Python Multi-Agent Reinforcement Learning framework
☆2,177Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for pymarl
Users that are interested in pymarl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SMAC: The StarCraft Multi-Agent Challenge☆1,340Feb 18, 2024Updated 2 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,733Sep 8, 2022Updated 3 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆707May 18, 2024Updated last year
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,748Apr 9, 2024Updated 2 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆705Sep 24, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Paper list of multi-agent reinforcement learning (MARL)☆4,788Feb 11, 2026Updated 2 months ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,957Jul 18, 2024Updated last year
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆800May 29, 2022Updated 3 years ago
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,364Feb 6, 2026Updated 2 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆531Jul 21, 2023Updated 2 years ago
- Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆1,959Apr 1, 2024Updated 2 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆741May 23, 2022Updated 3 years ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,303Nov 28, 2024Updated last year
- Code for Weighted QMIX☆146Nov 12, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A parallel framework for population-based multi-agent reinforcement learning.☆551Dec 14, 2023Updated 2 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆689Nov 26, 2019Updated 6 years ago
- A Platform for Many-Agent Reinforcement Learning☆1,761Oct 22, 2022Updated 3 years ago
- ☆302Feb 15, 2024Updated 2 years ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆743Apr 12, 2023Updated 3 years ago
- DGN Code☆366Mar 25, 2023Updated 3 years ago
- Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)☆170Dec 8, 2022Updated 3 years ago
- ☆103Nov 13, 2020Updated 5 years ago
- A collection of multi agent environments based on OpenAI gym.☆630Jul 7, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official Implementation of 'UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers' ICLR 2021(spotli…☆137Feb 3, 2021Updated 5 years ago
- Mean Field Multi-Agent Reinforcement Learning☆419Mar 11, 2020Updated 6 years ago
- There will be updates later☆89May 13, 2019Updated 6 years ago
- Submission for MAVEN: Multi-Agent Variational Exploration☆60Apr 6, 2022Updated 4 years ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆371Mar 16, 2023Updated 3 years ago
- Official implementation of HARL algorithms based on PyTorch.☆891Apr 27, 2025Updated 11 months ago
- ☆225Jun 4, 2023Updated 2 years ago
- Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks☆229Oct 3, 2023Updated 2 years ago
- Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch☆358Apr 1, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Codes accompanying the paper "Learning Nearly Decomposable Value Functions with Communication Minimization" (ICLR 2020)☆88Dec 8, 2022Updated 3 years ago
- A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)☆692Jun 5, 2018Updated 7 years ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆174Jan 7, 2024Updated 2 years ago
- ☆113Oct 25, 2021Updated 4 years ago
- Repo for reproduction of sequential social dilemmas☆415Mar 6, 2025Updated last year
- ☆78Jun 2, 2024Updated last year
- Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (ICLR 2021, https://arxiv.org/abs/2010.01523). RODE is …☆85Dec 17, 2024Updated last year