Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.
☆741Oct 13, 2022Updated 3 years ago
Alternatives and similar repositories for MARL-code-pytorch
Users that are interested in MARL-code-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆880May 12, 2026Updated 3 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆545Jul 21, 2023Updated 3 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,761Sep 8, 2022Updated 3 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆683Jul 16, 2022Updated 4 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,090Jul 18, 2024Updated 2 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.
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆170Mar 28, 2026Updated 5 months ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆80Mar 25, 2022Updated 4 years ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆208Mar 6, 2024Updated 2 years ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,488Mar 29, 2023Updated 3 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆381Apr 8, 2021Updated 5 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆690Nov 26, 2019Updated 6 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆101Nov 23, 2024Updated last year
- PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Gr…☆253Oct 23, 2023Updated 2 years ago
- Official implementation of HARL algorithms based on PyTorch.☆949Apr 27, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆69Jan 2, 2023Updated 3 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,775Apr 9, 2024Updated 2 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆96Nov 30, 2020Updated 5 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆170Nov 1, 2023Updated 2 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,216Dec 8, 2022Updated 3 years ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,344Nov 28, 2024Updated last year
- implementation of MADDPG using PyTorch and multiagent-particle-envs☆39May 11, 2022Updated 4 years ago
- A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)☆693Jun 5, 2018Updated 8 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆235Apr 17, 2024Updated 2 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.
- Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆1,982Apr 1, 2024Updated 2 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆170Apr 19, 2024Updated 2 years ago
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆1,083Updated this week
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆109Oct 25, 2021Updated 4 years ago
- Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)☆76Jun 9, 2023Updated 3 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆177Oct 24, 2023Updated 2 years ago
- ☆515Dec 28, 2023Updated 2 years ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆432Jul 10, 2026Updated last month
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆731Sep 24, 2024Updated last year
- 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.
- Multi-Agent Reinforcement Learning (MARL) papers☆312Jul 10, 2026Updated last month
- ☆116Oct 25, 2021Updated 4 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆810May 29, 2022Updated 4 years ago
- Multi-UAV target round-up based on MADDPG☆276Updated this week
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆708May 18, 2024Updated 2 years ago
- Developed a Multi-Agent DDPG to solve Vehicle Scheduling problem.☆16Feb 12, 2023Updated 3 years ago
- In this study, a multi agent chase-escape problem using Deep Q learning. Actors of the problem are smart evader and smart pursuers with o…☆29Jun 29, 2023Updated 3 years ago