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IPD

Iterated Prisoner's Dilemma Experiment

Python code to run experimental tests for the Iterated Prisoner's Dilemma (IPD) based on the Axelrod repository: https://github.com/Axelrod-Python/Axelrod

Designed for my academic research on this topic and reproducibility. The strategy 4-Duality Optimizer 1 is tested, based on the analysis of the IPD from the paper:

Cadre conceptuel pour la résolution d’une classe de conflits de valeurs. https://philpapers.org/rec/FRACCP

Usage

execute main-test.py code

License

MIT License.

Test results

============================================================

TOURNAMENT RESULTS (total score across all turns & repetitions)

============================================================

  1. Evolved ANN 5 Noise 05 : 82231.00 points
  2. 4-Duality Optimizer 1B : 70841.00 points
  3. ShortMem : 70603.00 points
  4. 4-Duality Optimizer 1 : 70267.00 points
  5. Meta Majority Long Memory: 138 players : 69534.00 points
  6. Nice Average Copier : 69431.00 points
  7. Second by WmAdams : 69379.00 points
  8. DoubleCrosser: (D, D) : 69375.00 points
  9. Second by Yamachi : 69162.00 points
  10. Grumpy: Nice, 10, -10 : 69123.00 points
  11. Meta Majority Finite Memory: 82 players : 68984.00 points
  12. Evolved HMM 5 : 68617.00 points
  13. Slow Tit For Two Tats 2 : 67626.00 points
  14. Average Copier : 67165.00 points
  15. EvolvedLookerUp2_2_2 : 66832.00 points
  16. Naive Prober: 0.1 : 65823.00 points
  17. Raider : 65360.00 points
  18. Cycler CCD : 63908.00 points
  19. PSO Gambler 2_2_2 : 63133.00 points
  20. Thumper : 63036.00 points
  21. Hard Prober : 62261.00 points
  22. Alternator : 61621.00 points
  23. Winner12 : 61316.00 points
  24. NMWE Stochastic: 68 players : 61181.00 points
  25. Limited Retaliate: 0.1, 20 : 59976.00 points
  26. Limited Retaliate 3: 0.05, 20 : 59323.00 points
  27. First by Anonymous : 58343.00 points
  28. Gradual Killer: (D, D, D, D, D, C, C) : 56204.00 points
  29. CollectiveStrategy : 56140.00 points
  30. EasyGo : 55579.00 points
  31. UsuallyDefects : 54737.00 points
  32. Tricky Cooperator : 54412.00 points [Finished in 1389.7s]