AlphaZero-lite — Connect Four

A 0.1M-parameter policy+value network learning vier-op-een-rij from the rules alone, by playing itself (24 games and 150 training batches per generation, 64 tree-search simulations per move). Strength is measured against a random mover and a win/block/center heuristic (a decent human beginner). Act IV of the series.

Strength over generations

generationwins vs randomwins vs heuristicdraws vs heur.train loss
0
100%
50%
0%2.30
3
92%
0%
0%1.96
6
100%
50%
0%1.93
9
100%
100%
0%1.90
12
100%
50%
0%1.87
15
100%
100%
0%1.85
18
100%
100%
0%1.83
21
100%
50%
0%1.77
24
100%
50%
0%1.76
27
92%
100%
0%1.46
30
100%
100%
0%1.44
33
100%
50%
0%1.45
36
100%
50%
0%1.50
39
100%
50%
0%1.58
42
100%
100%
0%1.58
45
100%
100%
0%1.54
48
100%
100%
0%1.56
51
100%
100%
0%1.57
54
100%
50%
0%1.56
57
100%
100%
0%1.57
60
100%
100%
0%1.56
63
100%
50%
0%1.55
66
100%
50%
0%1.57
69
100%
100%
0%1.56
72
100%
100%
0%1.56
75
100%
50%
0%1.54
78
100%
100%
0%1.53
81
100%
100%
0%1.52
84
100%
100%
0%1.52
87
100%
100%
0%1.51
90
100%
50%
50%1.50
93
100%
50%
0%1.51
96
100%
100%
0%1.50
99
100%
100%
0%1.52
102
100%
100%
0%1.49
105
100%
50%
50%1.49
108
100%
100%
0%1.49
111
100%
50%
50%1.49
114
92%
50%
50%1.50
117
100%
50%
50%1.49
120
100%
100%
0%1.48
123
100%
100%
0%1.49
126
100%
50%
0%1.47
129
100%
100%
0%1.49
132
100%
50%
50%1.47
135
100%
50%
50%1.47
138
100%
50%
50%1.46
141
100%
50%
50%1.44
144
100%
50%
50%1.42
147
100%
50%
50%1.42
150
100%
100%
0%1.40
153
100%
100%
0%1.41
156
100%
100%
0%1.41
159
100%
100%
0%1.41
162
100%
100%
0%1.40
165
100%
100%
0%1.40
168
100%
100%
0%1.40
171
100%
100%
0%1.41
174
100%
100%
0%1.41
177
100%
100%
0%1.42
180
100%
100%
0%1.41
183
100%
50%
50%1.41
186
100%
100%
0%1.42
189
100%
100%
0%1.43
192
100%
100%
0%1.42
195
100%
50%
50%1.42
198
100%
100%
0%1.43
201
100%
100%
0%1.42
204
100%
100%
0%1.43
207
100%
100%
0%1.43
210
100%
100%
0%1.44
213
100%
100%
0%1.45
216
100%
100%
0%1.43
219
100%
50%
50%1.45
222
100%
50%
50%1.44
225
100%
100%
0%1.46
228
100%
50%
0%1.44
231
100%
100%
0%1.45
234
100%
100%
0%1.47
237
100%
100%
0%1.48
240
100%
100%
0%1.46
243
100%
100%
0%1.48
246
100%
100%
0%1.50
249
100%
100%
0%1.50
252
100%
100%
0%1.49
255
100%
100%
0%1.49
258
100%
100%
0%1.49
261
100%
50%
0%1.48
264
100%
100%
0%1.49
267
100%
100%
0%1.49
270
100%
100%
0%1.50
273
100%
100%
0%1.47
276
100%
100%
0%1.46
279
100%
50%
50%1.46
282
100%
50%
0%1.45
285
100%
50%
50%1.44
288
100%
100%
0%1.44
291
100%
50%
50%1.45
294
100%
100%
0%1.44
297
100%
100%
0%1.44
300
100%
100%
0%1.42
303
100%
100%
0%1.43
306
100%
100%
0%1.42
309
100%
100%
0%1.42
312
100%
100%
0%1.41
315
100%
50%
50%1.42
318
100%
100%
0%1.40
321
100%
100%
0%1.40
324
100%
50%
50%1.38
327
100%
50%
50%1.38
330
100%
100%
0%1.39
333
100%
100%
0%1.39
336
100%
50%
0%1.39
339
100%
50%
50%1.38
342
100%
100%
0%1.38
345
100%
100%
0%1.38
348
100%
50%
50%1.37
351
100%
50%
50%1.37
354
100%
50%
50%1.36
357
100%
100%
0%1.37
360
100%
100%
0%1.36
363
100%
100%
