Farama-Foundation / MAgent2
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
☆257Updated last week
Alternatives and similar repositories for MAgent2:
Users that are interested in MAgent2 are comparing it to the libraries listed below
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆370Updated this week
- Multi-objective Gymnasium environments for reinforcement learning☆302Updated last month
- ☆231Updated 11 months ago
- A collection of MARL benchmarks based on TorchRL☆330Updated this week
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆550Updated 4 months ago
- Multi-Agent Reinforcement Learning with JAX☆487Updated this week
- Level-based Foraging (LBF): A multi-agent environment for RL☆169Updated 4 months ago
- Datasets with baselines for offline multi-agent reinforcement learning.☆160Updated last week
- A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)☆237Updated 6 months ago
- Multi-Objective Reinforcement Learning algorithms implementations.☆339Updated last month
- An engine to create high performance multi-agent grid world environments with hundreds or thousands of agents, along with a set of refere…☆190Updated 2 years ago
- ☆211Updated 2 months ago
- A collection of multi agent environments based on OpenAI gym.☆585Updated 6 months ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆341Updated last year
- Lightweight multi-agent gridworld Gym environment☆201Updated last year
- Benchmarks for Multi-Objective Multi-Agent Decision Making☆78Updated 3 months ago
- A suite of test scenarios for multi-agent reinforcement learning.☆644Updated 3 weeks ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆335Updated 3 weeks ago
- Official code repo for the MARL book (www.marl-book.com)☆434Updated last month
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆764Updated this week
- ☆364Updated last year
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆152Updated 6 months ago
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆381Updated this week
- Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.☆401Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers with code☆330Updated 2 years ago
- ☆191Updated last year
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆336Updated 4 months ago
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark☆416Updated 8 months ago
- A parallel framework for population-based multi-agent reinforcement learning.☆513Updated last year
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆157Updated 9 months ago