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c4zero

Reimplementing AlphaZero (ish) to learn connect 4

Demo

Play against the AI on Google Colab

Roadmap

  • Train an AI opponent for Connect 2 using MCTS
  • Upgrade network to handle 2 dimensional board
  • Train AI opponent to play connect 4
  • Make training loop more robust to overfitting
  • Develop new game: Connect 4 - Tombola where board rotations are possible
  • Train AI opponent to play Connect 4 - Tombola
  • Integrate with SolidJS front end