0%1.37
366
100%
100%
0%1.36
369
100%
100%
0%1.36
372
100%
50%
50%1.38
375
100%
100%
0%1.37
378
100%
100%
0%1.36
381
100%
100%
0%1.37
384
100%
50%
50%1.36
387
100%
100%
0%1.35
390
100%
100%
0%1.36
393
100%
100%
0%1.34
396
100%
100%
0%1.34
399
100%
50%
0%1.34
402
100%
50%
0%1.34
405
100%
100%
0%1.33
408
100%
100%
0%1.33
411
100%
50%
0%1.34
414
100%
100%
0%1.34
417
100%
100%
0%1.33
420
100%
100%
0%1.33
423
100%
100%
0%1.32
426
100%
100%
0%1.32
429
100%
100%
0%1.31
432
100%
100%
0%1.32
435
100%
100%
0%1.31
438
100%
100%
0%1.33
441
100%
100%
0%1.31
444
100%
100%
0%1.31
447
100%
100%
0%1.33
450
100%
50%
0%1.32
453
100%
100%
0%1.31
456
100%
100%
0%1.32
459
100%
100%
0%1.32
462
100%
100%
0%1.32
465
100%
100%
0%1.31
468
100%
100%
0%1.33
471
100%
100%
0%1.31
474
100%
50%
50%1.32
477
100%
100%
0%1.32
480
100%
50%
50%1.31
483
100%
50%
50%1.34
486
100%
50%
50%1.33
489
100%
50%
50%1.35
492
100%
50%
50%1.33
495
100%
50%
50%1.34
498
100%
50%
50%1.35
501
100%
50%
50%1.36
504
100%
50%
50%1.36
507
100%
50%
50%1.36
510
100%
50%
50%1.36
513
100%
50%
50%1.35
516
100%
50%
50%1.36
519
100%
50%
50%1.36
522
100%
50%
50%1.36
525
100%
50%
50%1.36
528
100%
50%
50%1.36
531
100%
50%
50%1.37
534
100%
50%
50%1.35
537
100%
50%
50%1.35
540
100%
50%
50%1.35
543
100%
50%
50%1.34
546
100%
50%
50%1.35
549
100%
50%
50%1.33
552
100%
50%
50%1.33
555
100%
50%
50%1.33
558
100%
50%
50%1.32
561
100%
50%
50%1.32
564
100%
50%
50%1.32
567
100%
50%
50%1.33
570
100%
50%
50%1.32
573
100%
50%
50%1.31
576
100%
50%
50%1.30
579
100%
50%
50%1.30
582
100%
50%
50%1.30
585
100%
50%
50%1.30
588
100%
100%
0%1.29
591
100%
50%
50%1.29
594
100%
50%
50%1.27
597
100%
50%
50%1.29
600
100%
50%
50%1.28
603
100%
50%
50%1.28
606
100%
50%
50%1.27
609
100%
50%
50%1.28
612
100%
50%
50%1.27
615
100%
50%
50%1.27
618
100%
50%
50%1.27
621
100%
50%
50%1.27
624
100%
50%
50%1.27
627
100%
50%
50%1.29
630
100%
50%
50%1.30
633
100%
50%
50%1.29
636
100%
50%
50%1.29
639
100%
50%
50%1.29
642
100%
50%
50%1.30
645
100%
50%
50%1.29
648
100%
50%
50%1.29
651
100%
50%
50%1.30
654
100%
50%
50%1.30
657
100%
50%
50%1.30
660
100%
50%
50%1.32
663
100%
50%
50%1.31
666
100%
50%
50%1.31
669
100%
50%
50%1.30
672
100%
50%
50%1.30
675
100%
50%
50%1.30
678
100%
50%
50%1.30
681
100%
50%
50%1.31
684
100%
50%
50%1.31
687
100%
50%
50%1.30
690
100%
100%
0%1.32
693
100%
50%
50%1.31
696
100%
50%
50%1.32
699
100%
50%
50%1.31
702
100%
50%
50%1.32
705
100%
50%
50%1.32
708
100%
50%
50%1.31
711
100%
50%
50%1.32
714
100%
50%
50%1.31
717
100%
100%
0%1.31
720
100%
100%
0%1.31
723
100%
50%
50%1.30
726
100%
50%
50%1.32
729
100%
50%
50%1.32
732
100%
100%
0%1.32
735
100%
50%
50%1.32
738
100%
100%
0%1.33
741
100%
100%
0%1.32
744
100%
50%
50%1.32
747
100%
50%
50%1.32
750
100%
100%
0%1.32
753
100%
100%
0%1.32
756
100%
50%
50%1.32
759
100%
50%
50%1.31
762
100%
100%
0%1.33
765
100%
50%
50%1.33
768
100%
50%
50%1.34
771
100%
100%
0%1.34
774
100%
100%
0%1.34
777
100%
50%
50%1.34
780
100%
100%
0%1.35
783
100%
100%
0%1.35
786
100%
100%
0%1.34
789
100%
50%
50%1.35
792
100%
50%
50%1.36
795
100%
100%
0%1.35
798
100%
100%
0%1.35
801
100%
100%
0%1.34
804
100%
100%
0%1.35
807
100%
50%
50%1.35
810
100%
100%
0%1.34
813
100%
100%
0%1.34
816
100%
50%
50%1.34
819
100%
50%
50%1.33
822
100%
50%
50%1.33
825
100%
100%
0%1.33
828
100%
50%
50%1.32
831
100%
100%
0%1.32
834
100%
100%
0%1.31
837
100%
100%
0%1.33
840
100%
100%
0%1.32
843
100%
100%
0%1.31
846
100%
100%
0%1.30
849
100%
100%
0%1.31
852
100%
100%
0%1.32
855
100%
100%
0%1.30
858
100%
100%
0%1.30
861
100%
100%
0%1.31
864
100%
100%
0%1.30
867
100%
100%
0%1.32
870
100%
100%
0%1.30
873
100%
100%
0%1.31
876
100%
100%
0%1.30
879
100%
50%
50%1.31
882
100%
100%
0%1.31
885
100%
100%
0%1.30
888
100%
100%
0%1.31
891
100%
100%
0%1.30
894
100%
100%
0%1.31
897
100%
100%
0%1.30
900
100%
100%
0%1.32
903
100%
100%
0%1.31
906
100%
100%
0%1.32
909
100%
100%
0%1.33
912
100%
100%
0%1.32
915
100%
100%
0%1.33
918
100%
100%
0%1.33
921
100%
100%
0%1.33
924
100%
100%
0%1.34
927
100%
100%
0%1.34
930
100%
100%
0%1.35
933
100%
100%
0%1.35
936
100%
100%
0%1.34
939
100%
100%
0%1.35
942
100%
100%
0%1.35
945
100%
100%
0%1.34
948
100%
100%
0%1.34
951
100%
100%
0%1.35
954
100%
50%
50%1.34
957
100%
100%
0%1.34
960
100%
100%
0%1.35
963
100%
100%
0%1.34
966
100%
100%
0%1.35
969
100%
100%
0%1.34
972
100%
100%
0%1.36
975
100%
100%
0%1.34
978
100%
100%
0%1.35
981
100%
100%
0%1.34
984
100%
100%
0%1.35
987
100%
100%
0%1.34
990
100%
100%
0%1.35
993
100%
100%
0%1.35
996
100%
100%
0%1.35
999
100%
100%
0%1.36
1002
100%
100%
0%1.35
1005
100%
100%
0%1.35
1008
100%
100%
0%1.35
1011
100%
50%
0%1.35
1014
100%
100%
0%1.33
1017
100%
50%
50%1.34
1020
100%
50%
50%1.34
1023
100%
50%
50%1.33
1026
100%
50%
50%1.35
1029
100%
50%
50%1.35
1032
100%
50%
50%1.35
1035
100%
100%
0%1.34
1038
100%
100%
0%1.34
1041
100%
100%
0%1.35
1044
100%
50%
50%1.35
1047
100%
100%
0%1.35
1050
100%
50%
50%1.36
1053
100%
100%
0%1.36
1056
100%
100%
0%1.35
1059
100%
100%
0%1.35
1062
100%
100%
0%1.34
1065
100%
50%
50%1.34
1068
100%
100%
0%1.34
1071
100%
100%
0%1.34
1074
100%
50%
50%1.33
1077
100%
100%
0%1.34
1080
100%
50%
50%1.35
1083
100%
100%
0%1.34
1086
100%
100%
0%1.34
1089
100%
100%
0%1.34
1092
100%
100%
0%1.33
1095
100%
100%
0%1.33
1098
100%
100%
0%1.33
1101
100%
100%
0%1.32
1104
100%
100%
0%1.31
1107
100%
100%
0%1.33
1110
100%
100%
0%1.32
1113
100%
100%
0%1.33
1116
100%
100%
0%1.32
1119
100%
100%
0%1.32
1122
100%
100%
0%1.30
1125
100%
100%
0%1.31
1128
100%
100%
0%1.31
1131
100%
100%
0%1.30
1134
100%
100%
0%1.32
1137
100%
100%
0%1.32
1140
100%
100%
0%1.31
1143
92%
100%
0%1.31
1146
100%
100%
0%1.30
1149
100%
100%
0%1.31
1152
100%
100%
0%1.30
1155
100%
100%
0%1.29
1158
100%
100%
0%1.28
1161
100%
100%
0%1.30
1164
100%
100%
0%1.29
1167
100%
100%
0%1.29
1170
100%
100%
0%1.30
1173
100%
100%
0%1.30
1176
100%
100%
0%1.29
1179
100%
100%
0%1.30
1182
100%
100%
0%1.30
1185
100%
100%
0%1.30
1188
100%
100%
0%1.30
1191
100%
100%
0%1.30
1194
100%
