facebookresearch / BenchMARL
A collection of MARL benchmarks based on TorchRL
☆383Updated this week
Alternatives and similar repositories for BenchMARL:
Users that are interested in BenchMARL are comparing it to the libraries listed below
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆589Updated 6 months ago
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆409Updated 2 weeks ago
- ☆241Updated last year
- Official implementation of HARL algorithms based on PyTorch.☆649Updated last month
- ☆394Updated last year
- Multi-Agent Reinforcement Learning with JAX☆559Updated last week
- Multi-objective Gymnasium environments for reinforcement learning☆314Updated last month
- Level-based Foraging (LBF): A multi-agent environment for RL☆178Updated 7 months ago
- An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments☆274Updated last month
- Official code repo for the MARL book (www.marl-book.com)☆474Updated 2 weeks ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆466Updated last year
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark☆443Updated last month
- The repository is for safe reinforcement learning baselines.☆621Updated 2 months ago
- Datasets with baselines for offline multi-agent reinforcement learning.☆162Updated last week
- Multi-Objective Reinforcement Learning algorithms implementations.☆368Updated 4 months ago
- ☆200Updated last year
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆347Updated 2 years ago
- Multi-Agent Reinforcement Learning (MARL) papers☆251Updated 2 years ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆376Updated this week
- Implementation of Dreamer v3 in pytorch.☆536Updated 6 months ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆316Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers with code☆357Updated 2 years ago
- ☆222Updated 4 months ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆731Updated 2 years ago
- A collection of multi agent environments based on OpenAI gym.☆598Updated 9 months ago
- Online Decision Transformer☆258Updated last year
- PyTorch implementation of Soft Actor-Critic (SAC)☆538Updated 3 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆699Updated 2 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆315Updated 7 months ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,032Updated 4 months ago