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Alpha Zero General ⭐ 3,497

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Muzero General ⭐ 2,203

Deep_learning_and_the_game_of_go ⭐ 831

Code and other material for the book "Deep Learning and the Game of Go"

BetaGo: AlphaGo for the masses, live on GitHub.

Tetris_mcts ⭐ 309

MCTS project for Tetris

Minimalistic AlphaGoZero-like Engine

Supergo ⭐ 207

A student implementation of Alpha Go Zero

A reimplementation of AlphaGo in Go (specifically AlphaZero)

Scalphagozero ⭐ 139

An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)

Computer Go Dataset ⭐ 126

datasets for computer go

Alphago_demo ⭐ 115

This is the code for "How Does DeepMind's AlphaGo Zero Work?" Siraj Raval on Youtube

Alphago Zero Paper ⭐ 52

Alphago Zero Tictactoe Js ⭐ 34

A game framework based on AlphaZero/TensorFlow.js runs in browser to demonstrate tic-tac-toe AI game. Use a pre-trained model or train from scratch. Ported from suragnair/alpha-zero-general (Python)

Saltzero ⭐ 25

Machine learning bot for ultimate tic-tac-toe based on DeepMind's AlphaGo Zero paper. C++ and Python.

Alphazero_quoridor ⭐ 25

An AlphaZero implementation of game Quoridor

Alphagopolicynet ⭐ 12

Implementing the supervised learning policy networks of AlphaGo

Alpha Santorini ⭐ 8

Replicated the Alpha Go Zero paper but applied it to the game Santorini.

Othello Zero ⭐ 8

An implementation of the AlphaGo Zero and the AlphaZero algorithm for othello playing.

Hybridalpha ⭐ 7

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

Awesome Gobadukweiqi ⭐ 5

Awesome list for board game Go/Baduk/Weiqi

Ffxiv Crafting Mcts ⭐ 5

A simple program that applies AlphaGo Zero like self-play machine learning method to the crafting minigame in Final Fantasy XIV.

deep-learning agent inspired by alpha go

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