ma-env Goto Github PK

awesome-rl-envs

brax

Massively parallel rigidbody physics simulation on accelerator hardware.

cityflow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

compilergym

A reinforcement learning toolkit for compiler optimizations

coordination

Learning to Coordinate Manipulation Skills via Skill Behavior Diversification (ICLR 2020)

deepmind_mas_enviroment

some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

football

Check out the new game server:

gym-cooking

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.

gym-games

A gym version of various games for reinforcenment learning.

gym-multigrid

Lightweight multi-agent gridworld Gym environment

gym-sokoban

Sokoban environment for OpenAI Gym

hummingbirds-unity-ml

lab2d

A customisable 2D platform for agent-based AI research

magical

The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)

meltingpot

metadrive

MetaDrive: Composing Diverse Scenarios for Generalizable Reinforcement Learning

metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

minatar

multiagent_mujoco

Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.

mushroom-rl

Python library for Reinforcement Learning.

neural-mmo

Neural MMO - A Massively Multiagent Environment for Artificial Intelligence Research

optimal-baseline-for-multi-agent-policy-gradients

overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

pettingzoo

Gym for multi-agent reinforcement learning

pic

PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning

pymarl2

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

smarts

Scalable Multi-Agent RL Training School for Autonomous Driving

warp-drive

x-magical

A robotics benchmark for cross-embodiment imitation.