 average number of states explored: 573.64
- nn 1 average time taken for search: 0.5864791870117188
- nn 2 average time taken for search: 0.5646345270504741
- total time taken so far: 25029.64598274231
- 20 layers vs 20 layers
- 700 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 23
- mcts_nn_2 wins: 27
- draws: 0
- time taken to play: 633.9152188301086 seconds
- nn 1 average number of states explored: 512.92
- nn 2 average number of states explored: 455.64
- nn 1 average time taken for search: 0.6051500242375818
- nn 2 average time taken for search: 0.5210068692516178
- total time taken so far: 25664.358061552048
- 20 layers vs 20 layers
- 800 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 37
- mcts_nn_2 wins: 13
- draws: 0
- time taken to play: 832.5183217525482 seconds
- nn 1 average number of states explored: 566.02
- nn 2 average number of states explored: 584.98
- nn 1 average time taken for search: 0.5827474747385297
- nn 2 average time taken for search: 0.6046650849069868
- total time taken so far: 26497.865275144577
- 20 layers vs 20 layers
- 800 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 22
- mcts_nn_2 wins: 28
- draws: 0
- time taken to play: 866.3715167045593 seconds
- nn 1 average number of states explored: 605.18
- nn 2 average number of states explored: 613.14
- nn 1 average time taken for search: 0.5989794948183257
- nn 2 average time taken for search: 0.594225477021316
- total time taken so far: 27365.30209994316
- 20 layers vs 20 layers
- 800 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 22
- mcts_nn_2 wins: 28
- draws: 0
- time taken to play: 834.0387647151947 seconds
- nn 1 average number of states explored: 588.92
- nn 2 average number of states explored: 577.12
- nn 1 average time taken for search: 0.6125478720630869
- nn 2 average time taken for search: 0.5787165983552073
- total time taken so far: 28200.269906520844
- 20 layers vs 20 layers
- 800 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 27
- mcts_nn_2 wins: 23
- draws: 0
- time taken to play: 876.236180305481 seconds
- nn 1 average number of states explored: 621.9
- nn 2 average number of states explored: 646.94
- nn 1 average time taken for search: 0.5806957544014857
- nn 2 average time taken for search: 0.5921806435802347
- total time taken so far: 29077.679604530334
- 20 layers vs 20 layers
- 800 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 20
- mcts_nn_2 wins: 30
- draws: 0
- time taken to play: 726.9105908870697 seconds
- nn 1 average number of states explored: 515.52
- nn 2 average number of states explored: 515.4
- nn 1 average time taken for search: 0.59321845288054
- nn 2 average time taken for search: 0.5754427341639323
- total time taken so far: 29805.42419075966
- 20 layers vs 20 layers
- 900 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 12
- mcts_nn_2 wins: 38
- draws: 0
- time taken to play: 779.7000262737274 seconds
- nn 1 average number of states explored: 544.34
- nn 2 average number of states explored: 563.76
- nn 1 average time taken for search: 0.5657328365456685
- nn 2 average time taken for search: 0.5945596279223878
- total time taken so far: 30586.073330640793
- 20 layers vs 20 layers
- 900 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 23
- mcts_nn_2 wins: 27
- draws: 0
- time taken to play: 722.02516746521 seconds
- nn 1 average number of states explored: 486.12
- nn 2 average number of states explored: 525.02
- nn 1 average time taken for search: 0.5511942507740789
- nn 2 average time taken for search: 0.6003804218273955
- total time taken so far: 31308.999197006226
- 20 layers vs 20 layers
- 900 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 23
- mcts_nn_2 wins: 27
- draws: 0
- time taken to play: 671.9979441165924 seconds
- nn 1 average number of states explored: 475.24
- nn 2 average number of states explored: 471.12
- nn 1 average time taken for search: 0.5873951645164223
- nn 2 average time taken for search: 0.5856051136563708
- total time taken so far: 31981.781413078308
- 20 layers vs 20 layers
- 900 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 20
- mcts_nn_2 wins: 30
- draws: 0
- time taken to play: 790.4481184482574 seconds
- nn 1 average number of states explored: 593.82
- nn 2 average number of states explored: 603.94
- nn 1 average time taken for search: 0.5572573991974706
- nn 2 average time taken for search: 0.5719385607559794
- total time taken so far: 32773.26986694336
- 20 layers vs 20 layers
- 900 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 24
- mcts_nn_2 wins: 26
- draws: 0
- time taken to play: 763.4581477642059 seconds
