alphago-zero

There are 28 repositories under alphago-zero 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 3669
pytorch / ELF
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
reinforcement-learning alphago-zero rl rl-environment alpha-zero go
Language:C++ 3349
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 3174
Zeta36 / chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
alphago-zero chess keras reinforcement-learning tensorflow
Language:Jupyter Notebook 2091
maxpumperla / deep_learning_and_the_game_of_go
Code and other material for the book "Deep Learning and the Game of Go"
alphago alphago-zero data-science deep-learning game-of-go games machine-learning neural-networks python
Language:Python 935
mokemokechicken / reversi-alpha-zero
Reversi reinforcement learning by AlphaGo Zero methods.
reinforcement-learning deeplearning alphago-zero keras tensorflow machine-learning reversi
Language:Python 674
bupticybee / icyChessZero
**象棋alpha zero程序
alphago-zero alphago chinese-chess reinforcement-learning chinese tensorlfow
Language:Jupyter Notebook 367
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)
alphago-zero deepmind python-tensorflow supervised-learning
Language:Python 341
dylandjian / SuperGo
A student implementation of Alpha Go Zero
alphago alphago-zero machine-learning mcts python3 pytorch reinforcement-learning
Language:Python 275
Zeta36 / connect4-alpha-zero
Connect4 reinforcement learning by AlphaGo Zero methods.
alphago-zero connect4 keras reinforcement-learning tensorflow
Language:Python 110
CuriosAI / sai
SAI: a fork of Leela Zero with variable komi.
alphago-zero leela-zero neural-network
Language:C++ 103
Urinx / ReinforcementLearning
Reinforcing Your Learning of Reinforcement Learning
advantage-actor-critic alphago alphago-zero atari-2600 cartpole ddpg doom dqn frozenlake gomoku mcts policy-gradient ppo q-learning reinforcement-learning space-invaders tic-tac-toe
Language:Python 84
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 83
plkmo / AlphaZero_Connect4
PyTorch implementation of AlphaZero Connect from scratch (with results)
alphazero reinforcement-learning alphago-zero
Language:Python 81
GuoYi0 / alphaFive
alphaGo版本的五子棋(gobang, gomoku)
alphago alphago-zero alphazero gomoku reinforcement-learning tensorflow gobang
Language:Python 63
Narsil / alphagozero
Unofficial attempt to rebuild AlphaGo Zero
alphago-zero keras tensorflow
Language:Python 57
kobanium / TamaGo
Computer go engine using Monte-Carlo Tree Search written in Python3.
alphago alphago-zero alphagozero baduk deep-learning go go-text-protocol gumbel-alphazero mcts monte-carlo-tree-search reinforcement-learning weiqi
Language:Python 47
xuzijian629 / combopt-zero
A reinforcement learning based solver for combinatorial problems
alphago-zero vertex-cover independent-sets feedback-vertex-set maxcut maximum-clique reinforcement-learning graph-neural-networks
Language:C++ 37
KelvinKarRoy / KKAlphaGoZero
alphaGoZero论文的实现
alphago-zero
Language:Python 35
kirarpit / connect4
Solving board games like Connect4 using Deep Reinforcement Learning
reinforcement-learning-algorithms double-dqn policy-gradient a3c-agent dueling-dqn alphago-zero connect4-game tictactoe-game deep-learning convolutional-neural-networks residual-networks async-dqn monte-carlo-tree-search
Language:Python 33
michaelnny / alpha_zero
A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games
alphago alphago-zero alphazero go gomoku reinforcement-learning
Language:Python 29
farmersrice / saltzero
Machine learning bot for ultimate tic-tac-toe based on DeepMind's AlphaGo Zero paper. C++ and Python.
alphago-zero alphazero
Language:C++ 26
witchu / alphazero
Board Game Reinforcement Learning using AlphaZero method. including Makhos (Thai Checkers), Reversi, Connect Four, Tic-tac-toe game rules
alphago-zero alphazero checkers connect-four draughts keras othello reinforcement-learning reversi tensorflow tic-tac-toe
Language:Python 26
SergioIommi / DQN-2048
Deep Reinforcement Learning to Play 2048 (with Keras)
2048 2048-game alphago alphago-zero artificial-intelligence convolutional-neural-networks deep-learning deep-neural-networks deep-q-network deep-reinforcement-learning deepmind dqn game intelligent-agent keras-rl monte-carlo-tree-search neural-networks openai openai-gym reinforcement-learning
Language:Python 22
2Bear / othello-zero
An implementation of the AlphaGo Zero and the AlphaZero algorithm for othello playing.
alphago-zero alphazero reinforcement-learning deep-learning tensorflow othello-ai reversi-ai
Language:Python 21
cestpasphoto / alpha-zero-general
A very fast implementation of AlphaZero, applied to games like Splendor, Santorini, The Little Prince, … Browser version available
alphago alphago-zero alphazero machikoro minivilles numba python pytorch reinforcement-learning santorini santorini-game self-play splendor the-little-prince
Language:Python 21
adepierre / Caffe_AlphaZero
Implementation of Deepmind's AlphaZero algorithm with Caffe and C++
alphazero deep-learning reinforcement-learning caffe cpp mcts alphago-zero
Language:C++ 19
yichen914 / MyAlphaGoZeroOnConnect4
My Simple Implementation of AlphaGo Zero on Connect4
neural-network residual-networks monte-carlo-tree-search alphago-zero connect4-game reinforcement-learning tensorflow keras
Language:Python 18
yzhq97 / AlphaGomokuZero
An illustration program which visualizes the MCTS mechanism inside AlphaZero in order to provide a better understanding of how an AI makes decisions. 一个通过可视化AlphaZero中的蒙特卡洛树搜索来解释AI决策方式的程序。
alphago-zero alphazero gomoku reinforcement-learning
Language:Python 16
kekmodel / gym-tictactoe-zero
Tic Tac Toe with Alpha Zero method - My first work
gym openai mcts tictactoe reinforcement alphago alphago-zero alphazero
Language:Python 14
fffasttime / Gmk0
Learning 15x15 gomoku from zero!
deeplearning gomoku alphazero alphago-zero
Language:C++ 13
Simuschlatz / AlphaBing
♟️ A combination of Reinforcement Learning and Alpha-Beta Search in Chinese chess
deep-learning chess reinforcement-learning alpha-beta-pruning tensorflow keras python monte-carlo-tree-search alphago-zero alphazero policy-iteration q-learning
Language:Python 13
flixpar / AlphaTSP
AlphaGo inspired TSP Heuristic Solver
tsp alphago-zero alphazero traveling-salesman-problem combinatorial-optimization mcts alphago alphagozero travelling-salesman-problem tsp-heuristic
Language:Jupyter Notebook 12
MerceaOtniel / HybridAlpha
HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games
python othello gobang connect4 tictactoe mcts alpha-beta-pruning neural-networks alphago-zero alpha-zero greedy-algorithms resnet flexibility extensible deep-learning deep-reinforcement-learning machine-learning pytorch tensorflow keras
Language:Python 11
petosa / simple-alpha-zero
Clean, tested, & modular AlphaZero implementation with multiplayer support.
alphago-zero alphazero mcts monte-carlo-tree-search multiplayer pytorch
Language:Python 11
airaria / AlphaZero_Gomoku_WuZiQi
My implementation of AlphaZero for gomoku (Wu Zi Qi, 五子棋); Poorman's AlphaZero
alphago-zero alphazero gomuku mcts pytorch reinforcement-learning
Language:Python 10

