Official code repo for the MARL book (www.marl-book.com)
☆673Mar 30, 2025Updated last year
Alternatives and similar repositories for codebase
Users that are interested in codebase are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Lecture slides for the MARL book (www.marl-book.com)☆195May 14, 2025Updated last year
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆732Sep 24, 2024Updated last year
- Code exercises for the MARL Textbook☆87Jun 18, 2025Updated last year
- Level-Based Foraging (LBF): A multi-agent reinforcement learning environment☆60Sep 15, 2024Updated last year
- Paper list of multi-agent reinforcement learning (MARL)☆4,875Feb 11, 2026Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆654Feb 7, 2026Updated 6 months ago
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,345Nov 28, 2024Updated last year
- Multi-Agent Reinforcement Learning with JAX☆845Aug 20, 2026Updated last week
- Official Repository for "Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing" (ICML2021)☆25Oct 26, 2021Updated 4 years ago
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆602May 19, 2026Updated 3 months ago
- A collection of recent MARL papers☆109Nov 21, 2024Updated last year
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,087Jul 18, 2024Updated 2 years ago
- Level-based Foraging (LBF): A multi-agent environment for RL☆214Sep 15, 2024Updated last year
- Official code for "A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning"☆15Mar 1, 2023Updated 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.
- Python Multi-Agent Reinforcement Learning framework☆2,217Dec 8, 2022Updated 3 years ago
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆931Updated this week
- Official implementation of HARL algorithms based on PyTorch.☆944Apr 27, 2025Updated last year
- ☆13Oct 11, 2022Updated 3 years ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆431Jul 10, 2026Updated last month
- Datasets with baselines for Offline MARL.☆228Nov 2, 2025Updated 9 months ago
- Code for Model-Free Opponent Shaping (ICML 2022)☆24Nov 18, 2022Updated 3 years ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆58Jan 20, 2023Updated 3 years ago
- A suite of test scenarios for multi-agent reinforcement learning.☆864Updated 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 standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,499Aug 13, 2026Updated 2 weeks ago
- Code repository for "N-agent Ad Hoc Teamwork" paper (Wang et al., Neurips 2024).☆29Aug 17, 2026Updated last week
- A tool for aggregating and plotting MARL experiment data.☆86Apr 13, 2026Updated 4 months ago
- Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment☆438Sep 15, 2024Updated last year
- A collection of multi agent environments based on OpenAI gym.☆633Jul 7, 2024Updated 2 years ago
- Multi-objective multi-agent API and environments☆128Aug 10, 2026Updated 2 weeks ago
- Codebase for the Graph-based Policy Learning algorithm, which is designed for learning policies to solve the open ad hoc teamwork problem…☆33Mar 31, 2021Updated 5 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆555Dec 14, 2023Updated 2 years ago
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,338Apr 20, 2026Updated 4 months ago
- 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.
- This is the code repository for the paper "Zero-Sum Stochastic Stackelberg Games".☆18Oct 12, 2022Updated 3 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,760Sep 8, 2022Updated 3 years ago
- An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments☆341Aug 21, 2026Updated last week
- SMAC: The StarCraft Multi-Agent Challenge☆1,366Feb 18, 2024Updated 2 years ago
- JAX and PZ RL envs + algorithms for swarms of CrazyFlies☆102Aug 28, 2024Updated 2 years ago
- A flexible Multi-Agent Reinforcement Learning (MARL) environment for Collective Robotic Construction (CRC) systems☆13Mar 22, 2023Updated 3 years ago
- Multi-Agent Reinforcement Learning (MARL) papers☆309Jul 10, 2026Updated last month