Cognitive-AI-Systems/pogema

A suite of test scenarios for multi-agent reinforcement learning.

An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

A set of communication oriented environments

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

Simple and easily configurable grid world environments for reinforcement learning

Multi-Agent Reinforcement Learning with JAX

Tactics2D: A Reinforcement Learning Environment Library with Generative Scenarios for Driving Decision-making

Implementation of Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Multi-objective multi-agent API and environments