alpha-zero | Topic | Ecosyste.ms: Repos

Topic: "alpha-zero"

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 at: 14 days ago - Pushed at: 4 months ago - Stars: 4,113 - Forks: 1,087

pytorch/ELF 📦

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

Language: C++ - Size: 6.13 MB - Last synced at: 2 days ago - Pushed at: almost 6 years ago - Stars: 3,387 - Forks: 568

huangeddie/GymGo

An environment of the board game Go using OpenAI's Gym API

Language: Python - Size: 501 KB - Last synced at: 9 months ago - Pushed at: about 3 years ago - Stars: 163 - Forks: 31

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 at: 30 days ago - Pushed at: about 7 years ago - Stars: 88 - Forks: 28

richemslie/galvanise_zero

Learning from zero (mostly based off of AlphaZero) in General Game Playing.

Language: Python - Size: 6.21 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 76 - Forks: 9

tejank10/AlphaGo.jl

AlphaGo Zero implementation using Flux.jl

Language: Julia - Size: 92.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 72 - Forks: 14

arnowaczynski/utttai

AlphaZero-like AI solution for playing Ultimate Tic-Tac-Toe in the browser

Language: JavaScript - Size: 370 KB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 63 - Forks: 8

sirmammingtonham/alphastone

Using self-play, MCTS, and a deep neural network to create a hearthstone ai player

Language: Python - Size: 16.5 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 24 - Forks: 7

AIRLegend/ChessRL

Deep Reinforcement Learning for Chess

Language: Python - Size: 500 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 3

kongjiellx/AlphaZero-Renju

Language: C++ - Size: 8.68 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 5

jianzhnie/RLZero

A clean and easy implementation of MuZero, AlphaZero and Self-Play reinforcement learning algorithms for any game.

Language: Python - Size: 384 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 14 - Forks: 0

yangrc1234/Gomoku-Zero

A gomoku AI based on Alpha Zero paper.

Language: Python - Size: 1.75 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 2

MerceaOtniel/HybridAlpha

HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games

Language: Python - Size: 192 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 10 - Forks: 4

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

Language: Python - Size: 154 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 1

0xNineteen/hyper-alpha-zero

hyper optimized alpha zero implementation to play gomoku (distributed training with ray, mcts with cython)

Language: Python - Size: 864 KB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

mathemage/AlphaZero-presentation

presentation on AlphaZero for AI seminar (http://ktiml.mff.cuni.cz/~bartak/ui_seminar/)

Language: TeX - Size: 26.5 MB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 2

JernejHabjan/TrumpDefense2020

Visual representation of RTS game, supported by deep reinforcement learning algorithm Alpha Zero written in python.

Language: C++ - Size: 1.88 GB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2

sharpobject/spender

It's splendor

Language: Lua - Size: 71.3 KB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 0

anthonykrivonos/pokemon-ai

Pokémon battle simulator that uses the technique proposed in AlphaZero to beat the opponent.

Language: Python - Size: 171 KB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 2

davidschulte/alpha-thesis

Reinforcement Learning applied to 3-Player Chinese Checkers

Language: Python - Size: 230 MB - Last synced at: about 4 hours ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

zhjngli/board-game-ml

reinforcement learning applied to simple board games

Language: Python - Size: 10.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

chuhanuman/Ultimate-Tic-Tac-Toe

Ultimate Tic Tac Toe windows application using AI based on Alpha Zero

Language: C++ - Size: 214 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

AcrylicShrimp/omok-ai

Omok(Gomoku) AI

Language: Rust - Size: 820 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

huangeddie/GoJAX

The board game Go implemented in JAX for fast game processing and machine learning training.

Language: Python - Size: 166 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

keeeal/alpha-ut3

AlphaZero for ultimate tic-tac-toe.

Language: Python - Size: 1000 KB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

ghnjk/gomoku-ai

deep learning demo

Language: Python - Size: 55.1 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 1

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! 😄🎈🎊

Size: 3.91 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0