alphazero

There are 15 repositories under alphazero topic.

suragnair / alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
alpha-zero alphago alphago-zero alphazero deep-learning gobang gomoku keras mcts monte-carlo-tree-search neural-network othello pytorch reinforcement-learning self-play tensorflow tf
Language:Jupyter Notebook 3666
junxiaosong / AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
alphazero mcts alphago-zero gomoku gobang monte-carlo-tree-search alphago reinforcement-learning rl board-game self-learning pytorch tensorflow
Language:Python 3177
werner-duvaud / muzero-general
MuZero
alphago alphazero deep-learning deep-reinforcement-learning gym machine-learning mcts model-based-rl monte-carlo-tree-search muzero muzero-general neural-network python3 pytorch reinforcement-learning residual-network rl self-learning tensorboard
Language:Python 2376
jonathan-laurent / AlphaZero.jl
A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.
alphazero deep-learning julia machine-learning
Language:Julia 1216
NeymarL / ChineseChess-AlphaZero
Implement AlphaZero/AlphaGo Zero methods on Chinese chess.
reinforcement-learning alphazero deep-learning chinese-chess
Language:Python 1026
opendilab / LightZero
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
alpha-beta-pruning alphazero atari board-games continuous-control gomoku monte-carlo-tree-search muzero pytorch reinforcement-learning tictactoe efficientzero sampled-muzero mcts mcts-algorithm board-game gym self-play stochastic-muzero gumbel-muzero
Language:Python 869
s-casci / tinyzero
Easily train AlphaZero-like agents on any environment you want!
alphazero mcts reinforcement-learning
Language:Python 393
hijkzzz / alpha-zero-gomoku
A Multi-threaded Implementation of AlphaZero
alphazero cpp gomoku-game libtorch multithreading
Language:Python 352
pgx
sotetsuk / pgx
🎲 Vectorized RL game environments in JAX
machine-learning ai game reinforcement-learning backgammon chess go-game shogi bridge-game poker alphazero jax python artificial-intelligence
Language:Python 315
asdfjkl / neural_network_chess
Free Book about Deep-Learning approaches for Chess (like AlphaZero, Leela Chess Zero and Stockfish NNUE)
deep-learning chess nnue alphazero
Language:Python 265
CrazyAra
QueensGambit / CrazyAra
A Deep Learning UCI-Chess Variant Engine written in C++ & Python :parrot:
python crazyhouse chess-engine deep-learning artificial-intelligence convolutional-neural-network mcts alphazero mxnet gluon open-source machine-learning lichess python-chess alphago mcgs
Language:Jupyter Notebook 230
leedavid / leela-chess-to-Chinese-Chess
《佳佳象棋 GGzero》采用 alphazero 技术的**象棋引擎
chinese chess alphazero
Language:C++ 183
initial-h / AlphaZero_Gomoku_MPI
An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku
alphazero alphazero-gomoku parallel mpi4py tensorflow alphago mcts gomoku tensorlayer tree-search algorithm deep-reinforcement-learning dirichlet-distribution
Language:Python 178
pandezhao / alpha_sigma
A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.
reinforcement-learning deep-learning pytorch pytorch-rl alphazero gomoku gomoku-game monte-carlo-tree-search deep-reinforcement-learning
Language:Python 158
kaesve / 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.
muzero alphazero reinforcement-learning tensorflow tensorflow2 mcts tf2 deep-learning deep-reinforcement-learning
Language:Jupyter Notebook 145
yenw / computer-go-dataset
datasets for computer go
computer-go go sgf tygem computer-go-dataset alphago alphazero muzero fineart leelazero golaxy minigo elf-opengo phoenixgo
Language:C++ 144
bhansconnect / alpha_zero_othello
A functional Alpha Zero that plays Othello using Keras
alphazero deep-learning machine-learning reinforcement-learning
Language:Python 114
manyoso / allie
Allie: A UCI compliant chess engine
alphazero chess-engine mcts alphabeta neural-network chess deepmind
Language:C++ 105
zhiyiYo / Alpha-Gobang-Zero
A gobang robot based on reinforcement learning.
alphazero gobang pytorch pyqt5 reinforcement-learning
Language:Python 90
netcan / AnimalChess
Animal Fight Chess Game（斗兽棋） written in rust.
rust ai chess board-game monte-carlo-tree-search alpha-beta-pruning minmax alphazero
Language:Rust 89
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.
alphazero alpha-zero alphago-zero tensorflow reinforcement-learning mcts tictactoe self-play game deep-learning machine-learning resnet connect-four connect4 othello reversi tic-tac-toe deepmind
Language:Python 84
richemslie / galvanise_zero
Learning from zero (mostly based off of AlphaZero) in General Game Playing.
general-game-playing alpha-zero reinforcement-learning deep-learning breakthrough ggp chess baduk reversi hex gzero amazons connect6 alphazero expert-iteration
Language:Python 82
plkmo / AlphaZero_Connect4
PyTorch implementation of AlphaZero Connect from scratch (with results)
alphazero reinforcement-learning alphago-zero
Language:Python 81
cgreer / alpha-zero-boosted
A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)
alphazero lightgbm python alphago gradient-boosted-trees xgboost gbdt
Language:Python 80
BUGOUT
Terkwood / BUGOUT
AI-driven, Multiplayer Go/Weiqi/Baduk for the web 🐛🤖🦀♟
go-game weiqi baduk goban board-game multiplayer-game distributed-systems microservices redis redis-streams katago alphago alphazero artificial-intelligence igo multiplayer boardgame rust distributed-monolith
Language:Rust 73
zjeffer / chess-deep-rl
Research project: create a chess engine using Deep Reinforcement Learning
chess alphazero reinforcement-learning artificial-intelligence ai neural-network mcts deep-learning machine-learning deep-reinforcement-learning neural-networks chess-engine
Language:Jupyter Notebook 69
GuoYi0 / alphaFive
alphaGo版本的五子棋(gobang, gomoku)
alphago alphago-zero alphazero gomoku reinforcement-learning tensorflow gobang
Language:Python 63
lowrollr / turbozero
fast + parallel AlphaZero in JAX
alphazero gpu-acceleration monte-carlo-tree-search reinforcement-learning vectorization mcts jax
Language:Python 63
YoujiaZhang / AlphaGo-Zero-Gobang
Meta-Zeta是一个基于强化学习的五子棋(Gobang)模型，主要用以了解AlphaGo Zero的运行原理的Demo，即神经网络是如何指导MCTS做出决策的，以及如何自我对弈学习。源码+教程
gobang gui mcts deep-learning residual-networks alphazero alphago tensorflow ai gomuku
Language:Python 63
Sayuri
CGLemon / Sayuri
AlphaZero based engine for the game of Go (圍棋/围棋).
mcts weiqi baduk alphago deeplearning sayuri alphazero gumbel-alphazero
Language:C++ 62
kevaday / alphazero-general
A fast, generalized, and modified implementation of Deepmind's distinguished AlphaZero in PyTorch.
reinforcement-learning alphazero deep-learning game board-game cython
Language:Python 56
zouyih / AlphaZero_Gomoku-tensorflow
alphazero alphago gomoku tensorflow reinforcement-learning
Language:Python 55
rlglab / minizero
MiniZero: An AlphaZero and MuZero Training Framework
alphazero deep-reinforcement-learning gumbel-alphazero gumbel-muzero mcts muzero monte-carlo-tree-search atari board-games go gomoku hex nogo othello outer-open-gomoku tictactoe killall-go reinforcement-learning
Language:C++ 42
coreylowman / synthesis
A rust implementation of AlphaZero algorithm
rust alphazero mcts connect4-game base65536 pytorch neural-network machine-learning deep-learning
Language:Rust 39
grimmer0125 / alphago-zero-tictactoe-js
A game framework based on AlphaZero/TensorFlow.js runs in browser to demonstrate tic-tac-toe AI game. Use a pre-trained model or train from scratch. Ported from suragnair/alpha-zero-general (Python)
game monte-carlo-tree-search tic-tac-toe cnn deep-learning neural-network javascript browser reactjs alphazero reinforcement-learning semantic-ui create-react-app skip-resnet-implementation tictactoe numjs
Language:JavaScript 39
Akababa / Chess-Zero
Chess reinforcement learning by AlphaZero methods.
alphazero chess reinforcement-learning supervised-learning
Language:Python 37