- nn 1 average number of states explored: 506.48
- nn 2 average number of states explored: 501.42
- nn 1 average time taken for search: 0.609218631362915
- nn 2 average time taken for search: 0.6104016651153564
- total time taken so far: 33537.604378938675
- 20 layers vs 20 layers
- 1000 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 25
- mcts_nn_2 wins: 23
- draws: 2
- time taken to play: 1252.2213294506073 seconds
- nn 1 average number of states explored: 830.98
- nn 2 average number of states explored: 837.86
- nn 1 average time taken for search: 0.5884691697989413
- nn 2 average time taken for search: 0.5714261852522728
- total time taken so far: 34791.46182155609
- 20 layers vs 20 layers
- 1000 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 30
- mcts_nn_2 wins: 20
- draws: 0
- time taken to play: 792.4275631904602 seconds
- nn 1 average number of states explored: 599.5
- nn 2 average number of states explored: 604.48
- nn 1 average time taken for search: 0.5521883984545728
- nn 2 average time taken for search: 0.5543597188029256
- total time taken so far: 35584.86239695549
- 20 layers vs 20 layers
- 1000 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 37
- mcts_nn_2 wins: 13
- draws: 0
- time taken to play: 687.4693825244904 seconds
- nn 1 average number of states explored: 517.48
- nn 2 average number of states explored: 524.6
- nn 1 average time taken for search: 0.5586645053882225
- nn 2 average time taken for search: 0.5628444809539646
- total time taken so far: 36273.134189128876
- 20 layers vs 20 layers
- 1000 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 36
- mcts_nn_2 wins: 14
- draws: 0
- time taken to play: 759.8392915725708 seconds
- nn 1 average number of states explored: 560.82
- nn 2 average number of states explored: 601.94
- nn 1 average time taken for search: 0.5302775934833125
- nn 2 average time taken for search: 0.5644558810912513
- total time taken so far: 37033.92454457283
- 20 layers vs 20 layers
- 1000 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 27
- mcts_nn_2 wins: 23
- draws: 0
- time taken to play: 1284.1567466259003 seconds
- nn 1 average number of states explored: 892.26
- nn 2 average number of states explored: 876.06
- nn 1 average time taken for search: 0.5659297777007316
- nn 2 average time taken for search: 0.5450938698324008
- total time taken so far: 38319.731656074524
- 20 layers vs 20 layers
- 1100 iters vs 100 iters
- games played: 50
- mcts_nn_1 wins: 26
- mcts_nn_2 wins: 24
- draws: 0
- time taken to play: 699.8936431407928 seconds
- nn 1 average number of states explored: 498.5
- nn 2 average number of states explored: 491.4
- nn 1 average time taken for search: 0.6169459564492287
- nn 2 average time taken for search: 0.5899900492402967
- total time taken so far: 39020.43504858017
- 20 layers vs 20 layers
- 1100 iters vs 200 iters
- games played: 50
- mcts_nn_1 wins: 8
- mcts_nn_2 wins: 42
- draws: 0
- time taken to play: 570.206864118576 seconds
- nn 1 average number of states explored: 448.82
- nn 2 average number of states explored: 429.48
- nn 1 average time taken for search: 0.5641120341722186
- nn 2 average time taken for search: 0.5241745010616674
- total time taken so far: 39591.29329991341
- 20 layers vs 20 layers
- 1100 iters vs 300 iters
- games played: 50
- mcts_nn_1 wins: 20
- mcts_nn_2 wins: 30
- draws: 0
- time taken to play: 542.183922290802 seconds
- nn 1 average number of states explored: 439.52
- nn 2 average number of states explored: 377.06
- nn 1 average time taken for search: 0.5854355696390366
- nn 2 average time taken for search: 0.48204274008259973
- total time taken so far: 40134.076248407364
- 20 layers vs 20 layers
- 1100 iters vs 400 iters
- games played: 50
- mcts_nn_1 wins: 28
- mcts_nn_2 wins: 22
- draws: 0
- time taken to play: 800.8168904781342 seconds
- nn 1 average number of states explored: 594.52
- nn 2 average number of states explored: 577.58
- nn 1 average time taken for search: 0.5960524134240296
- nn 2 average time taken for search: 0.5677150409815093
- total time taken so far: 40935.87652015686
- 20 layers vs 20 layers
- 1100 iters vs 500 iters
- games played: 50
- mcts_nn_1 wins: 18
- mcts_nn_2 wins: 32
- draws: 0
- time taken to play: 709.7174956798553 seconds
- nn 1 average number of states explored: 581.58
- nn 2 average number of states explored: 567.4
- nn 1 average time taken for search: 0.5371706563918317
- nn 2 average time taken for search: 0.5186837685978715
- total time taken so far: 41646.39000749588
- 20 layers vs 20 layers
- 1100 iters vs 600 iters
- games played: 50
- mcts_nn_1 wins: 18
