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todos.md

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Algorithm

  • check if neural network has to be used in first iteration of self play or not because it is stupid (random)

Unit Tests

  • test MCTS
  • test game logic
  • test AlphaZero

Improvements

  • alte Spiele nachträglich visualisieren
  • evaluation also parallel
  • store replay buffer with less memory
  • profile and try to improve run time
  • parallelize logging
  • maybe different library than pathos
  • other NeuralNetwork (does not have to be torch)