100%
0%1.31
1197
100%
100%
0%1.31
1200
100%
100%
0%1.31
1203
100%
100%
0%1.32
1206
100%
100%
0%1.32
1209
100%
100%
0%1.31
1212
100%
100%
0%1.31
1215
100%
100%
0%1.31
1218
100%
100%
0%1.32
1221
100%
100%
0%1.29
1224
100%
100%
0%1.29
1227
100%
100%
0%1.29
1230
100%
100%
0%1.30
1233
100%
100%
0%1.30
1236
100%
100%
0%1.30
1239
100%
100%
0%1.30
1242
100%
100%
0%1.30
1245
100%
100%
0%1.30
1248
100%
100%
0%1.31
1251
100%
100%
0%1.32
1254
92%
100%
0%1.31
1257
100%
100%
0%1.30
1260
100%
100%
0%1.31
1263
100%
100%
0%1.32
1266
100%
100%
0%1.31
1269
100%
100%
0%1.31
1272
100%
100%
0%1.30
1275
100%
100%
0%1.31
1278
100%
100%
0%1.31
1281
100%
100%
0%1.30
1284
100%
100%
0%1.32
1287
100%
100%
0%1.31
1290
100%
100%
0%1.29
1293
100%
100%
0%1.29
1296
100%
100%
0%1.30
1299
100%
100%
0%1.31
1302
100%
100%
0%1.29
1305
100%
100%
0%1.30
1308
100%
100%
0%1.30
1311
100%
100%
0%1.31
1314
100%
100%
0%1.30
1317
100%
100%
0%1.31
1320
100%
100%
0%1.31
1323
100%
100%
0%1.31
1326
100%
100%
0%1.31
1329
100%
100%
0%1.31
1332
100%
100%
0%1.30
1335
100%
100%
0%1.30
1338
100%
100%
0%1.31
1341
100%
100%
0%1.31
1344
100%
100%
0%1.31
1347
100%
100%
0%1.29
1350
100%
100%
0%1.28
1353
100%
100%
0%1.28
1356
100%
100%
0%1.29
1359
100%
100%
0%1.29
1362
100%
100%
0%1.30
1365
100%
100%
0%1.30
1368
100%
100%
0%1.31
1371
100%
100%
0%1.30
1374
100%
100%
0%1.32
1377
100%
100%
0%1.31
1380
100%
100%
0%1.31
1383
100%
100%
0%1.31
1386
100%
50%
50%1.32
1389
100%
100%
0%1.34
1392
100%
100%
0%1.33
1395
100%
100%
0%1.34
1398
100%
50%
50%1.33
1401
100%
50%
50%1.33
1404
100%
100%
0%1.33
1407
100%
100%
0%1.32
1410
100%
100%
0%1.33
1413
100%
100%
0%1.33
1416
100%
50%
0%1.32
1419
100%
100%
0%1.33
1422
100%
100%
0%1.33
1425
100%
100%
0%1.34
1428
100%
100%
0%1.33
1431
100%
100%
0%1.34
1434
100%
100%
0%1.35
1437
100%
100%
0%1.35
1440
92%
50%
0%1.36
1443
100%
100%
0%1.34
1446
100%
100%
0%1.35
1449
100%
50%
50%1.35
1452
100%
100%
0%1.36
1455
100%
100%
0%1.34
1458
100%
100%
0%1.33
1461
100%
100%
0%1.35
1464
100%
100%
0%1.35
1467
100%
100%
0%1.34
1470
100%
100%
0%1.34
1473
100%
100%
0%1.34
1476
100%
100%
0%1.33
1479
100%
100%
0%1.34
1482
100%
100%
0%1.33
1485
100%
100%
0%1.33
1488
100%
50%
50%1.33
1491
100%
100%
0%1.33
1494
100%
50%
50%1.34
1497
100%
100%
0%1.33
1500
100%
100%
0%1.34
1503
100%
100%
0%1.32
1506
100%
50%
50%1.33
1509
100%
50%
50%1.32
1512
100%
100%
0%1.30
1515
100%
100%
0%1.30
1518
100%
100%
0%1.30
1521
100%
100%
0%1.30
1524
100%
100%
0%1.29
1527
100%
100%
0%1.28
1530
100%
100%
0%1.27
1533
100%
100%
0%1.28
1536
100%
100%
0%1.28
1539
100%
100%
0%1.28
1542
100%
100%
0%1.27
1545
100%
100%
0%1.26
1548
100%
100%
0%1.26
1551
100%
100%
0%1.26
1554
100%
100%
0%1.25
1557
100%
100%
0%1.23
1560
100%
100%
0%1.25
1563
100%
100%
0%1.23
1566
100%
100%
0%1.23
1569
100%
100%
0%1.23
1572
100%
100%
0%1.23
1575
100%
100%
0%1.21
1578
100%
50%
50%1.21
1581
100%
100%
0%1.21
1584
100%
100%
0%1.21
1587
100%
100%
0%1.19
1590
100%
100%
0%1.20
1593
100%
100%
0%1.18
1596