- mcts_nn_2 wins: 32
- draws: 0
- time taken to play: 684.9384245872498 seconds
- nn 1 average number of states explored: 561.36
- nn 2 average number of states explored: 567.32
- nn 1 average time taken for search: 0.5394298781098888
- nn 2 average time taken for search: 0.5273475245268966
- total time taken so far: 42332.13873672485
- 20 layers vs 20 layers
- 1100 iters vs 700 iters
- games played: 50
- mcts_nn_1 wins: 31
- mcts_nn_2 wins: 19
- draws: 0
- time taken to play: 733.7737157344818 seconds
- nn 1 average number of states explored: 561.68
- nn 2 average number of states explored: 557.32
- nn 1 average time taken for search: 0.5601760353152541
- nn 2 average time taken for search: 0.5601100808618995
- total time taken so far: 43066.813403606415
- 20 layers vs 20 layers
- 1100 iters vs 800 iters
- games played: 50
- mcts_nn_1 wins: 17
- mcts_nn_2 wins: 33
- draws: 0
- time taken to play: 728.0401751995087 seconds
- nn 1 average number of states explored: 575.82
- nn 2 average number of states explored: 579.5
- nn 1 average time taken for search: 0.5383347397626832
- nn 2 average time taken for search: 0.5181605025779369
- total time taken so far: 43795.75207853317
- 20 layers vs 20 layers
- 1100 iters vs 900 iters
- games played: 50
- mcts_nn_1 wins: 23
- mcts_nn_2 wins: 27
- draws: 0
- time taken to play: 809.7240824699402 seconds
- nn 1 average number of states explored: 594.08
- nn 2 average number of states explored: 567.7
- nn 1 average time taken for search: 0.6030730238591118
- nn 2 average time taken for search: 0.5585813861468742
- total time taken so far: 44606.45278072357
- 20 layers vs 20 layers
- 1100 iters vs 1000 iters
- games played: 50
- mcts_nn_1 wins: 29
- mcts_nn_2 wins: 21
- draws: 0
- time taken to play: 995.0265853404999 seconds
- nn 1 average number of states explored: 755.58
- nn 2 average number of states explored: 739.34
- nn 1 average time taken for search: 0.5569264281029794
- nn 2 average time taken for search: 0.5253129244370138
- total time taken so far: 45602.71889305115
- 20 layers vs 20 layers
- 1100 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 20
- mcts_nn_2 wins: 30
- draws: 0
- time taken to play: 788.4427652359009 seconds
- nn 1 average number of states explored: 677.48
- nn 2 average number of states explored: 675.8
- nn 1 average time taken for search: 0.4942958662870625
- nn 2 average time taken for search: 0.47374059646625216
- total time taken so far: 46392.09867596626
- 20 layers vs 20 layers
- 1100 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 17
- mcts_nn_2 wins: 33
- draws: 0
- time taken to play: 834.4283273220062 seconds
- nn 1 average number of states explored: 661.46
- nn 2 average number of states explored: 636.46
- nn 1 average time taken for search: 0.5331388578486087
- nn 2 average time taken for search: 0.5028888277746552
- total time taken so far: 47227.57353019714
- 20 layers vs 20 layers
- 1100 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 14
- mcts_nn_2 wins: 36
- draws: 0
- time taken to play: 1060.0596930980682 seconds
- nn 1 average number of states explored: 757.96
- nn 2 average number of states explored: 762.1
- nn 1 average time taken for search: 0.5691953112501472
- nn 2 average time taken for search: 0.5603798652026035
- total time taken so far: 48288.931841135025
- 20 layers vs 20 layers
- 1100 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 20
- mcts_nn_2 wins: 30
- draws: 0
- time taken to play: 1016.3656215667725 seconds
- nn 1 average number of states explored: 764.46
- nn 2 average number of states explored: 742.9
- nn 1 average time taken for search: 0.53594480856871
- nn 2 average time taken for search: 0.504738694704496
- total time taken so far: 49306.508362054825
- 20 layers vs 20 layers
- 1200 iters vs 100 iters
- games played: 50
- mcts_nn_1 wins: 24
- mcts_nn_2 wins: 26
- draws: 0
- time taken to play: 1023.9380235671997 seconds
- nn 1 average number of states explored: 709.96
- nn 2 average number of states explored: 725.48
- nn 1 average time taken for search: 0.5928457261236905
- nn 2 average time taken for search: 0.5917950345080255
- total time taken so far: 50331.82875609398
- 20 layers vs 20 layers
- 1200 iters vs 200 iters
- games played: 50
- mcts_nn_1 wins: 23
- mcts_nn_2 wins: 26
- draws: 1
- time taken to play: 1167.9847626686096 seconds
- nn 1 average number of states explored: 835.84
- nn 2 average number of states explored: 813.86
- nn 1 average time taken for search: 0.580085795858632
- nn 2 average time taken for search: 0.5464247355714512
- total time taken so far: 51501.24416875839
- 20 layers vs 20 layers
- 1200 iters vs 300 iters
- games played: 50
- mcts_nn_1 wins: 19
- mcts_nn_2 wins: 31
- draws: 0
- time taken to play: 797.9771780967712 seconds
- nn 1 average number of states explored: 584.52
- nn 2 average number of states explored: 549.8
- nn 1 average time taken for search: 0.59862703651791
- nn 2 average time taken for search: 0.5491835641586128
- total time taken so far: 52300.184156656265
- 20 layers vs 20 layers
- 1200 iters vs 400 iters
- games played: 50
- mcts_nn_1 wins: 22
- mcts_nn_2 wins: 28
- draws: 0
- time taken to play: 704.8930995464325 seconds
- nn 1 average number of states explored: 616.24
- nn 2 average number of states explored: 584.84
- nn 1 average time taken for search: 0.5183031572594963
- nn 2 average time taken for search: 0.48545345736298173
- total time taken so far: 53005.90852856636
- 20 layers vs 20 layers
- 1200 iters vs 500 iters
- games played: 50
- mcts_nn_1 wins: 9
- mcts_nn_2 wins: 40
- draws: 1
- time taken to play: 705.6989681720734 seconds
- nn 1 average number of states explored: 639.9
- nn 2 average number of states explored: 633.78
- nn 1 average time taken for search: 0.46812610158237283
- nn 2 average time taken for search: 0.46592963816948846
- total time taken so far: 53712.39369702339
- 20 layers vs 20 layers
- 1200 iters vs 600 iters
- games played: 50
- mcts_nn_1 wins: 15
- mcts_nn_2 wins: 35
- draws: 0
- time taken to play: 735.2890832424164 seconds
- nn 1 average number of states explored: 615.36
- nn 2 average number of states explored: 616.66
- nn 1 average time taken for search: 0.5152434945780006
- nn 2 average time taken for search: 0.521363561099532
- total time taken so far: 54448.492376327515
- 20 layers vs 20 layers
- 1200 iters vs 700 iters
- games played: 50
- mcts_nn_1 wins: 21
- mcts_nn_2 wins: 29
- draws: 0
- time taken to play: 853.8756980895996 seconds
- nn 1 average number of states explored: 594.14
- nn 2 average number of states explored: 613.56
- nn 1 average time taken for search: 0.5906126162944696
- nn 2 average time taken for search: 0.6238782504345277
- total time taken so far: 55303.36801624298
- 20 layers vs 20 layers
- 1200 iters vs 800 iters
- games played: 50
- mcts_nn_1 wins: 26
- mcts_nn_2 wins: 24
- draws: 0
- time taken to play: 776.7197513580322 seconds
- nn 1 average number of states explored: 589.28
- nn 2 average number of states explored: 590.82
- nn 1 average time taken for search: 0.5365036439166115
- nn 2 average time taken for search: 0.5420596755429667
- total time taken so far: 56081.02675843239
- 20 layers vs 20 layers
- 1200 iters vs 900 iters
- games played: 50
- mcts_nn_1 wins: 29
- mcts_nn_2 wins: 21
- draws: 0
- time taken to play: 618.4816751480103 seconds
- nn 1 average number of states explored: 499.62
- nn 2 average number of states explored: 470.18
- nn 1 average time taken for search: 0.5573865273903156
- nn 2 average time taken for search: 0.5072779914428448
- total time taken so far: 56700.243579149246
- 20 layers vs 20 layers
- 1200 iters vs 1000 iters
- games played: 50
- mcts_nn_1 wins: 17
- mcts_nn_2 wins: 33
- draws: 0
- time taken to play: 811.5040395259857 seconds
- nn 1 average number of states explored: 608.6
- nn 2 average number of states explored: 597.66
- nn 1 average time taken for search: 0.5688279637923608
- nn 2 average time taken for search: 0.5441200074913738
- total time taken so far: 57512.798525333405
- 20 layers vs 20 layers
- 1200 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 32
- mcts_nn_2 wins: 18
- draws: 0
- time taken to play: 846.8390207290649 seconds
- nn 1 average number of states explored: 648.52
- nn 2 average number of states explored: 662.38
- nn 1 average time taken for search: 0.5268168949262917
- nn 2 average time taken for search: 0.5472984747177764
- total time taken so far: 58360.570001125336
- 20 layers vs 20 layers
- 1200 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 20
- mcts_nn_2 wins: 30
- draws: 0
- time taken to play: 1066.3235108852386 seconds
- nn 1 average number of states explored: 869.5
- nn 2 average number of states explored: 827.64
- nn 1 average time taken for search: 0.4936025995235666
- nn 2 average time taken for search: 0.462583197416321
- total time taken so far: 59428.1789419651
- 20 layers vs 20 layers
- 1200 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 15
- mcts_nn_2 wins: 34
- draws: 1
- time taken to play: 1099.4541680812836 seconds
- nn 1 average number of states explored: 857.28
- nn 2 average number of states explored: 850.46
- nn 1 average time taken for search: 0.5077102311044304
- nn 2 average time taken for search: 0.49811707561328583