alphago-zero

suragnair / alpha-zero-general

pytorch / ELF

junxiaosong / AlphaZero_Gomoku

Zeta36 / chess-alpha-zero

maxpumperla / deep_learning_and_the_game_of_go

mokemokechicken / reversi-alpha-zero

bupticybee / icyChessZero

yhyu13 / AlphaGOZero-python-tensorflow

dylandjian / SuperGo

Zeta36 / connect4-alpha-zero

CuriosAI / sai

Urinx / ReinforcementLearning

blanyal / alpha-zero

plkmo / AlphaZero_Connect4

GuoYi0 / alphaFive

Narsil / alphagozero

kobanium / TamaGo

xuzijian629 / combopt-zero

KelvinKarRoy / KKAlphaGoZero

kirarpit / connect4

michaelnny / alpha_zero

farmersrice / saltzero

witchu / alphazero

SergioIommi / DQN-2048

2Bear / othello-zero

cestpasphoto / alpha-zero-general

adepierre / Caffe_AlphaZero

yichen914 / MyAlphaGoZeroOnConnect4

yzhq97 / AlphaGomokuZero

kekmodel / gym-tictactoe-zero

fffasttime / Gmk0

Simuschlatz / AlphaBing

flixpar / AlphaTSP

MerceaOtniel / HybridAlpha

petosa / simple-alpha-zero

airaria / AlphaZero_Gomoku_WuZiQi