Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments".
☆680Jul 16, 2022Updated 3 years ago
Alternatives and similar repositories for MADDPG
Users that are interested in MADDPG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆690Nov 26, 2019Updated 6 years ago
- Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆1,965Apr 1, 2024Updated 2 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,739Sep 8, 2022Updated 3 years ago
- The code for maddpg using pytorch☆168Oct 5, 2020Updated 5 years ago
- A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)☆692Jun 5, 2018Updated 7 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.
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆735Oct 13, 2022Updated 3 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,758Apr 9, 2024Updated 2 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆805May 29, 2022Updated 3 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆380Apr 8, 2021Updated 5 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,987Jul 18, 2024Updated last year
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆535Jul 21, 2023Updated 2 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆852Oct 23, 2025Updated 6 months ago
- implementation of MADDPG using PettingZoo and PyTorch☆168Nov 1, 2023Updated 2 years ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆746Apr 12, 2023Updated 3 years ago
- 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.
- Python Multi-Agent Reinforcement Learning framework☆2,185Dec 8, 2022Updated 3 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆746May 23, 2022Updated 3 years ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆201Mar 6, 2024Updated 2 years ago
- Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).☆21Mar 19, 2018Updated 8 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆713Sep 24, 2024Updated last year
- Jax and Torch Multi-Agent SAC on PettingZoo API☆101Nov 23, 2024Updated last year
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,311Nov 28, 2024Updated last year
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆228Apr 17, 2024Updated 2 years ago
- ☆226Jun 4, 2023Updated 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.
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,396Apr 27, 2026Updated last week
- Official implementation of HARL algorithms based on PyTorch.☆900Apr 27, 2025Updated last year
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,619Mar 24, 2023Updated 3 years ago
- Paper list of multi-agent reinforcement learning (MARL)☆4,811Feb 11, 2026Updated 2 months ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆109Oct 25, 2021Updated 4 years ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,348Feb 18, 2024Updated 2 years ago
- ☆113Oct 25, 2021Updated 4 years ago
- Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"☆337Aug 22, 2025Updated 8 months ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆117Dec 8, 2022Updated 3 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.
- Multi-UAV target round-up based on MADDPG☆267May 22, 2025Updated 11 months ago
- PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Gr…☆247Oct 23, 2023Updated 2 years ago
- implementation of MADDPG using PyTorch and multiagent-particle-envs☆39May 11, 2022Updated 3 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆173Oct 24, 2023Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,339Mar 13, 2025Updated last year
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆217Jun 6, 2022Updated 3 years ago
- multi-agent deep reinforcement learning for networked system control.☆443Sep 29, 2020Updated 5 years ago