- total time taken so far: 60528.97647666931
- 20 layers vs 20 layers
- 1200 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 9
- mcts_nn_2 wins: 41
- draws: 0
- time taken to play: 870.8140068054199 seconds
- nn 1 average number of states explored: 699.52
- nn 2 average number of states explored: 669.5
- nn 1 average time taken for search: 0.5218987141057535
- nn 2 average time taken for search: 0.4959387167834566
- total time taken so far: 61400.80813884735
- 20 layers vs 20 layers
- 1300 iters vs 100 iters
- games played: 50
- mcts_nn_1 wins: 29
- mcts_nn_2 wins: 21
- draws: 0
- time taken to play: 935.1575517654419 seconds
- nn 1 average number of states explored: 654.76
- nn 2 average number of states explored: 694.84
- nn 1 average time taken for search: 0.5541058767245012
- nn 2 average time taken for search: 0.5735965348096286
- total time taken so far: 62337.09275460243
- 20 layers vs 20 layers
- 1300 iters vs 200 iters
- games played: 50
- mcts_nn_1 wins: 18
- mcts_nn_2 wins: 32
- draws: 0
- time taken to play: 812.9567284584045 seconds
- nn 1 average number of states explored: 611.78
- nn 2 average number of states explored: 651.92
- nn 1 average time taken for search: 0.5139367583498147
- nn 2 average time taken for search: 0.5359562152724371
- total time taken so far: 63151.06726360321
- 20 layers vs 20 layers
- 1300 iters vs 300 iters
- games played: 50
- mcts_nn_1 wins: 17
- mcts_nn_2 wins: 33
- draws: 0
- time taken to play: 647.8642938137054 seconds
- nn 1 average number of states explored: 543.9
- nn 2 average number of states explored: 492.42
- nn 1 average time taken for search: 0.5372056692838669
- nn 2 average time taken for search: 0.4732719946652651
- total time taken so far: 63799.69152188301
- 20 layers vs 20 layers
- 1300 iters vs 400 iters
- games played: 50
- mcts_nn_1 wins: 31
- mcts_nn_2 wins: 19
- draws: 0
- time taken to play: 658.803555727005 seconds
- nn 1 average number of states explored: 537.12
- nn 2 average number of states explored: 574.98
- nn 1 average time taken for search: 0.4869661611883648
- nn 2 average time taken for search: 0.5186140005012535
- total time taken so far: 64459.24285888672
- 20 layers vs 20 layers
- 1300 iters vs 500 iters
- games played: 50
- mcts_nn_1 wins: 14
- mcts_nn_2 wins: 36
- draws: 0
- time taken to play: 762.3467240333557 seconds
- nn 1 average number of states explored: 616.12
- nn 2 average number of states explored: 612.56
- nn 1 average time taken for search: 0.5270740929810668
- nn 2 average time taken for search: 0.5253984116914361
- total time taken so far: 65222.45153546333
- 20 layers vs 20 layers
- 1300 iters vs 600 iters
- games played: 50
- mcts_nn_1 wins: 20
- mcts_nn_2 wins: 30
- draws: 0
- time taken to play: 719.4296875 seconds
- nn 1 average number of states explored: 538.86
- nn 2 average number of states explored: 578.46
- nn 1 average time taken for search: 0.534979329982274
- nn 2 average time taken for search: 0.5888203242575059
- total time taken so far: 65942.66470718384
- 20 layers vs 20 layers
- 1300 iters vs 700 iters
- games played: 50
- mcts_nn_1 wins: 35
- mcts_nn_2 wins: 15
- draws: 0
- time taken to play: 711.0939831733704 seconds
- nn 1 average number of states explored: 513.62
- nn 2 average number of states explored: 571.48
- nn 1 average time taken for search: 0.536492955723241
- nn 2 average time taken for search: 0.6122916821137215
- total time taken so far: 66654.60469841957
- 20 layers vs 20 layers
- 1300 iters vs 800 iters
- games played: 50
- mcts_nn_1 wins: 26
- mcts_nn_2 wins: 24
- draws: 0
- time taken to play: 911.8596105575562 seconds
- nn 1 average number of states explored: 579.36
- nn 2 average number of states explored: 616.2
- nn 1 average time taken for search: 0.6082027177319904
- nn 2 average time taken for search: 0.6580572953973592
- total time taken so far: 67567.48551940918
- 20 layers vs 20 layers
- 1300 iters vs 900 iters
- games played: 50
- mcts_nn_1 wins: 30
- mcts_nn_2 wins: 20
- draws: 0
- time taken to play: 713.7309725284576 seconds
- nn 1 average number of states explored: 464.42
- nn 2 average number of states explored: 462.4
- nn 1 average time taken for search: 0.654995189604439
- nn 2 average time taken for search: 0.6383698237569708
- total time taken so far: 68282.05158829689
- 20 layers vs 20 layers
- 1300 iters vs 1000 iters
- games played: 50
- mcts_nn_1 wins: 23
- mcts_nn_2 wins: 27
- draws: 0
- time taken to play: 855.8762907981873 seconds
- nn 1 average number of states explored: 576.32
- nn 2 average number of states explored: 588.04
