Xyfcw's repositories
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)
awesome-game-ai
Awesome Game AI materials of Multi-Agent Reinforcement Learning
ChineseChess-AlphaZero
Implement AlphaZero/AlphaGo Zero methods on Chinese chess.
decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
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.
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
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.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
reversi-alpha-zero
Reversi reinforcement learning by AlphaGo Zero methods.
rlcard
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
RLChina
RL and Paper
spinningup
An educational resource to help anyone learn deep reinforcement learning.
Stockfish
UCI chess engine
TexasHoldemSolverJava
A Java implemented Texas holdem and short deck Solver