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Top 13 alphago-zero 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

Chess Alpha Zero

Chess reinforcement learning by AlphaGo Zero methods.

✭ 1,868

Jupyter Notebook python tensorflow keras reinforcement-learning chess alphago-zero

Elf

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

✭ 3,240

C++python c shell CMake Dockerfile Makefile reinforcement-learning rl alphago-zero alpha-zero rl-environment

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

connect4-alpha-zero

Connect4 reinforcement learning by AlphaGo Zero methods.

✭ 102

python reinforcement-learning tensorflow keras connect4 alphago-zero

sai

SAI: a fork of Leela Zero with variable komi.

✭ 92

C++python c CMake HTML Makefile neural-network alphago-zero leela-zero

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

connect4

Solving board games like Connect4 using Deep Reinforcement Learning

✭ 33

python deep-learning policy-gradient reinforcement-learning-algorithms convolutional-neural-networks residual-networks monte-carlo-tree-search tictactoe-game double-dqn dueling-dqn async-dqn alphago-zero connect4-game a3c-agent

alphaFive

alphaGo版本的五子棋(gobang, gomoku)

✭ 51

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

alphazero

Board Game Reinforcement Learning using AlphaZero method. including Makhos (Thai Checkers), Reversi, Connect Four, Tic-tac-toe game rules

✭ 24

python reinforcement-learning tensorflow keras tic-tac-toe connect-four reversi othello checkers draughts alphago-zero alphazero

MyAlphaGoZeroOnConnect4

My Simple Implementation of AlphaGo Zero on Connect4

✭ 16

python reinforcement-learning neural-network tensorflow keras residual-networks monte-carlo-tree-search alphago-zero connect4-game

KKAlphaGoZero

alphaGoZero论文的实现

✭ 35

python alphago-zero

1-13 of 13 alphago-zero projects