- nn 1 average time taken for search: 0.6056686258180959
- nn 2 average time taken for search: 0.6046797172205982
- total time taken so far: 69138.9074819088
- 20 layers vs 20 layers
- 1300 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 28
- mcts_nn_2 wins: 21
- draws: 1
- time taken to play: 934.235844373703 seconds
- nn 1 average number of states explored: 692.86
- nn 2 average number of states explored: 716.38
- nn 1 average time taken for search: 0.5209709385648319
- nn 2 average time taken for search: 0.535247173611737
- total time taken so far: 70074.28971242905
- 20 layers vs 20 layers
- 1300 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 31
- mcts_nn_2 wins: 18
- draws: 1
- time taken to play: 1033.4129779338837 seconds
- nn 1 average number of states explored: 836.74
- nn 2 average number of states explored: 877.72
- nn 1 average time taken for search: 0.4438316659733429
- nn 2 average time taken for search: 0.46804591452095173
- total time taken so far: 71109.03647327423
- 20 layers vs 20 layers
- 1300 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 19
- mcts_nn_2 wins: 28
- draws: 3
- time taken to play: 1074.9780538082123 seconds
- nn 1 average number of states explored: 821.88
- nn 2 average number of states explored: 863.3
- nn 1 average time taken for search: 0.4786035598710526
- nn 2 average time taken for search: 0.4811661286089629
- total time taken so far: 72185.41155934334
- 20 layers vs 20 layers
- 1300 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 10
- mcts_nn_2 wins: 40
- draws: 0
- time taken to play: 927.1101033687592 seconds
- nn 1 average number of states explored: 645.02
- nn 2 average number of states explored: 640.2
- nn 1 average time taken for search: 0.579094441554508
- nn 2 average time taken for search: 0.5676190826529464
- total time taken so far: 73113.63339424133
- 20 layers vs 20 layers
- 1400 iters vs 100 iters
- games played: 50
- mcts_nn_1 wins: 30
- mcts_nn_2 wins: 20
- draws: 0
- time taken to play: 924.3624289035797 seconds
- nn 1 average number of states explored: 649.38
- nn 2 average number of states explored: 664.02
- nn 1 average time taken for search: 0.5907006312576665
- nn 2 average time taken for search: 0.5910699492685315
- total time taken so far: 74039.15238380432
- 20 layers vs 20 layers
- 1400 iters vs 200 iters
- games played: 50
- mcts_nn_1 wins: 18
- mcts_nn_2 wins: 32
- draws: 0
- time taken to play: 772.1446278095245 seconds
- nn 1 average number of states explored: 580.74
- nn 2 average number of states explored: 569.18
- nn 1 average time taken for search: 0.5746844984580256
- nn 2 average time taken for search: 0.5376142530042199
- total time taken so far: 74812.1703569889
- 20 layers vs 20 layers
- 1400 iters vs 300 iters
- games played: 50
- mcts_nn_1 wins: 17
- mcts_nn_2 wins: 32
- draws: 1
- time taken to play: 867.5354335308075 seconds
- nn 1 average number of states explored: 647.66
- nn 2 average number of states explored: 621.4
- nn 1 average time taken for search: 0.5718786959745445
- nn 2 average time taken for search: 0.5328479588639979
- total time taken so far: 75680.74691605568
- 20 layers vs 20 layers
- 1400 iters vs 400 iters
- games played: 50
- mcts_nn_1 wins: 17
- mcts_nn_2 wins: 33
- draws: 0
- time taken to play: 844.8661148548126 seconds
- nn 1 average number of states explored: 669.1
- nn 2 average number of states explored: 643.38
- nn 1 average time taken for search: 0.5725173608252877
- nn 2 average time taken for search: 0.5373919929328718
- total time taken so far: 76526.76054763794
- 20 layers vs 20 layers
- 1400 iters vs 500 iters
- games played: 50
- mcts_nn_1 wins: 14
- mcts_nn_2 wins: 35
- draws: 1
- time taken to play: 810.2534964084625 seconds
- nn 1 average number of states explored: 669.66
- nn 2 average number of states explored: 653.06
- nn 1 average time taken for search: 0.5321928501129151
- nn 2 average time taken for search: 0.5114445495605469
- total time taken so far: 77337.90397572517
- 20 layers vs 20 layers
- 1400 iters vs 600 iters
- games played: 50
- mcts_nn_1 wins: 4
- mcts_nn_2 wins: 46
- draws: 0
- time taken to play: 564.3244531154633 seconds
- nn 1 average number of states explored: 538.9
- nn 2 average number of states explored: 513.7
- nn 1 average time taken for search: 0.4819057646708273
- nn 2 average time taken for search: 0.46164052889774393
- total time taken so far: 77902.89950537682
- 20 layers vs 20 layers
- 1400 iters vs 700 iters
- games played: 50
- mcts_nn_1 wins: 24
- mcts_nn_2 wins: 26
- draws: 0
- time taken to play: 735.5987319946289 seconds
- nn 1 average number of states explored: 536.92
