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$ python -O gridsearch.py 50000 0.25,0.75 0.1,0.00001,0.0 0.1,0.00001,0.0 Expected number of matches: 15300000 (ca. 25 minutes at 10000m/s) INFO: played 15300000 matches in 1004.25 seconds (15235.29 m/s)

*** Final Normalized Ranking (50000 matches per game) ***

  1. 1.00 (3004705 points) -- QLearningPlayer, (0.75, 1e-05, 1e-05)
  2. 0.98 (2948737 points) -- QLearningPlayer, (0.75, 0.1, 1e-05)
  3. 0.98 (2943488 points) -- QLearningPlayer, (0.75, 1e-05, 0.0)
  4. 0.96 (2896672 points) -- QLearningPlayer, (0.75, 0.1, 0.0)
  5. 0.96 (2892920 points) -- QLearningPlayer, (0.25, 1e-05, 1e-05)
  6. 0.95 (2864599 points) -- QLearningPlayer, (0.25, 1e-05, 0.0)
  7. 0.94 (2826054 points) -- QLearningPlayer, (0.25, 0.1, 1e-05)
  8. 0.93 (2784254 points) -- QLearningPlayer, (0.25, 0.1, 0.0)
  9. 0.75 (2244779 points) -- QLearningPlayer, (0.75, 0.0, 1e-05)
  10. 0.75 (2239741 points) -- QLearningPlayer, (0.25, 0.0, 0.0)
  11. 0.74 (2232546 points) -- QLearningPlayer, (0.25, 0.0, 1e-05)
  12. 0.74 (2232015 points) -- QLearningPlayer, (0.75, 0.0, 0.0)
  13. 0.41 (1245905 points) -- QLearningPlayer, (0.25, 0.1, 0.1)
  14. 0.35 (1046801 points) -- QLearningPlayer, (0.75, 1e-05, 0.1)
  15. 0.34 (1025676 points) -- QLearningPlayer, (0.25, 1e-05, 0.1)
  16. 0.32 (952582 points) -- QLearningPlayer, (0.25, 0.0, 0.1)
  17. 0.31 (942391 points) -- QLearningPlayer, (0.75, 0.0, 0.1)
  18. 0.31 (930695 points) -- QLearningPlayer, (0.75, 0.1, 0.1)

$ python -O gridsearch.py 50000 0.5,0.75,1.0 0.01,0.0001,0.0 0.01,0.0001,0.0 Expected number of matches: 35100000 (ca. 58 minutes at 10000m/s) INFO: played 35100000 matches in 2263.16 seconds (15509.32 m/s)

*** Final Normalized Ranking (50000 matches per game) ***

  1. 1.00 (4618080 points) -- QLearningPlayer, (1.0, 0.0001, 0.0001)
  2. 0.98 (4532990 points) -- QLearningPlayer, (0.75, 0.0001, 0.0001)
  3. 0.98 (4520738 points) -- QLearningPlayer, (1.0, 0.01, 0.0)
  4. 0.98 (4510308 points) -- QLearningPlayer, (1.0, 0.0001, 0.0)
  5. 0.97 (4502355 points) -- QLearningPlayer, (0.75, 0.0001, 0.0)
  6. 0.95 (4392032 points) -- QLearningPlayer, (0.75, 0.01, 0.0)
  7. 0.93 (4316303 points) -- QLearningPlayer, (1.0, 0.01, 0.0001)
  8. 0.93 (4307133 points) -- QLearningPlayer, (0.5, 0.0001, 0.0001)
  9. 0.93 (4296667 points) -- QLearningPlayer, (0.5, 0.0001, 0.0)
  10. 0.91 (4205504 points) -- QLearningPlayer, (0.75, 0.01, 0.0001)
  11. 0.89 (4126824 points) -- QLearningPlayer, (0.5, 0.01, 0.0)
  12. 0.86 (3993418 points) -- QLearningPlayer, (0.5, 0.01, 0.0001)
  13. 0.76 (3516473 points) -- QLearningPlayer, (1.0, 0.0, 0.0001)
  14. 0.74 (3414675 points) -- QLearningPlayer, (0.75, 0.0, 0.0)
  15. 0.74 (3395342 points) -- QLearningPlayer, (0.5, 0.0, 0.0001)
  16. 0.73 (3378146 points) -- QLearningPlayer, (0.5, 0.0, 0.0)
  17. 0.73 (3372893 points) -- QLearningPlayer, (1.0, 0.0, 0.0)
  18. 0.72 (3312821 points) -- QLearningPlayer, (0.75, 0.0, 0.0001)
  19. 0.46 (2116868 points) -- QLearningPlayer, (1.0, 0.0, 0.01)
  20. 0.44 (2022421 points) -- QLearningPlayer, (0.75, 0.0, 0.01)
  21. 0.42 (1932683 points) -- QLearningPlayer, (0.5, 0.0, 0.01)
  22. 0.42 (1924762 points) -- QLearningPlayer, (0.5, 0.01, 0.01)
  23. 0.34 (1568673 points) -- QLearningPlayer, (0.75, 0.0001, 0.01)
  24. 0.34 (1567014 points) -- QLearningPlayer, (0.5, 0.0001, 0.01)
  25. 0.34 (1562442 points) -- QLearningPlayer, (1.0, 0.0001, 0.01)
  26. 0.30 (1372245 points) -- QLearningPlayer, (0.75, 0.01, 0.01)
  27. 0.29 (1329823 points) -- QLearningPlayer, (1.0, 0.01, 0.01)