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

Table 2. Standard tournament: Mean score per turn of top 15 strategies (ranked by median over 50000 tournaments).

The leaderboard is dominated by the trained strategies (indicated by a *).

mean std min 5% 25% 50% 75% 95% max
EvolvedLookerUp2_2_2* 2.955 0.010 2.915 2.937 2.948 2.956 2.963 2.971 2.989
Evolved HMM 5* 2.954 0.014 2.903 2.931 2.945 2.954 2.964 2.977 3.007
Evolved FSM 16* 2.952 0.013 2.900 2.930 2.943 2.953 2.962 2.973 2.993
PSO Gambler 2_2_2* 2.938 0.013 2.884 2.914 2.930 2.940 2.948 2.957 2.972
Evolved FSM 16 Noise 05* 2.919 0.013 2.874 2.898 2.910 2.919 2.928 2.939 2.965
PSO Gambler 1_1_1* 2.912 0.023 2.805 2.874 2.896 2.912 2.928 2.950 3.012
Evolved ANN 5* 2.912 0.010 2.871 2.894 2.905 2.912 2.919 2.928 2.945
Evolved FSM 4* 2.910 0.012 2.867 2.889 2.901 2.910 2.918 2.929 2.943
Evolved ANN* 2.907 0.010 2.865 2.890 2.900 2.908 2.914 2.923 2.942
PSO Gambler Mem1* 2.901 0.025 2.783 2.858 2.884 2.901 2.919 2.942 2.994
Evolved ANN 5 Noise 05* 2.864 0.008 2.830 2.850 2.858 2.865 2.870 2.877 2.891
DBS 2.857 0.009 2.823 2.842 2.851 2.857 2.863 2.872 2.899
Winner12 2.849 0.008 2.820 2.836 2.844 2.850 2.855 2.862 2.874
Fool Me Once 2.844 0.008 2.818 2.830 2.838 2.844 2.850 2.857 2.882
Omega TFT: 3, 8 2.841 0.011 2.800 2.822 2.833 2.841 2.849 2.859 2.882