- nn 2 average number of states explored: 545.06
- nn 1 average time taken for search: 0.6002961893382159
- nn 2 average time taken for search: 0.6178253649874509
- total time taken so far: 78639.36965084076
- 20 layers vs 20 layers
- 1400 iters vs 800 iters
- games played: 50
- mcts_nn_1 wins: 23
- mcts_nn_2 wins: 27
- draws: 0
- time taken to play: 876.5165383815765 seconds
- nn 1 average number of states explored: 633.96
- nn 2 average number of states explored: 608.64
- nn 1 average time taken for search: 0.6226039104514505
- nn 2 average time taken for search: 0.5895614567886099
- total time taken so far: 79516.95280575752
- 20 layers vs 20 layers
- 1400 iters vs 900 iters
- games played: 50
- mcts_nn_1 wins: 29
- mcts_nn_2 wins: 21
- draws: 0
- time taken to play: 786.3568332195282 seconds
- nn 1 average number of states explored: 589.12
- nn 2 average number of states explored: 570.6
- nn 1 average time taken for search: 0.5856593544957274
- nn 2 average time taken for search: 0.5457301978075538
- total time taken so far: 80304.26352858543
- 20 layers vs 20 layers
- 1400 iters vs 1000 iters
- games played: 50
- mcts_nn_1 wins: 22
- mcts_nn_2 wins: 28
- draws: 0
- time taken to play: 823.7924628257751 seconds
- nn 1 average number of states explored: 625.88
- nn 2 average number of states explored: 606.12
- nn 1 average time taken for search: 0.5629981700653401
- nn 2 average time taken for search: 0.5322765408755936
- total time taken so far: 81129.1610326767
- 20 layers vs 20 layers
- 1400 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 35
- mcts_nn_2 wins: 14
- draws: 1
- time taken to play: 1053.5117127895355 seconds
- nn 1 average number of states explored: 779.68
- nn 2 average number of states explored: 755.44
- nn 1 average time taken for search: 0.5687489207502435
- nn 2 average time taken for search: 0.532625456255768
- total time taken so far: 82183.91716814041
- 20 layers vs 20 layers
- 1400 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 39
- mcts_nn_2 wins: 10
- draws: 1
- time taken to play: 1107.7393293380737 seconds
- nn 1 average number of states explored: 900.9
- nn 2 average number of states explored: 901.92
- nn 1 average time taken for search: 0.48221593063315066
- nn 2 average time taken for search: 0.47016478816976226
- total time taken so far: 83293.09501743317
- 20 layers vs 20 layers
- 1400 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 30
- mcts_nn_2 wins: 20
- draws: 0
- time taken to play: 1136.6647124290466 seconds
- nn 1 average number of states explored: 848.22
- nn 2 average number of states explored: 809.98
- nn 1 average time taken for search: 0.5253323866853654
- nn 2 average time taken for search: 0.49955190401844
- total time taken so far: 84431.06707787514
- 20 layers vs 20 layers
- 1400 iters vs 1500 iters
- games played: 50
- mcts_nn_1 wins: 14
- mcts_nn_2 wins: 34
- draws: 2
- time taken to play: 1068.1268303394318 seconds
- nn 1 average number of states explored: 823.22
- nn 2 average number of states explored: 792.8
- nn 1 average time taken for search: 0.5410202089568156
- nn 2 average time taken for search: 0.5137612892777229
- total time taken so far: 85500.49806690216
- 20 layers vs 20 layers
- 1500 iters vs 100 iters
- games played: 50
- mcts_nn_1 wins: 29
- mcts_nn_2 wins: 20
- draws: 1
- time taken to play: 965.3620824813843 seconds
- nn 1 average number of states explored: 689.9
- nn 2 average number of states explored: 713.5
- nn 1 average time taken for search: 0.5570514560021099
- nn 2 average time taken for search: 0.5559752460990712
- total time taken so far: 86467.08949136734
- 20 layers vs 20 layers
- 1500 iters vs 200 iters
- games played: 50
- mcts_nn_1 wins: 25
- mcts_nn_2 wins: 24
- draws: 1
- time taken to play: 634.682785987854 seconds
- nn 1 average number of states explored: 516.44
- nn 2 average number of states explored: 552.32
- nn 1 average time taken for search: 0.46001861883061274
- nn 2 average time taken for search: 0.4827719085982868
- total time taken so far: 87102.53402495384
- 20 layers vs 20 layers
- 1500 iters vs 300 iters
- games played: 50
- mcts_nn_1 wins: 17
- mcts_nn_2 wins: 33
- draws: 0
- time taken to play: 693.0939762592316 seconds
- nn 1 average number of states explored: 595.06
- nn 2 average number of states explored: 531.72
- nn 1 average time taken for search: 0.5313405946574428
- nn 2 average time taken for search: 0.45142213153568184
- total time taken so far: 87796.44103574753
- 20 layers vs 20 layers
- 1500 iters vs 400 iters
- games played: 50
- mcts_nn_1 wins: 33
- mcts_nn_2 wins: 17
- draws: 0
