Paper list of multi-agent reinforcement learning (MARL)
☆4,892Feb 11, 2026Updated 8 months ago
Alternatives and similar repositories for MARL-Papers
Users that are interested in MARL-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python Multi-Agent Reinforcement Learning framework☆2,223Dec 8, 2022Updated 3 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,779Apr 9, 2024Updated 2 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,765Sep 8, 2022Updated 4 years ago
- A Platform for Many-Agent Reinforcement Learning☆1,764Oct 22, 2022Updated 4 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,550Updated this week
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,128Jul 18, 2024Updated 2 years ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,374Feb 18, 2024Updated 2 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆753May 23, 2022Updated 4 years ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆756Jul 7, 2026Updated 3 months ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,353Nov 28, 2024Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers with code☆435Jul 10, 2026Updated 3 months ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆812May 29, 2022Updated 4 years ago
- For deep RL and the future of AI.☆1,520Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)☆692Jun 5, 2018Updated 8 years ago
- Multi-Agent Reinforcement Learning (MARL) papers☆322Jul 10, 2026Updated 3 months ago
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,776Aug 1, 2024Updated 2 years ago
- Mean Field Multi-Agent Reinforcement Learning☆425Mar 11, 2020Updated 6 years ago
- A collection of multi agent environments based on OpenAI gym.☆637Jul 7, 2024Updated 2 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆710May 18, 2024Updated 2 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆741Sep 24, 2024Updated 2 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,177Jul 13, 2023Updated 3 years ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,910May 29, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,457Apr 16, 2024Updated 2 years ago
- Python Implementation of Reinforcement Learning: An Introduction☆14,797Aug 9, 2024Updated 2 years ago
- An elegant PyTorch deep reinforcement learning library.☆11,048Apr 3, 2026Updated 7 months ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆691Nov 26, 2019Updated 6 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆558Dec 14, 2023Updated 2 years ago
- Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch☆359Apr 1, 2019Updated 7 years ago
- Official code repo for the MARL book (www.marl-book.com)☆697Mar 30, 2025Updated last year
- multi-agent deep reinforcement learning for networked system control.☆450Sep 29, 2020Updated 6 years ago
- Reinforcement learning resources curated☆10,030May 25, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of HARL algorithms based on PyTorch.☆963Apr 27, 2025Updated last year
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,653Mar 24, 2023Updated 3 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,941Jul 25, 2024Updated 2 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,534Oct 15, 2026Updated 2 weeks ago
- PlayGround: AI Research into Multi-Agent Learning.☆799Dec 19, 2023Updated 2 years ago
- Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"☆1,819Jul 30, 2024Updated 2 years ago
- Reinforcement Learning in PyTorch☆2,279Jan 4, 2021Updated 5 years ago