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. 2017 Dec 11;12(12):e0188046. doi: 10.1371/journal.pone.0188046

Table 4. Standard tournament: Number of wins per tournament of top 15 strategies (ranked by median score over 50000 tournaments) * indicates that the strategy was trained.

mean std min 5% 25% 50% 75% 95% max
EvolvedLookerUp2_2_2* 48.259 1.336 43 46.0 47.0 48.0 49.0 50.0 53
Evolved HMM 5* 41.358 1.221 36 39.0 41.0 41.0 42.0 43.0 45
Evolved FSM 16* 56.978 1.099 51 55.0 56.0 57.0 58.0 59.0 60
PSO Gambler 2_2_2* 40.692 1.089 36 39.0 40.0 41.0 41.0 42.0 45
Evolved FSM 16 Noise 05* 40.070 1.673 34 37.0 39.0 40.0 41.0 43.0 47
PSO Gambler 1_1_1* 45.005 1.595 38 42.0 44.0 45.0 46.0 48.0 51
Evolved ANN 5* 43.224 0.674 41 42.0 43.0 43.0 44.0 44.0 47
Evolved FSM 4* 37.227 0.951 34 36.0 37.0 37.0 38.0 39.0 41
Evolved ANN* 43.100 1.021 40 42.0 42.0 43.0 44.0 45.0 48
PSO Gambler Mem1* 43.444 1.837 34 40.0 42.0 43.0 45.0 46.0 51
Evolved ANN 5 Noise 05* 33.711 1.125 30 32.0 33.0 34.0 34.0 35.0 38
DBS 32.329 1.198 28 30.0 32.0 32.0 33.0 34.0 38
Winner12 40.179 1.037 36 39.0 39.0 40.0 41.0 42.0 44
Fool Me Once 50.121 0.422 48 50.0 50.0 50.0 50.0 51.0 52
Omega TFT: 3, 8 35.157 0.859 32 34.0 35.0 35.0 36.0 37.0 39