100%
100%
0%1.18
1599
100%
100%
0%1.19
1602
100%
50%
0%1.18
1605
100%
100%
0%1.17
1608
100%
100%
0%1.17
1611
100%
50%
50%1.18
1614
100%
100%
0%1.16
1617
100%
100%
0%1.17
1620
100%
100%
0%1.17
1623
100%
100%
0%1.18
1626
100%
100%
0%1.19
1629
100%
100%
0%1.18
1632
100%
100%
0%1.21
1635
100%
100%
0%1.21
1638
100%
50%
50%1.20
1641
100%
100%
0%1.21
1644
100%
50%
50%1.22
1647
100%
50%
50%1.23
1650
100%
100%
0%1.22
1653
100%
100%
0%1.21
1656
100%
100%
0%1.23
1659
100%
100%
0%1.21
1662
100%
100%
0%1.22
1665
100%
50%
50%1.23
1668
100%
50%
50%1.24
1671
100%
100%
0%1.25
1674
100%
50%
50%1.24
1677
100%
100%
0%1.25
1680
100%
50%
50%1.26
1683
100%
100%
0%1.27
1686
100%
100%
0%1.26
1689
100%
100%
0%1.27
1692
100%
50%
50%1.26
1695
100%
50%
50%1.28
1698
100%
100%
0%1.27
1701
100%
100%
0%1.26
1704
100%
50%
50%1.26
1707
100%
50%
50%1.26
1710
100%
50%
50%1.26
1713
100%
50%
50%1.26
1716
100%
100%
0%1.25
1719
100%
50%
50%1.26
1722
100%
50%
50%1.25
1725
100%
100%
0%1.23
1728
100%
50%
50%1.24
1731
100%
50%
50%1.24
1734
100%
50%
50%1.23
1737
100%
50%
50%1.23
1740
100%
50%
50%1.24
1743
100%
50%
50%1.23
1746
100%
50%
50%1.24
1749
100%
50%
50%1.23
1752
100%
50%
50%1.23
1755
100%
50%
50%1.21
1758
100%
50%
50%1.22
1761
100%
100%
0%1.22
1764
100%
100%
0%1.23
1767
100%
50%
50%1.21
1770
100%
50%
50%1.22
1773
100%
100%
0%1.22
1776
100%
50%
50%1.22
1779
100%
100%
0%1.23
1782
100%
50%
50%1.23
1785
100%
50%
50%1.24
1788
100%
100%
0%1.24
1791
100%
100%
0%1.25
1794
100%
50%
50%1.21
1797
100%
50%
50%1.25
1800
100%
100%
0%1.24
1803
100%
100%
0%1.25
1806
100%
100%
0%1.25
1809
100%
100%
0%1.26
1812
100%
50%
50%1.26
1815
100%
100%
0%1.25
1818
100%
50%
50%1.25
1821
100%
50%
50%1.26
1824
100%
50%
50%1.28
1827
100%
50%
50%1.27
1830
100%
0%
100%1.28
1833
100%
100%
0%1.28
1836
100%
50%
50%1.28
1839
100%
50%
50%1.28
1842
100%
50%
50%1.28
1845
100%
50%
50%1.30
1848
100%
50%
50%1.30
1851
100%
50%
50%1.30
1854
100%
50%
50%1.30
1857
100%
50%
50%1.31
1860
100%
100%
0%1.30
1863
100%
100%
0%1.31
1866
100%
100%
0%1.31
1869
100%
100%
0%1.30
1872
100%
50%
50%1.30
1875
100%
50%
50%1.30
1878
100%
100%
0%1.32
1881
100%
100%
0%1.32
1884
100%
100%
0%1.30
1887
100%
100%
0%1.31
1890
100%
50%
50%1.31
1893
100%
100%
0%1.31
1896
100%
100%
0%1.31
1899
100%
50%
50%1.30
1902
100%
100%
0%1.31
1905
100%
100%
0%1.31
1908
100%
100%
0%1.31
1911
100%
100%
0%1.30
1914
100%
100%
0%1.30
1917
100%
100%
0%1.31
1920
100%
100%
0%1.30
1923
100%
100%
0%1.29
1926
100%
100%
0%1.28
1929
100%
50%
50%1.27
1932
100%
100%
0%1.27
1935
100%
100%
0%1.28
1938
100%
100%
0%1.28
1941
100%
100%
0%1.27
1944
100%
100%
0%1.25
1947
100%
100%
0%1.25
1950
100%
100%
0%1.25
1953
100%
100%
0%1.24
1956
100%
100%
0%1.25
1959
100%
50%
50%1.24
1962
100%
100%
0%1.24
1965
100%
50%
50%1.23
1968
100%
100%
0%1.24
1971
100%
100%
0%1.25
1974
100%
100%
0%1.24
1977
100%
50%
50%1.24
1980
100%
100%
0%1.23
1983
100%
50%
50%1.24
1986
100%
100%
0%1.24
1989
100%
100%
0%1.24
1992
100%
100%
0%1.24
1995
100%
100%
