PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.
☆547Jul 21, 2023Updated 3 years ago
Alternatives and similar repositories for off-policy
Users that are interested in off-policy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,062Jul 18, 2024Updated 2 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆739Oct 13, 2022Updated 3 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,754Sep 8, 2022Updated 3 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆710May 18, 2024Updated 2 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,209Dec 8, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆876May 12, 2026Updated 2 months ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,341Nov 28, 2024Updated last year
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆691Nov 26, 2019Updated 6 years ago
- Official implementation of HARL algorithms based on PyTorch.☆940Apr 27, 2025Updated last year
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,773Apr 9, 2024Updated 2 years ago
- ☆511Dec 28, 2023Updated 2 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆731Sep 24, 2024Updated last year
- ☆227Jun 4, 2023Updated 3 years ago
- PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Gr…☆252Oct 23, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆684Jul 16, 2022Updated 4 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆233Apr 17, 2024Updated 2 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆809May 29, 2022Updated 4 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆553Dec 14, 2023Updated 2 years ago
- Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆1,983Apr 1, 2024Updated 2 years ago
- ☆116Oct 25, 2021Updated 4 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆175Oct 24, 2023Updated 2 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
- SMAC: The StarCraft Multi-Agent Challenge☆1,364Feb 18, 2024Updated 2 years ago
- 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.
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆749May 23, 2022Updated 4 years ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆373Mar 16, 2023Updated 3 years ago
- This is the official implementation of Multi-Agent PPO.☆149Jan 17, 2023Updated 3 years ago
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆217Jun 6, 2022Updated 4 years ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆163Jul 8, 2025Updated last year
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆88Apr 3, 2023Updated 3 years ago
- A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,476Updated this week
- A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)☆693Jun 5, 2018Updated 8 years ago
- IQL, QMIX, VDN, COMA, QTRAN (QTRAN-Base and QTRAN-Alt), MAVEN, CommNet, DYMA-Cl, G2ANet, and MADDPG☆19Dec 6, 2021Updated 4 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.
- The code for maddpg using pytorch☆169Oct 5, 2020Updated 5 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆102Nov 23, 2024Updated last year
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆381Apr 8, 2021Updated 5 years ago
- ☆319Feb 15, 2024Updated 2 years ago
- Code for Weighted QMIX☆148Nov 12, 2020Updated 5 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆60May 20, 2022Updated 4 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆170Nov 1, 2023Updated 2 years ago