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GitHub topics: alphago-zero
maxpumperla/deep_learning_and_the_game_of_go
Code and other material for the book "Deep Learning and the Game of Go"
Language: Python - Size: 313 MB - Last synced: 12 days ago - Pushed: over 1 year ago - Stars: 947 - Forks: 385
cestpasphoto/alpha-zero-general
A very fast implementation of AlphaZero, applied to games like Splendor, Santorini, The Little Prince, … Browser version available
Language: Python - Size: 643 MB - Last synced: 24 days ago - Pushed: 25 days ago - Stars: 25 - Forks: 8
pytorch/ELF 📦
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
Language: C++ - Size: 6.13 MB - Last synced: 27 days ago - Pushed: almost 5 years ago - Stars: 3,356 - Forks: 567
suragnair/alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Language: Jupyter Notebook - Size: 414 MB - Last synced: 27 days ago - Pushed: 27 days ago - Stars: 3,681 - Forks: 1,002
SethKitchen/AlphaHearthstoneZero Fork of HearthSim/SabberStone
Just another Hearthstone Simulator in C# .Net Core, with some A.I. approaches!
Language: C# - Size: 37.2 MB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 5 - Forks: 0
gooooloo/reversi-alpha-zero Fork of mokemokechicken/reversi-alpha-zero
Reversi reinforcement learning by AlphaGo Zero methods.
Language: Python - Size: 721 KB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 4 - Forks: 0
Zeta36/chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
Language: Jupyter Notebook - Size: 120 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 2,092 - Forks: 480
kobanium/TamaGo
Computer go engine using Monte-Carlo Tree Search written in Python3.
Language: Python - Size: 1.86 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 49 - Forks: 10
yffbit/gomoku
Gomoku AI based on AlphaGo Zero algorithm
Language: C++ - Size: 18.6 KB - Last synced: about 2 months ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 3
yangboz/DeepReinforcementLearning Fork of AppliedDataSciencePartners/DeepReinforcementLearning
A replica of the AlphaZero methodology for deep reinforcement learning in Python
Language: Jupyter Notebook - Size: 2.61 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0
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)
Language: Python - Size: 185 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 341 - Forks: 113
junxiaosong/AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Language: Python - Size: 7.88 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 3,158 - Forks: 946
mokemokechicken/reversi-alpha-zero
Reversi reinforcement learning by AlphaGo Zero methods.
Language: Python - Size: 1.22 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 669 - Forks: 168
thyeem/marizero
Experimental Crunchy AI player based on the AlphaGo-Zero algorithm.
Language: Python - Size: 11.9 MB - Last synced: 3 months ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0
michaelnny/alpha_zero
A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games
Language: Python - Size: 325 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 23 - Forks: 7
Narsil/alphagozero
Unofficial attempt to rebuild AlphaGo Zero
Language: Python - Size: 109 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 57 - Forks: 16
techeng322/alphagozero
Unofficial attempt to rebuild AlphaGo Zero
Language: Python - Size: 115 KB - Last synced: 5 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0
Urinx/ReinforcementLearning
Reinforcing Your Learning of Reinforcement Learning
Language: Python - Size: 118 MB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 84 - Forks: 21
witchu/alphazero
Board Game Reinforcement Learning using AlphaZero method. including Makhos (Thai Checkers), Reversi, Connect Four, Tic-tac-toe game rules
Language: Python - Size: 8.24 MB - Last synced: 6 months ago - Pushed: about 6 years ago - Stars: 25 - Forks: 9
novoselov-ab/ai-zero
Implementation of an AlphaGo Zero paper in one C++ header file without any dependencies
Language: C++ - Size: 11.5 MB - Last synced: 6 months ago - Pushed: about 6 years ago - Stars: 5 - Forks: 4
MerceaOtniel/HybridAlpha
HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games
Language: Python - Size: 192 MB - Last synced: 6 months ago - Pushed: about 4 years ago - Stars: 10 - Forks: 4
bupticybee/icyChessZero
中国象棋alpha zero程序
Language: Jupyter Notebook - Size: 23.5 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 348 - Forks: 73
CuriosAI/sai Fork of leela-zero/leela-zero
SAI: a fork of Leela Zero with variable komi.
