sub-catan

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

A minimalist environment for decision-making in autonomous driving

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

An curated compilation of research papers spanning Deep Learning, Machine Learning, Reinforcement Learning, and Robotics that I have personally read and highly recommend

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

Reinforcement Learning environments based on the 1993 game Doom :godmode:

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.