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suragnair / alpha-zero-general

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

reinforcement-learning deep-learning neural-network tensorflow keras pytorch mcts othello gomoku monte-carlo-tree-search gobang alphago tf alphago-zero alpha-zero alphazero self-play

Updated Jan 1, 2025
Jupyter Notebook

junxiaosong / AlphaZero_Gomoku

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

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

Updated Apr 24, 2024
Python

pytorch / ELF

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

go reinforcement-learning rl alphago-zero alpha-zero rl-environment

Updated Jun 21, 2019
C++

Zeta36 / chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

chess reinforcement-learning tensorflow keras alphago-zero

Updated Mar 24, 2023
Jupyter Notebook

maxpumperla / deep_learning_and_the_game_of_go

Code and other material for the book "Deep Learning and the Game of Go"

python data-science machine-learning games deep-learning neural-networks game-of-go alphago alphago-zero

Updated Aug 2, 2024
Python

mokemokechicken / reversi-alpha-zero

Reversi reinforcement learning by AlphaGo Zero methods.

machine-learning reinforcement-learning tensorflow keras reversi deeplearning alphago-zero

Updated Dec 7, 2022
Python

bupticybee / icyChessZero

中国象棋alpha zero程序

reinforcement-learning chinese alphago chinese-chess alphago-zero tensorlfow

Updated Jan 2, 2019
Jupyter Notebook

yhyu13 / AlphaGOZero-python-tensorflow

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

supervised-learning deepmind alphago-zero python-tensorflow

Updated Sep 23, 2022
Python

dylandjian / SuperGo

A student implementation of Alpha Go Zero

machine-learning reinforcement-learning python3 pytorch mcts alphago alphago-zero

Updated Aug 1, 2018
Python

michaelnny / alpha_zero

A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games

go reinforcement-learning gomoku alphago alphago-zero alphazero

Updated Oct 26, 2024
Python

Zeta36 / connect4-alpha-zero

Connect4 reinforcement learning by AlphaGo Zero methods.

reinforcement-learning tensorflow keras connect4 alphago-zero

Updated Apr 5, 2021
Python

CuriosAI / sai

SAI: a fork of Leela Zero with variable komi.

neural-network alphago-zero leela-zero

Updated Sep 23, 2023
C++

Urinx / ReinforcementLearning

Reinforcing Your Learning of Reinforcement Learning

reinforcement-learning tic-tac-toe space-invaders q-learning doom dqn mcts policy-gradient cartpole gomoku ddpg atari-2600 alphago frozenlake ppo advantage-actor-critic alphago-zero

Updated Jul 14, 2019
Python

blanyal / 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.

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

Updated Apr 14, 2018
Python

plkmo / AlphaZero_Connect4

PyTorch implementation of AlphaZero Connect from scratch (with results)

reinforcement-learning alphago-zero alphazero

Updated Jan 9, 2020
Python

kobanium / TamaGo

Computer go engine using Monte-Carlo Tree Search written in Python3.

go reinforcement-learning deep-learning baduk weiqi mcts go-text-protocol monte-carlo-tree-search alphago alphago-zero alphagozero gumbel-alphazero

Updated Sep 2, 2025
Python

GuoYi0 / alphaFive

alphaGo版本的五子棋(gobang, gomoku)

reinforcement-learning tensorflow gomoku gobang alphago alphago-zero alphazero

Updated Mar 17, 2020
Python

Narsil / alphagozero

Unofficial attempt to rebuild AlphaGo Zero

tensorflow keras alphago-zero

Updated May 6, 2024
Python

cestpasphoto / alpha-zero-general

A very fast implementation of AlphaZero, applied to games like Splendor, Santorini, The Little Prince, ... Browser version available

python reinforcement-learning pytorch numba alphago the-little-prince splendor alphago-zero alphazero machikoro self-play minivilles santorini santorini-game

Updated Oct 3, 2025
Python

xuzijian629 / combopt-zero

A reinforcement learning based solver for combinatorial problems

reinforcement-learning independent-sets feedback-vertex-set vertex-cover maximum-clique maxcut alphago-zero graph-neural-networks

Updated Jun 22, 2022
C++

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