- time taken to play: 735.0038208961487 seconds
- nn 1 average number of states explored: 536.96
- nn 2 average number of states explored: 562.7
- nn 1 average time taken for search: 0.5512721410164466
- nn 2 average time taken for search: 0.5776963934531578
- total time taken so far: 88532.29992580414
- 20 layers vs 20 layers
- 1500 iters vs 500 iters
- games played: 50
- mcts_nn_1 wins: 24
- mcts_nn_2 wins: 26
- draws: 0
- time taken to play: 855.2430403232574 seconds
- nn 1 average number of states explored: 613.98
- nn 2 average number of states explored: 627.62
- nn 1 average time taken for search: 0.5815560326000405
- nn 2 average time taken for search: 0.5768825606704567
- total time taken so far: 89388.68799424171
- 20 layers vs 20 layers
- 1500 iters vs 600 iters
- games played: 50
- mcts_nn_1 wins: 17
- mcts_nn_2 wins: 33
- draws: 0
- time taken to play: 556.5348663330078 seconds
- nn 1 average number of states explored: 491.74
- nn 2 average number of states explored: 494.92
- nn 1 average time taken for search: 0.5023128930813096
- nn 2 average time taken for search: 0.49317931402541404
- total time taken so far: 89945.83444070816
- 20 layers vs 20 layers
- 1500 iters vs 700 iters
- games played: 50
- mcts_nn_1 wins: 24
- mcts_nn_2 wins: 26
- draws: 0
- time taken to play: 722.2287950515747 seconds
- nn 1 average number of states explored: 514.74
- nn 2 average number of states explored: 555.9
- nn 1 average time taken for search: 0.5607717102891622
- nn 2 average time taken for search: 0.6079925119007425
- total time taken so far: 90668.92821669579
- 20 layers vs 20 layers
- 1500 iters vs 800 iters
- games played: 50
- mcts_nn_1 wins: 29
- mcts_nn_2 wins: 21
- draws: 0
- time taken to play: 722.8303754329681 seconds
- nn 1 average number of states explored: 509.36
- nn 2 average number of states explored: 520.68
- nn 1 average time taken for search: 0.5791033919189355
- nn 2 average time taken for search: 0.5887253014400939
- total time taken so far: 91392.64641690254
- 20 layers vs 20 layers
- 1500 iters vs 900 iters
- games played: 50
- mcts_nn_1 wins: 25
- mcts_nn_2 wins: 25
- draws: 0
- time taken to play: 716.2569615840912 seconds
- nn 1 average number of states explored: 526.06
- nn 2 average number of states explored: 513.74
- nn 1 average time taken for search: 0.5776418567453541
- nn 2 average time taken for search: 0.5467647321569095
- total time taken so far: 92109.7342813015
- 20 layers vs 20 layers
- 1500 iters vs 1000 iters
- games played: 50
- mcts_nn_1 wins: 30
- mcts_nn_2 wins: 20
- draws: 0
- time taken to play: 1063.4454576969147 seconds
- nn 1 average number of states explored: 786.84
- nn 2 average number of states explored: 811.44
- nn 1 average time taken for search: 0.5015213751183891
- nn 2 average time taken for search: 0.5029111000988544
- total time taken so far: 93174.49693727493
- 20 layers vs 20 layers
- 1500 iters vs 1100 iters
- games played: 50
- mcts_nn_1 wins: 26
- mcts_nn_2 wins: 23
- draws: 1
- time taken to play: 977.7742145061493 seconds
- nn 1 average number of states explored: 699.32
- nn 2 average number of states explored: 746.44
- nn 1 average time taken for search: 0.49752930479059687
- nn 2 average time taken for search: 0.5268103718632541
- total time taken so far: 94153.473351717
- 20 layers vs 20 layers
- 1500 iters vs 1200 iters
- games played: 50
- mcts_nn_1 wins: 38
- mcts_nn_2 wins: 12
- draws: 0
- time taken to play: 865.7242469787598 seconds
- nn 1 average number of states explored: 688.8
- nn 2 average number of states explored: 719.18
- nn 1 average time taken for search: 0.48034768649204845
- nn 2 average time taken for search: 0.4873684085363236
- total time taken so far: 95020.2364885807
- 20 layers vs 20 layers
- 1500 iters vs 1300 iters
- games played: 50
- mcts_nn_1 wins: 42
- mcts_nn_2 wins: 8
- draws: 0
- time taken to play: 751.2997076511383 seconds
- nn 1 average number of states explored: 611.08
- nn 2 average number of states explored: 632.84
- nn 1 average time taken for search: 0.49385917327350903
- nn 2 average time taken for search: 0.48902661709766715
- total time taken so far: 95772.45294594765
- 20 layers vs 20 layers
- 1500 iters vs 1400 iters
- games played: 50
- mcts_nn_1 wins: 32
- mcts_nn_2 wins: 18
- draws: 0
- time taken to play: 1167.9897530078888 seconds
- nn 1 average number of states explored: 786.32
- nn 2 average number of states explored: 823.36
- nn 1 average time taken for search: 0.5823091681140703
- nn 2 average time taken for search: 0.5943333453054265
- total time taken so far: 96941.84826374054
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