0%1.25
1998
100%
100%
0%1.25
2001
100%
100%
0%1.24
2004
100%
100%
0%1.25
2007
100%
100%
0%1.25
2010
100%
100%
0%1.25
2013
100%
100%
0%1.25
2016
100%
100%
0%1.26
2019
100%
100%
0%1.24
2022
100%
100%
0%1.25
2025
100%
100%
0%1.25
2028
100%
100%
0%1.24
2031
100%
50%
50%1.25
2034
100%
100%
0%1.25
2037
100%
100%
0%1.24
2040
100%
100%
0%1.24
2043
100%
100%
0%1.24
2046
100%
50%
50%1.24
2049
100%
100%
0%1.22
2052
100%
100%
0%1.23
2055
100%
100%
0%1.22
2058
100%
100%
0%1.23
2061
100%
100%
0%1.23
2064
100%
100%
0%1.22
2067
100%
100%
0%1.22
2070
100%
100%
0%1.21
2073
100%
100%
0%1.21
2076
100%
100%
0%1.22
2079
100%
50%
50%1.22
2082
100%
100%
0%1.22
2085
100%
50%
50%1.22
2088
100%
100%
0%1.21
2091
100%
100%
0%1.21
2094
100%
100%
0%1.20
2097
100%
100%
0%1.20
2100
100%
50%
0%1.20
2103
100%
100%
0%1.21
2106
100%
50%
0%1.22
2109
100%
100%
0%1.22
2112
100%
100%
0%1.22
2115
100%
100%
0%1.22
2118
100%
100%
0%1.23
2121
100%
50%
50%1.24
2124
100%
100%
0%1.24
2127
100%
100%
0%1.24
2130
100%
100%
0%1.24
2133
100%
100%
0%1.24
2136
100%
100%
0%1.24
2139
100%
100%
0%1.25
2142
100%
100%
0%1.25
2145
100%
100%
0%1.24
2148
100%
100%
0%1.24
2151
100%
100%
0%1.24
2154
100%
100%
0%1.24
2157
100%
100%
0%1.22
2160
100%
100%
0%1.23
2163
100%
50%
50%1.21
2166
100%
100%
0%1.20
2169
100%
100%
0%1.21
2172
100%
100%
0%1.20
2175
100%
100%
0%1.19
2178
100%
100%
0%1.21
2181
100%
100%
0%1.21
2184
100%
100%
0%1.21
2187
100%
100%
0%1.21
2190
100%
100%
0%1.22
2193
100%
100%
0%1.21
2196
100%
100%
0%1.21
2199
100%
100%
0%1.21
2202
100%
100%
0%1.21
2205
100%
100%
0%1.22
2208
100%
100%
0%1.22
2211
100%
100%
0%1.21
2214
100%
100%
0%1.21
2217
100%
100%
0%1.22
2220
100%
100%
0%1.21
2223
100%
100%
0%1.24
2226
100%
100%
0%1.24
2229
100%
100%
0%1.23
2232
100%
100%
0%1.23
2235
100%
100%
0%1.23
2238
100%
100%
0%1.22
2241
100%
100%
0%1.22
2244
100%
100%
0%1.21
2247
100%
100%
0%1.20
2250
100%
100%
0%1.19
2253
100%
100%
0%1.21
2256
100%
100%
0%1.21
2259
100%
100%
0%1.20
2262
100%
100%
0%1.20
2265
100%
100%
0%1.19
2268
100%
100%
0%1.17
2271
100%
100%
0%1.18
2274
100%
100%
0%1.19
2277
100%
100%
0%1.17
2280
100%
100%
0%1.17
2283
100%
100%
0%1.16
2286
100%
100%
0%1.17
2289
100%
100%
0%1.16
2292
100%
100%
0%1.16
2295
100%
50%
50%1.16
2298
100%
100%
0%1.18
2301
100%
100%
0%1.16
2304
100%
100%
0%1.17
2307
100%
100%
0%1.16
2310
100%
100%
0%1.16
2313
100%
100%
0%1.19
2316
100%
100%
0%1.19
2319
100%
100%
0%1.18
2322
100%
100%
0%1.19
2325
100%
100%
0%1.18
2328
100%
100%
0%1.21
2331
100%
100%
0%1.21
2334
100%
100%
0%1.23
2337
100%
100%
0%1.22
2340
100%
100%
0%1.25
2343
100%
100%
0%1.23
2346
100%
100%
0%1.25
2349
100%
100%
0%1.24
2352
100%
100%
0%1.26
2355
100%
100%
0%1.26
2358
100%
100%
0%1.26
2361
100%
100%
0%1.26
2364
100%
100%
0%1.28
2367
100%
100%
0%1.27
2370
100%
100%
0%1.28
2373
100%
100%
0%1.29
2376
100%
50%
50%1.29
2379
100%
100%
0%1.29
2382
100%
100%
0%1.30
2385
100%
100%
0%1.30
2388
100%
100%
0%1.30
2391
100%
100%
0%1.30
2394
100%
100%
0%1.31
2397
