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Top 14 alphazero open source projects

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

✭ 2,570

python pytorch tensorflow reinforcement-learning theano rl lasagne board-game mcts gomoku monte-carlo-tree-search self-learning gobang alphago alphago-zero alphazero

Alpha Zero General

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

AlphaZero Gobang

Deep Learning big homework of UCAS

✭ 29

python deep-learning pytorch mcts gomoku residual-networks gobang alphazero five-in-a-row

Chess-Zero

Chess reinforcement learning by AlphaZero methods.

✭ 36

python Batchfile chess reinforcement-learning supervised-learning alphazero

AnimalChess

Animal Fight Chess Game（斗兽棋） written in rust.

✭ 76

rust python Jupyter Notebook board-game chess ai alpha-beta-pruning monte-carlo-tree-search minmax alphazero

computer-go-dataset

datasets for computer go

✭ 133

C++python sgf alphago computer-go tygem computer-go-dataset fineart alphazero minigo phoenixgo leelazero muzero golaxy elf-opengo

saltzero

Machine learning bot for ultimate tic-tac-toe based on DeepMind's AlphaGo Zero paper. C++ and Python.

✭ 27

C++python alphago-zero alphazero

muzero

A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.

✭ 126

Jupyter Notebook python reinforcement-learning deep-learning tensorflow deep-reinforcement-learning tf2 mcts alphazero tensorflow2 muzero

alphaFive

alphaGo版本的五子棋(gobang, gomoku)

✭ 51

python reinforcement-learning tensorflow gomoku gobang alphago alphago-zero alphazero

AlphaZero-Renju

No description or website provided.

✭ 17

C++python Starlark c tensorflow bazel pygame alphago alpha-zero alphazero

alpha sigma

A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.