A parallel framework for population-based multi-agent reinforcement learning.
☆558Dec 14, 2023Updated 2 years ago
Alternatives and similar repositories for malib
Users that are interested in malib are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,354Nov 28, 2024Updated last year
- Python Multi-Agent Reinforcement Learning framework☆2,223Dec 8, 2022Updated 3 years ago
- Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)☆710May 18, 2024Updated 2 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆2,129Jul 18, 2024Updated 2 years ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,374Feb 18, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,552Oct 30, 2026Updated last week
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,764Sep 8, 2022Updated 4 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆741Sep 24, 2024Updated 2 years ago
- Official Code Release for Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games☆58Aug 30, 2024Updated 2 years ago
- A Multi-agent Learning Framework☆62May 10, 2021Updated 5 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆551Jul 21, 2023Updated 3 years ago
- Mean Field Multi-Agent Reinforcement Learning☆425Mar 11, 2020Updated 6 years ago
- Official implementation of HARL algorithms based on PyTorch.☆962Apr 27, 2025Updated last year
- 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
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆812May 29, 2022Updated 4 years ago
- Scalable Multi-Agent RL Training School for Autonomous Driving☆1,135Jan 31, 2025Updated last year
- ☆232Jun 4, 2023Updated 3 years ago
- A Platform for Many-Agent Reinforcement Learning☆1,764Oct 22, 2022Updated 4 years ago
- Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.☆103Mar 6, 2025Updated last year
- A Simple, Distributed and Asynchronous Multi-Agent Reinforcement Learning Framework for Google Research Football AI.☆121Jan 16, 2024Updated 2 years ago
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆941Sep 9, 2026Updated last month
- xingtian is a componentized library for the development and verification of reinforcement learning algorithms☆319Sep 12, 2023Updated 3 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆753May 23, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆521Dec 28, 2023Updated 2 years ago
- Paper list of multi-agent reinforcement learning (MARL)☆4,897Feb 11, 2026Updated 8 months ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆175Jan 7, 2024Updated 2 years ago
- ☆129Sep 16, 2021Updated 5 years ago
- Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)☆174Dec 8, 2022Updated 3 years ago
- C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.☆1,533Oct 21, 2026Updated 2 weeks ago
- Official Repository for "Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing" (ICML2021)☆25Oct 26, 2021Updated 5 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆240Apr 17, 2024Updated 2 years ago
- ☆22May 20, 2021Updated 5 years 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.
- MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.☆52Mar 8, 2024Updated 2 years ago
- ☆32Aug 20, 2021Updated 5 years ago
- An elegant PyTorch deep reinforcement learning library.☆11,048Apr 3, 2026Updated 7 months ago
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,377Feb 20, 2026Updated 8 months ago
- Official Implementation of 'UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers' ICLR 2021(spotli…☆139Feb 3, 2021Updated 5 years ago
- A large-scale multi-modal pre-trained model☆134Feb 7, 2023Updated 3 years ago
- ☆335Feb 15, 2024Updated 2 years ago