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alpha-zero-general

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

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

alphazero_gomoku_mpi

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

alphazero_sc2

awesome-game-ai

Awesome Game AI materials of Multi-Agent Reinforcement Learning

chinese-chess-ai

A Chinese Chess program and a AI based on Monte Carlo Tree Search and Neural Network（like AlphaGo）一个**象棋程序和一个配套的基于蒙特卡洛算法及神经网络的人工智能（模仿阿尔法狗）

chinesechess-alphazero

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

counterfactual-regret-minimization

Counterfactual regret minimization algorithm for Kuhn poker

dark-chinese-chess

jie

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

doudizhu

douzero

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

gobigger-challenge-2021

Basic code and description for GoBigger challenge 2021.

gobigger-explore

gym-xiangqi

This repo sets up the environment to play Xiang Qi (chinese chess) following the OpenAI Gym framework.

hands-on-rl

https://hrl.boyuai.com/

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

jieqi

A Jieqi AI #揭棋AI

jieqimcts

matrix_derivatives

This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.

mychess

揭棋pygame

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

polygames

The project is a platform of zero learning with a library of games.

rebel

An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.

regret-matching

Simple implementation of regret matching algorithm for RPS nash equilibrium computation via self-play

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction