Alternatives and similar repositories for BenchMARL

Users that are interested in BenchMARL are comparing it to the libraries listed below

• uoe-agents / epymarl
  An extension of the PyMARL codebase that includes additional algorithms and environment support
  ☆671Updated last year
• proroklab / VectorizedMultiAgentSimulator
  VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …
  ☆509Updated 2 months ago
• oxwhirl / smacv2
  ☆282Updated last year
• LucasAlegre / morl-baselines
  Multi-Objective Reinforcement Learning algorithms implementations.
  ☆480Updated last week
• Farama-Foundation / MO-Gymnasium
  Multi-objective Gymnasium environments for reinforcement learning
  ☆363Updated 3 weeks ago
• FLAIROx / JaxMARL
  Multi-Agent Reinforcement Learning with JAX
  ☆717Updated 3 weeks ago
• marl-book / codebase
  Official code repo for the MARL book (www.marl-book.com)
  ☆588Updated 9 months ago
• PKU-MARL / Multi-Agent-Transformer
  ☆471Updated 2 years ago
• instadeepai / og-marl
  Datasets with baselines for Offline MARL.
  ☆198Updated 2 months ago
• Farama-Foundation / MAgent2
  An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
  ☆319Updated 2 months ago
• PKU-Alignment / safety-gymnasium
  NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark
  ☆534Updated last month
• PKU-MARL / HARL
  Official implementation of HARL algorithms based on PyTorch.
  ☆847Updated 8 months ago
• chauncygu / Safe-Reinforcement-Learning-Baselines
  The repository is for safe reinforcement learning baselines.
  ☆752Updated 2 months ago
• semitable / lb-foraging
  Level-based Foraging (LBF): A multi-agent environment for RL
  ☆200Updated last year
• yihaosun1124 / OfflineRL-Kit
  An elegant PyTorch offline reinforcement learning library for researchers.
  ☆382Updated 6 months ago
• Farama-Foundation / Minari
  A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
  ☆480Updated last week
• instadeepai / Mava
  🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
  ☆870Updated last month
• schroederdewitt / multiagent_mujoco
  Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.
  ☆365Updated 2 years ago
• TimeBreaker / Multi-Agent-Reinforcement-Learning-papers
  Multi-Agent Reinforcement Learning (MARL) papers
  ☆282Updated 3 years ago
• cyanrain7 / TRPO-in-MARL
  ☆221Updated 2 years ago
• marlbenchmark / off-policy
  PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.
  ☆520Updated 2 years ago
• sjtu-marl / malib
  A parallel framework for population-based multi-agent reinforcement learning.
  ☆546Updated 2 years ago
• koulanurag / ma-gym
  A collection of multi agent environments based on OpenAI gym.
  ☆626Updated last year
• google-deepmind / meltingpot
  A suite of test scenarios for multi-agent reinforcement learning.
  ☆777Updated last week
• denisyarats / pytorch_sac
  PyTorch implementation of Soft Actor-Critic (SAC)
  ☆582Updated 4 years ago
• openrlbenchmark / openrlbenchmark
  ☆248Updated last year
• gxywy / rl-plotter
  A plotter for reinforcement learning (RL)
  ☆235Updated 4 years ago
• kevslinger / DTQN
  Deep Transformer Q-Networks for Partially Observable Reinforcement Learning
  ☆170Updated last year
• TimeBreaker / MARL-papers-with-code
  Multi-Agent Reinforcement Learning (MARL) papers with code
  ☆414Updated 3 years ago
• semitable / robotic-warehouse
  Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
  ☆400Updated last year