Language: C++ - Size: 4.65 MB - Last synced: 7 months ago - Pushed: 8 months ago - Stars: 102 - Forks: 12
Zeta36/connect4-alpha-zero
Connect4 reinforcement learning by AlphaGo Zero methods.
Language: Python - Size: 10.6 MB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 108 - Forks: 38
dylandjian/SuperGo
A student implementation of Alpha Go Zero
Language: Python - Size: 113 KB - Last synced: 8 months ago - Pushed: almost 6 years ago - Stars: 275 - Forks: 63
evolutionsoftswiss/alpha-zero-learning
Java based alpha zero reinforcement learning. The generic base module allows implementation of any adversary board game. Example implementation for Tic Tac Toe.
Language: Java - Size: 54.3 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 4 - Forks: 2
adamtupper/alphablooms
A Blooms implementation for the AlphaZero General library.
Language: Jupyter Notebook - Size: 555 KB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0
2Bear/othello-zero
An implementation of the AlphaGo Zero and the AlphaZero algorithm for othello playing.
Language: Python - Size: 3.88 MB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 18 - Forks: 3
SergioIommi/DQN-2048
Deep Reinforcement Learning to Play 2048 (with Keras)
Language: Python - Size: 20.6 MB - Last synced: 9 months ago - Pushed: almost 6 years ago - Stars: 17 - Forks: 3
Yangyangii/AlphaZero-connect6 Fork of reinforcement-learning-kr/alpha_omok
DeepMind AlphaZero for Connect 6
Language: Python - Size: 81.1 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 2
haodong2000/alphacc_zero
AlphaCC Zero: A Decision-Making Algorithm in Reinforcement Learning for Chinese Chess (SRTP)
Language: Python - Size: 653 KB - Last synced: about 2 months ago - Pushed: 11 months ago - Stars: 9 - Forks: 2
Simuschlatz/AlphaBing
♟️ A combination of Reinforcement Learning and Alpha-Beta Search in Chinese chess
Language: Python - Size: 160 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 12 - Forks: 1
chihangs/slap
Switchable Lightweight Anti-symmetric Processing (SLAP) with CNN - Application in Gomoku Reinforcement Learning
Language: Python - Size: 32 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0
lrenc/AlphaMiao
:smirk_cat: AlphaZero Gomoku
Language: JavaScript - Size: 3.12 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0
PeeteKeesel/sokoban-ai
:evergreen_tree: Teaching an AI to solve Sokoban using AlphaGo-Zero style RL & Single-Player MCTS.
Language: Python - Size: 3.6 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
adepierre/Caffe_AlphaZero
Implementation of Deepmind's AlphaZero algorithm with Caffe and C++
Language: C++ - Size: 1.02 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 18 - Forks: 9
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。
Language: Python - Size: 64.9 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 16 - Forks: 6
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.
Language: Python - Size: 124 KB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 78 - Forks: 24
davinwang/C2TutorialsGo
This is a tutorial written for Caffe2 which mocks google AlphaGo Fan and AlphaGo Zero.
Language: Jupyter Notebook - Size: 1.88 MB - Last synced: 2 months ago - Pushed: over 5 years ago - Stars: 8 - Forks: 3
water-vapor/AlphaZero
A replication of Alpha(Go) Zero.
Language: Python - Size: 748 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 2
plkmo/AlphaZero_Connect4
PyTorch implementation of AlphaZero Connect from scratch (with results)
Language: Python - Size: 39 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 74 - Forks: 36
anudeep22003/alpha-go-zero
Personal implementation of deep learning algorithms in the RL space to learn.
Language: Python - Size: 122 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
pie972/Adversarial-Search
Research Paper about adversarial search
Language: Python - Size: 1.7 MB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 1
ChenDarYen/gobang_drl
A gobang AI model base on AlphaGo Zero's algorithm. Combine DRL with MCTS. The model is designed and trained in Pytorch and be used in C++(QT).
Language: C++ - Size: 56.5 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0
BIGBALLON/Toward-AGZ
Materials for AlphaGo
Size: 2.93 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0
kekmodel/gym-tictactoe-zero
Tic Tac Toe with Alpha Zero method - My first work
Language: Python - Size: 50.3 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 13 - Forks: 5
xuzijian629/combopt-zero
A reinforcement learning based solver for combinatorial problems
Language: C++ - Size: 1.55 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 36 - Forks: 9
kekmodel/mcts-omok
Omok using MCTS (UCT, PUCT)
Language: Python - Size: 251 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 1 - Forks: 1
petosa/simple-alpha-zero
Clean, tested, & modular AlphaZero implementation with multiplayer support.
Language: Python - Size: 133 MB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 7 - Forks: 2
fffasttime/Gmk0
Learning 15x15 gomoku from zero!
Language: C++ - Size: 1.54 MB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 12 - Forks: 6
neoyung/connect-4
A reinforcement learning agent trained without prior human knowledge
Language: Jupyter Notebook - Size: 1.25 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 3
RubenBranco/SokobanAlphaGo
AlphaGo Zero Reinforcement Learning Sokoban Solver
Language: Python - Size: 23.4 KB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 8 - Forks: 3
flixpar/AlphaTSP
AlphaGo inspired TSP Heuristic Solver
Language: Jupyter Notebook - Size: 1010 KB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 11 - Forks: 4
ankursharma-iitd/AlphaZero-for-Go
Implementation of Alpha Go Zero - Reinforcement Learning Project, COL870 @iit-delhi
Language: Python - Size: 513 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1
kirarpit/connect4
Solving board games like Connect4 using Deep Reinforcement Learning
Language: Python - Size: 497 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 33 - Forks: 3
Jhyeok-lee/alphago
Apply AlphagoZero Algorithms to Gomoku
Language: Python - Size: 1.04 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 4 - Forks: 1
tkhkaeio/AlphaZero
I researched and explained AlphaGo/AlphaGo Zero papers, which had beaten the world the game of Go champion in 2016, 2017. Especially, I applied Alpha Zero algorithm to Othello to catch the whole idea.
Language: Python - Size: 8.55 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 5 - Forks: 0
navreeetkaur/AlphaGoZero
Implementation of Alpha Go Zero - Reinforcement Learning Project, COL870 @iit-delhi
Language: Python - Size: 341 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 3 - Forks: 0
kinwo/deeprl-tennis-competition
Learning to play tennis from scratch with AlphaGo Zero style self-play using DDPG
Language: HTML - Size: 1.55 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 4 - Forks: 0
TTitcombe/AlphaDraughts
A PyTorch implementation of AlphaGo Zero applied to Draughts
Language: Python - Size: 49.8 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 3 - Forks: 2
airaria/AlphaZero_Gomoku_WuZiQi
My implementation of AlphaZero for gomoku (Wu Zi Qi, 五子棋); Poorman's AlphaZero
Language: Python - Size: 10 MB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 9 - Forks: 0
sharpobject/spender
It's splendor
Language: Lua - Size: 71.3 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 4 - Forks: 0
zhixiangli/alphagomoku-zero
An implementation by AlphaZero algorithm for Gomoku (Gobang / Five Chess)
Language: Python - Size: 23.4 KB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 5 - Forks: 3
mariochampion/DeepReinforcementLearning Fork of AppliedDataSciencePartners/DeepReinforcementLearning
A replica of the AlphaZero methodology for deep reinforcement learning in Python
Language: Jupyter Notebook - Size: 2.77 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0
