awesome-game-ai
Active·★ 964·Updated 2024-06-26
★ Trending
Awesome Game AI materials of Multi-Agent Reinforcement Learning
This repository is a curated list of resources for game AI, specifically focusing on multi-agent learning in both perfect and imperfect information games. It includes open-source projects, research papers, conferences, and competitions for various popular games.
#Game AI#Multi-Agent RL#Reinforcement Learning#Deep Learning#Game Theory
01
Features
01Curated list of multi-agent game AI resources.
02Coverage of perfect and imperfect information games.
03Links to open-source projects for various games (e.g., Chess, Go, Poker).
04Collection of seminal research papers categorized by game.
05Directory of relevant conferences, workshops, and competitions.
02
Compatibility
RLCard
Supported Toolkit
Verified via docs
OpenSpiel
Supported Framework
Verified via docs
Unity ML-Agents Toolkit
Supported Toolkit
Verified via docs
Alpha Zero General
Supported Implementation
Verified via docs
03
Use cases
↳Researchers exploring multi-agent reinforcement learning and game theory applications.
↳Developers seeking open-source game AI projects or toolkits for implementation.
↳Academics and students studying advanced game AI concepts and historical breakthroughs.
04
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