100%
100%
0%1.30
2400
100%
100%
0%1.30
2403
100%
100%
0%1.31
2406
100%
50%
50%1.30
2409
100%
100%
0%1.31
2412
100%
100%
0%1.31
2415
100%
100%
0%1.32
2418
100%
100%
0%1.32
2421
100%
100%
0%1.32
2424
100%
100%
0%1.30
2427
100%
100%
0%1.31
2430
100%
100%
0%1.32
2433
100%
100%
0%1.31
2436
100%
100%
0%1.32
2439
100%
100%
0%1.32
2442
100%
100%
0%1.31
2445
100%
100%
0%1.30
2448
100%
100%
0%1.30
2451
100%
100%
0%1.31
2454
100%
100%
0%1.30
2457
100%
100%
0%1.30
2460
100%
100%
0%1.29
2463
100%
100%
0%1.30
2466
100%
100%
0%1.29
2469
100%
50%
50%1.28
2472
100%
100%
0%1.29
2475
100%
100%
0%1.27
2478
100%
50%
50%1.27
2481
100%
100%
0%1.27
2484
100%
100%
0%1.26
2487
100%
50%
50%1.25
2490
100%
100%
0%1.25
2493
100%
100%
0%1.25
2496
100%
100%
0%1.25
2499
100%
100%
0%1.23
2502
100%
100%
0%1.23
2505
100%
100%
0%1.24
2508
100%
50%
50%1.25
2511
100%
100%
0%1.24
2514
100%
50%
50%1.25
2517
100%
100%
0%1.24
2520
100%
100%
0%1.26
2523
100%
50%
0%1.24
2526
100%
50%
0%1.24
2529
100%
50%
50%1.24
2532
100%
100%
0%1.24
2535
100%
100%
0%1.23
2538
100%
100%
0%1.22
2541
100%
100%
0%1.22
2544
100%
100%
0%1.23
2547
100%
100%
0%1.21
2550
100%
100%
0%1.22
2553
100%
100%
0%1.22
2556
100%
100%
0%1.20
2559
100%
100%
0%1.21
2562
100%
100%
0%1.21
2565
100%
100%
0%1.22
2568
100%
100%
0%1.21
2571
100%
100%
0%1.20
2574
100%
100%
0%1.21
2577
100%
50%
0%1.21
2580
100%
50%
50%1.20
2583
100%
100%
0%1.21
2586
100%
100%
0%1.18
2589
100%
100%
0%1.19
2592
100%
100%
0%1.17
2595
100%
100%
0%1.17
2598
100%
100%
0%1.16
2601
100%
100%
0%1.14
2604
100%
100%
0%1.13
2607
100%
100%
0%1.15
2610
100%
100%
0%1.12
2613
100%
100%
0%1.12
2616
100%
100%
0%1.11
2619
100%
100%
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0%1.02
6495
100%
100%
0%1.02
6498
100%
100%
0%1.01
6501
100%
50%
50%1.00
6504
100%
100%
0%1.01
6507
100%
100%
0%1.00
6510
100%
100%
0%1.00
6513
100%
100%
0%0.99
6516
100%
100%
0%1.00
6519
100%
100%
0%0.98
6522
100%
100%
0%1.00
6525
100%
100%
0%1.00
6528
100%
100%
0%0.99
6531
100%
100%
0%1.00
6534
100%
100%
0%1.00
6537
100%
100%
0%1.00
6540
100%
100%
0%0.99
6543
100%
100%
0%0.99
6546
100%
100%
0%0.99
6549
100%
100%
0%1.00
6552
100%
100%
0%1.00
6555
100%
100%
0%0.99
6558
100%
100%
0%0.99
6561
100%
100%
0%0.98
6564
100%
100%
0%0.99
6567
100%
100%
0%0.99
6570
100%
100%
0%0.99
6573
100%
100%
0%0.99
6576
100%
100%
0%0.99
6579
100%
100%
0%0.98
6582
100%
100%
0%0.98
6585
100%
100%
0%0.98
6588
100%
100%
0%0.97
6591
100%
100%
0%0.96
6594
100%
100%
0%0.96
6597
100%
100%
0%0.96
6600
100%
100%
0%0.97
6603
100%
100%
0%0.97
6606
100%
100%
0%0.97
6609
100%
100%
0%0.99
6612
100%
100%
0%0.98
6615
100%
100%
0%0.99
6618
100%
100%
0%1.00
6621
100%
100%
0%1.00
6624
100%
100%
0%1.02
6627
100%
100%
0%1.02
6630
100%
100%
0%1.02
6633
100%
100%
0%1.03
6636
100%
100%
0%1.04
6639
100%
100%
0%1.04
6642
100%
50%
50%1.04
6645
100%
100%
0%1.05
6648
100%
100%
0%1.05
6651
100%
100%
0%1.07
6654
100%
100%
0%1.06
6657
100%
100%
0%1.07
6660
100%
50%
50%1.09
6663
100%
50%
50%1.08
6666
100%
50%
50%1.10
6669
100%
100%
0%1.09
6672
100%
100%
0%1.11
6675
100%
100%
0%1.11
6678
100%
100%
0%1.12
6681
100%
50%
50%1.11
6684
100%
100%
0%1.11
6687
100%
100%
0%1.12
6690
100%
50%
50%1.13
6693
100%
50%
50%1.15
6696
100%
100%
0%1.14
6699
100%
100%
0%1.13
6702
100%
100%
0%1.14
6705
100%
100%
0%1.12
6708
100%
100%
0%1.13
6711
100%
100%
0%1.14
6714
100%
100%
0%1.12
6717
100%
100%
0%1.13
6720
100%
100%
0%1.12
6723
100%
100%
0%1.13
6726
100%
100%
0%1.12
6729
100%
100%
0%1.11
6732
100%
100%
0%1.13
6735
100%
100%
0%1.13
6738
100%
100%
0%1.12
6741
100%
100%
0%1.13
6744
100%
100%
0%1.13
6747
100%
100%
0%1.14
6750
100%
100%
0%1.13
6753
100%
100%
0%1.16
6756
100%
100%
0%1.15
6759
100%
50%
50%1.16
6762
100%
100%
0%1.16
6765
100%
50%
50%1.17
6768
100%
50%
50%1.16
6771
100%
100%
0%1.17
6774
100%
100%
0%1.17
6777
100%
100%
0%1.18
6780
100%
100%
0%1.19
6783
100%
100%
0%1.19
6786
100%
100%
0%1.21
6789
100%
100%
0%1.20
6792
100%
100%
0%1.20
6795
100%
100%
0%1.20
6798
100%
100%
0%1.22
6801
100%
100%
0%1.22
6804
100%
100%
0%1.23
6807
100%
100%
0%1.23
6810
100%
100%
0%1.23
6813
100%
100%
0%1.22
6816
100%
50%
50%1.22
6819
100%
100%
0%1.22
6822
100%
100%
0%1.23
6825
100%
100%
0%1.23
6828
100%
100%
0%1.22
6831
100%
100%
0%1.22
6834
100%
100%
0%1.21
6837
100%
100%
0%1.21
6840
100%
100%
0%1.22
6843
100%
100%
0%1.22
6846
100%
100%
0%1.22
6849
100%
100%
0%1.22
6852
100%
100%
0%1.22
6855
100%
100%
0%1.21
6858
100%
100%
0%1.22
6861
100%
100%
0%1.22
6864
100%
50%
50%1.21
6867
100%
100%
0%1.22
6870
100%
100%
0%1.22
6873
100%
100%
0%1.21
6876
100%
100%
0%1.20
6879
100%
100%
0%1.20
6882
100%
100%
0%1.19
6885
100%
100%
0%1.20
6888
100%
100%
0%1.19
6891
100%
50%
50%1.19
6894
100%
100%
0%1.17
6897
100%
100%
0%1.18
6900
100%
100%
0%1.18
6903
100%
100%
0%1.18
6906
100%
100%
0%1.19
6909
100%
100%
0%1.18
6912
100%
100%
0%1.18
6915
100%
50%
50%1.18
6918
100%
100%
0%1.18
6921
100%
100%
0%1.18
6924
100%
100%
0%1.20
6927
100%
100%
0%1.19
6930
100%
100%
0%1.20
6933
100%
100%
0%1.19
6936
100%
100%
0%1.19
6939
100%
100%
0%1.19
6942
100%
100%
0%1.18
6945
100%
100%
0%1.19
6948
100%
50%
50%1.18
6951
100%
100%
0%1.17
6954
100%
100%
0%1.17
6957
100%
100%
0%1.17
6960
100%
100%
0%1.16
6963
100%
100%
0%1.19
6966
100%
100%
0%1.17
6969
100%
100%
0%1.17
6972
100%
100%
0%1.18
6975
100%
100%
0%1.18
6978
100%
100%
0%1.18
6981
100%
100%
0%1.19
6984
100%
100%
0%1.17
6987
100%
50%
50%1.18
6990
100%
100%
0%1.17
6993
100%
100%
0%1.18
6996
100%
100%
0%1.16
6999
100%
100%
0%1.17
7002
100%
100%
0%1.17
7005
100%
100%
0%1.17
7008
100%
100%
0%1.18
7011
100%
50%
50%1.17
7014
100%
100%
0%1.18
7017
100%
100%
0%1.18
7020
100%
100%
0%1.19
7023
100%
50%
50%1.18
7026
100%
100%
0%1.19
7029
100%
100%
0%1.19
7032
100%
100%
0%1.20
7035
100%
100%
0%1.18
7038
100%
100%
0%1.19
7041
100%
100%
0%1.19

A self-play game from generation 7041

columns played: 4 3 6 7 6 6 6 3 3 7 4 4 7 4 4 3 3 4 3 6 6 5 5 5 5 5 7 5 2 2 2 2 2 2 7 7 1 1 1 1 — winner: Yellow