POMA-CMTS

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

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

Multi-Agent Reinforcement Learning with JAX

Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

Not only automatic, but also intelligent. An Intelligent data Visualization System, based on LLM.

? gym-cooking: Code for "Too many cooks: Bayesian inference for coordinating multi-agent collaboration", Winner of the CogSci 2020 Computational Modeling Prize in High Cognition, and a NeurIPS 2020 CoopAI Workshop Best Paper.

Lightweight multi-agent gridworld Gym environment

PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tuning, ad-hoc coordination, and more.

OpenMAS is an open source multi-agent simulator based in Matlab for the simulation of decentralized intelligent systems defined by arbitrary behaviours and dynamics.

This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.