alphazero

suragnair / alpha-zero-general

junxiaosong / AlphaZero_Gomoku

werner-duvaud / muzero-general

jonathan-laurent / AlphaZero.jl

NeymarL / ChineseChess-AlphaZero

opendilab / LightZero

s-casci / tinyzero

hijkzzz / alpha-zero-gomoku

sotetsuk / pgx

asdfjkl / neural_network_chess

QueensGambit / CrazyAra

leedavid / leela-chess-to-Chinese-Chess

initial-h / AlphaZero_Gomoku_MPI

pandezhao / alpha_sigma

kaesve / muzero

yenw / computer-go-dataset

bhansconnect / alpha_zero_othello

manyoso / allie

zhiyiYo / Alpha-Gobang-Zero

netcan / AnimalChess

blanyal / alpha-zero

richemslie / galvanise_zero

plkmo / AlphaZero_Connect4

cgreer / alpha-zero-boosted

Terkwood / BUGOUT

zjeffer / chess-deep-rl

GuoYi0 / alphaFive

lowrollr / turbozero

YoujiaZhang / AlphaGo-Zero-Gobang

CGLemon / Sayuri

kevaday / alphazero-general

zouyih / AlphaZero_Gomoku-tensorflow

rlglab / minizero

coreylowman / synthesis

grimmer0125 / alphago-zero-tictactoe-js

Akababa / Chess-Zero