alphago-zero

There are 30 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 4003
junxiaosong / AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
alphago alphago-zero alphazero board-game gobang gomoku mcts monte-carlo-tree-search pytorch reinforcement-learning rl self-learning tensorflow
Language:Python 3396
pytorch / ELF
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
alpha-zero alphago-zero go reinforcement-learning rl rl-environment
Language:C++ 3380
Zeta36 / chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
alphago-zero chess keras reinforcement-learning tensorflow
Language:Jupyter Notebook 2144
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 998
mokemokechicken / reversi-alpha-zero
Reversi reinforcement learning by AlphaGo Zero methods.
alphago-zero deeplearning keras machine-learning reinforcement-learning reversi tensorflow
Language:Python 677
bupticybee / icyChessZero
**象棋alpha zero程序
alphago-zero alphago chinese-chess reinforcement-learning chinese tensorlfow
Language:Jupyter Notebook 390
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 340
dylandjian / SuperGo
A student implementation of Alpha Go Zero
alphago alphago-zero machine-learning mcts python3 pytorch reinforcement-learning
Language:Python 280
Zeta36 / connect4-alpha-zero
Connect4 reinforcement learning by AlphaGo Zero methods.
alphago-zero connect4 keras reinforcement-learning tensorflow
Language:Python 113
CuriosAI / sai
SAI: a fork of Leela Zero with variable komi.
alphago-zero leela-zero neural-network
Language:C++ 106
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 100
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 90
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 88
plkmo / AlphaZero_Connect4
PyTorch implementation of AlphaZero Connect from scratch (with results)
alphazero reinforcement-learning alphago-zero
Language:Python 80
GuoYi0 / alphaFive
alphaGo版本的五子棋(gobang, gomoku)
alphago alphago-zero alphazero gomoku reinforcement-learning tensorflow gobang
Language:Python 67
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 61
Narsil / alphagozero
Unofficial attempt to rebuild AlphaGo Zero
alphago-zero keras tensorflow
Language:Python 56
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 45
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++ 42
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 34
witchu / alphazero
Board Game Reinforcement Learning using AlphaZero method. including Makhos (Thai Checkers), Reversi, Connect Four, Tic-tac-toe game rules
alphazero alphago-zero reinforcement-learning keras tensorflow checkers connect-four reversi othello draughts tic-tac-toe
Language:Python 29
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 26
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++ 25
2Bear / othello-zero
An implementation of the AlphaGo Zero and the AlphaZero algorithm for othello playing.
alphago-zero alphazero deep-learning othello-ai reinforcement-learning reversi-ai tensorflow
Language:Python 21
adepierre / Caffe_AlphaZero
Implementation of Deepmind's AlphaZero algorithm with Caffe and C++
alphago-zero alphazero caffe cpp deep-learning mcts reinforcement-learning
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。
reinforcement-learning alphazero alphago-zero gomoku
Language:Python 17
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 16
petosa / simple-alpha-zero
Clean, tested, & modular AlphaZero implementation with multiplayer support.
alphazero mcts multiplayer pytorch alphago-zero monte-carlo-tree-search
Language:Python 15
fffasttime / Gmk0
Learning 15x15 gomoku from zero!
deeplearning gomoku alphazero alphago-zero
Language:C++ 14
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 14
Simuschlatz / AlphaBing
♟️ Xiangqi Engine and Alpha Zero Engine
alpha-beta-pruning alphago-zero alphazero chess deep-learning keras monte-carlo-tree-search policy-iteration python q-learning reinforcement-learning tensorflow
Language:Python 13
RubenBranco / SokobanAlphaGo
AlphaGo Zero Reinforcement Learning Sokoban Solver
pytorch alphago-zero sokoban-game sokoban sokoban-solver reinforcement-learning monte-carlo-tree-search
Language:Python 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

alphago-zero

suragnair / alpha-zero-general

junxiaosong / AlphaZero_Gomoku

pytorch / ELF

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

michaelnny / alpha_zero

Urinx / ReinforcementLearning

blanyal / alpha-zero

plkmo / AlphaZero_Connect4

GuoYi0 / alphaFive

kobanium / TamaGo

Narsil / alphagozero

cestpasphoto / alpha-zero-general

xuzijian629 / combopt-zero

KelvinKarRoy / KKAlphaGoZero

kirarpit / connect4

witchu / alphazero

SergioIommi / DQN-2048

farmersrice / saltzero

2Bear / othello-zero

adepierre / Caffe_AlphaZero

yichen914 / MyAlphaGoZeroOnConnect4

yzhq97 / AlphaGomokuZero

kekmodel / gym-tictactoe-zero

petosa / simple-alpha-zero

fffasttime / Gmk0

flixpar / AlphaTSP

Simuschlatz / AlphaBing

RubenBranco / SokobanAlphaGo

MerceaOtniel / HybridAlpha