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Top 4 self-play open source projects

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

✭ 2,617

Jupyter Notebook python shell deep-learning pytorch tensorflow keras reinforcement-learning chainer mcts othello gomoku monte-carlo-tree-search gobang alphago tf alphago-zero alpha-zero alphazero self-play

alpha-zero

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.

✭ 68

python game machine-learning reinforcement-learning deep-learning tensorflow tic-tac-toe connect-four reversi mcts othello tictactoe resnet deepmind connect4 alphago-zero alpha-zero alphazero self-play

alphastone

Using self-play, MCTS, and a deep neural network to create a hearthstone ai player

✭ 24

python ai deep-learning hearthstone deep-reinforcement-learning pytorch monte-carlo-tree-search alpha-zero self-play ismcts

DI-star

An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.

✭ 1,335

python deep-learning deep-reinforcement-learning league artificial-intelligence starcraft2 self-play reinforcment-learning

1-4 of 4 self-play projects