A Collection of Multi-Agent Reinforcement Learning (MARL) Resources
☆258Oct 4, 2022Updated 3 years ago
Alternatives and similar repositories for MARL-resources-collection
Users that are interested in MARL-resources-collection are comparing it to the libraries listed below
Sorting:
- Multi-Agent Reinforcement Learning (MARL) papers☆290Sep 19, 2022Updated 3 years ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆418Sep 15, 2022Updated 3 years ago
- Adversarial Reinforcement Learning papers (single-agent setting and multi-agent setting)☆76Sep 5, 2022Updated 3 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,723Sep 8, 2022Updated 3 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆692Sep 24, 2024Updated last year
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,902Jul 18, 2024Updated last year
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,276Nov 28, 2024Updated last year
- Paper list of multi-agent reinforcement learning (MARL)☆4,729Feb 11, 2026Updated 3 weeks ago
- Python Multi-Agent Reinforcement Learning framework☆2,163Dec 8, 2022Updated 3 years ago
- Official implementation of HARL algorithms based on PyTorch.☆865Apr 27, 2025Updated 10 months ago
- The official implementation of "Transformer in Transformer as Backbone for Deep Reinforcement Learning"☆56Dec 27, 2023Updated 2 years ago
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆88Apr 3, 2023Updated 2 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆717Oct 13, 2022Updated 3 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆712May 18, 2024Updated last year
- Code for "ALMA: Hierarchical Learning for Composite Multi-Agent Tasks" NeurIPS 2022☆32Sep 25, 2022Updated 3 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆550Dec 14, 2023Updated 2 years ago
- This repository is an implementation of "MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer"…☆22Jul 6, 2023Updated 2 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆817Oct 23, 2025Updated 4 months ago
- Code of "Towards Skilled Population Curriculum for MARL" + Implementation of Curriculum MARL algorithms based on Ray☆13Feb 20, 2023Updated 3 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆11Jan 15, 2020Updated 6 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆526Jul 21, 2023Updated 2 years ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆143Jul 8, 2025Updated 7 months ago
- ☆46Jun 29, 2021Updated 4 years ago
- ☆223Jun 4, 2023Updated 2 years ago
- ☆485Dec 28, 2023Updated 2 years ago
- We provide a very simple implementation of the typical value decomposition methods for solving single state Matrix Games.☆16Jul 18, 2022Updated 3 years ago
- ☆74Feb 4, 2024Updated 2 years ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,328Feb 18, 2024Updated 2 years ago
- Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆1,940Apr 1, 2024Updated last year
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,733Apr 9, 2024Updated last year
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆675Jul 16, 2022Updated 3 years ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆56Jan 20, 2023Updated 3 years ago
- A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning…☆79Jan 30, 2021Updated 5 years ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆370Mar 16, 2023Updated 2 years ago
- ☆110Oct 25, 2021Updated 4 years ago
- Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)☆168Dec 8, 2022Updated 3 years ago
- A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models☆51Apr 1, 2025Updated 11 months ago
- Implementations of safe reinforcement learning algorithms☆29Mar 1, 2024Updated 2 years ago
- The implementation of AAAI 2022 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".☆63Dec 12, 2023Updated 2 years ago