alpha-zero

There are 8 repositories under alpha-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
tensorflow pytorch keras gobang gomoku alpha-zero alphago-zero alphago reinforcement-learning self-play mcts monte-carlo-tree-search othello tf deep-learning alphazero neural-network
Language:Jupyter Notebook 3761
pytorch / ELF
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
reinforcement-learning alphago-zero rl rl-environment alpha-zero go
Language:C++ 3358
huangeddie / GymGo
An environment of the board game Go using OpenAI's Gym API
go alpha-go alpha-zero mu-zero open-ai open-ai-gym reinforcement-learning
Language:Python 163
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 86
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
tejank10 / AlphaGo.jl
AlphaGo Zero implementation using Flux.jl
alphago flux julia go reinforcement-learning alpha-zero
Language:Julia 73
utttai
ar-nowaczynski / utttai
AlphaZero-like AI solution for playing Ultimate Tic-Tac-Toe in the browser
ai alpha-zero ultimate-tic-tac-toe browser onnxruntime
Language:JavaScript 53
sirmammingtonham / alphastone
Using self-play, MCTS, and a deep neural network to create a hearthstone ai player
alpha-zero self-play monte-carlo-tree-search ismcts deep-learning deep-reinforcement-learning pytorch hearthstone ai
Language:Python 29
kongjiellx / AlphaZero-Renju
alphago alpha-zero bazel alphazero tensorflow pygame
Language:C++ 19
AIRLegend / ChessRL
Deep Reinforcement Learning for Chess
reinforcement-learning chess alpha-zero chess-engine deep-learning neural-network
Language:Python 17
peldszus / alpha-zero-general-lib
An implementation of the AlphaZero algorithm for adversarial games to be used with the machine learning framework of your choice
alphazero alpha-zero reinforcement-learning self-play mcts monte-carlo-tree-search othello ray
Language:Python 12
yangrc1234 / Gomoku-Zero
A gomoku AI based on Alpha Zero paper.
gomoku alpha-zero monte-carlo-tree-search ai
Language:Python 12
MerceaOtniel / HybridAlpha
HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games
alpha-beta-pruning alpha-zero alphago-zero connect4 deep-learning deep-reinforcement-learning extensible flexibility gobang greedy-algorithms keras machine-learning mcts neural-networks othello python pytorch resnet tensorflow tictactoe
Language:Python 11
PlanetMoon / TwelveShogi_AlphaZero
A simplified version of Shogi with the AI is trained by alpha-zero-type training method
deepmind shogi alpha-zero reinforcement-learning
Language:Python 8
0xNineteen / hyper-alpha-zero
hyper optimized alpha zero implementation to play gomoku (distributed training with ray, mcts with cython)
alpha-go alpha-zero cpp cython mcts monte-carlo-tree-search deepmind multi-core python ray
Language:Python 7
mathemage / AlphaZero-presentation
presentation on AlphaZero for AI seminar (http://ktiml.mff.cuni.cz/~bartak/ui_seminar/)
alpha-zero deep-learning reinforcement-learning self-playing artificial-intelligence game-ai
Language:TeX 7
JernejHabjan / TrumpDefense2020
Visual representation of RTS game, supported by deep reinforcement learning algorithm Alpha Zero written in python.
game game-development monte-carlo-tree-search rts-game real-time-strategy artificial-intelligence alpha-zero reinforcement-learning deep-learning neural-network unreal-engine-4
Language:C++ 6
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.
alpha-zero alphazero alphago-zero alphagozero reinforcement-learning deeplearning4j tic-tac-toe connect-four monte-carlo-tree-search mcts self-learning alphago
Language:Java 4
jianzhnie / RLZero
A clean and easy implementation of MuZero, AlphaZero and Self-Play reinforcement learning algorithms for any game.
alpha-zero mcts muzero reinforcement-learning self-play multi-agent
Language:Python 4
sharpobject / spender
It's splendor
splendor alphago-zero alpha-zero
Language:Lua 4
anthonykrivonos / pokemon-ai
Pokémon battle simulator that uses the technique proposed in AlphaZero to beat the opponent.
pokemon ai machine learning ml artificial-intelligence alpha-zero pokemon-ai reinforcement-learning
Language:Python 3
Augustusmyc / Alpha-Zero-implemented-through-Libtorch
Alpha Zero Implemented through Libtorch/pytorch
alpha-zero deep-reinforcement-learning
Language:C++ 3
Es1chUbJyan9 / Othello_LTBeL
A AlphaZero implementation for Othello 10x10 / Reversi using C++
alphazero alpha-zero deepmind reversi othello resnet machine-learning deep-learning game self-play mcts reinforcement-learning tensorflow alphago-zero cpp
Language:C++ 3
FrankCCCCC / DL_DB_Quick_Note
A collection of papers & notes in deep learning and database.
deep-learning deep-neural-networks deep-reinforcement-learning lottery-hypothesis alpha-zero ntk
Language:HTML 3
AcrylicShrimp / omok-ai
Omok(Gomoku) AI
alpha-zero deep-learning gomoku gomoku-ai omok reinforcement-learning
Language:Rust 2
chuhanuman / Ultimate-Tic-Tac-Toe
Ultimate Tic Tac Toe windows application using AI based on Alpha Zero
alpha-zero neural-network alphazero libtorch
Language:C++ 2
ghnjk / gomoku-ai
deep learning demo
gomoku five-chess alpha-zero reinforcement-learning
Language:Python 2
huangeddie / GoJAX
The board game Go implemented in JAX for fast game processing and machine learning training.
alpha-go alpha-zero go mu-zero reinforcement-learning
Language:Python 2
keeeal / alpha-ut3
AlphaZero for ultimate tic-tac-toe.
alphazero alpha-zero reinforcement-learning self-play monte-carlo-tree-search mcts deep-learning artificial-intelligence neural-network ultimate-tic-tac-toe pytorch
Language:Python 2
kekmodel / mcts-omok
Omok using MCTS (UCT, PUCT)
alpha-zero alphago alphago-zero gomoku mcts monte-carlo omok puct uct
Language:Python 2
beingofexistence13 / ai-assembly
꧁༺ 𝓪𝓲-𝓪𝓼𝓼𝓮𝓶𝓫𝓵𝔂 ༻꧂ is an open-source project aimed at solving AI-related problems. It ensures cross-platform compatibility, efficient performance, easy integration, robust error handling, and strong community support. Join us in revolutionizing AI development! 😄🎈🎊
alpha-zero bard chat-gpt4 lambda bloom gato parti
1
davidschulte / alpha-thesis
Reinforcement Learning applied to 3-Player Chinese Checkers
reinforcement-learning machine-learning alpha-zero
Language:Python 1
FinnymPargarut / AlphaZeroClone
Using reinforcement learning with Alpha Zero on chess
alpha-zero alphazero deep-learning monte-carlo-tree-search neural-network reinforcement-learning deep-neural-networks
Language:Python 1
zhjngli / board-game-ml
reinforcement learning applied to simple board games
alpha-zero boardgames deep-q-learning machine-learning monte-carlo-learning reinforcement-learning
Language:Python 1
zxhero / Gomoku-AI
AI homework, python, lasagne, theano
alpha-zero gomoku-game python
Language:Python 1
AcrylicShrimp / alpha-zero
libtorch based fast alpha-zero implementation
alpha-zero deep-learning libtorch pytorch reinforcement-learning
Language:Rust

