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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

alphahydrogen

AlphaHydrogen is an open source OpenAI Gym environment that simulates the energy system of a residential community with distributed renewable power supply, fuel-cell vehicles, hydrogen stations, and power grid.

ben

a game engine for bridge

closeaircombat

An environment based on JSBSIM aimed at one-to-one close air combat.

deepnash

An attempt at implementing DeepNash

diff4rlsurvey

This repository contains a collection of resources and papers on Diffusion Models for RL, accompanying the paper "Diffusion Models for Reinforcement Learning: A Survey"

dipo

diverse_psro

dmpo-vanilla

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

gym-marl-reconnaissance

Gym environment for cooperative multi-agent reinforcement learning in heterogeneous robot teams

lmdeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

machine-learning

malib

A parallel framework for population-based multi-agent reinforcement learning.

mapdn

This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).

nac

NeurIPS-2021: Neural Auto-Curricula in Two-Player Zero-Sum Games.

nash-dqn

Official code of Nash-DQN for paper: Nash-DQN algorithm for two-player zero-sum Markov games, details see our paper: A Deep Reinforcement Learning Approach for Finding Non-Exploitable Strategies in Two-Player Atari Games. Zihan Ding, Dijia Su, Qinghua Liu, Chi Jin

nxdo

Deep RL Code for XDO: A Double Oracle Algorithm for Extensive-Form Games

online-dt

Online Decision Transformer

open_spiel

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

pgsim

PGSIM Simulator

pgx

🎲 Vectorized RL game environments in JAX

pipeline-psro

Official Code Release for Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games

poker-bot

An OpenAI gym environment and RL agent for Texas hold 'em Poker

powergridworld

PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym environments that readily integrate with existing training frameworks for reinforcement learning (RL). https://arxiv.org/abs/2111.05969

psro_bd_rd

Code for Towards Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games

rl-mpc

rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

scienceplots

Matplotlib styles for scientific plotting

stratego_env

Multi-Agent RL Environment for the Stratego Board Game (and variants)