alpha-zero

suragnair / alpha-zero-general

pytorch / ELF

huangeddie / GymGo

blanyal / alpha-zero

richemslie / galvanise_zero

tejank10 / AlphaGo.jl

ar-nowaczynski / utttai

sirmammingtonham / alphastone

kongjiellx / AlphaZero-Renju

AIRLegend / ChessRL

peldszus / alpha-zero-general-lib

yangrc1234 / Gomoku-Zero

MerceaOtniel / HybridAlpha

PlanetMoon / TwelveShogi_AlphaZero

0xNineteen / hyper-alpha-zero

mathemage / AlphaZero-presentation

JernejHabjan / TrumpDefense2020

evolutionsoftswiss / alpha-zero-learning

jianzhnie / RLZero

sharpobject / spender

anthonykrivonos / pokemon-ai

Augustusmyc / Alpha-Zero-implemented-through-Libtorch

Es1chUbJyan9 / Othello_LTBeL

FrankCCCCC / DL_DB_Quick_Note

AcrylicShrimp / omok-ai

chuhanuman / Ultimate-Tic-Tac-Toe

ghnjk / gomoku-ai

huangeddie / GoJAX

keeeal / alpha-ut3

kekmodel / mcts-omok

beingofexistence13 / ai-assembly

davidschulte / alpha-thesis

FinnymPargarut / AlphaZeroClone

zhjngli / board-game-ml

zxhero / Gomoku-AI

AcrylicShrimp / alpha-zero