Replicable-MARL / MARLlibLinks
One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
☆1,114Updated 7 months ago
Alternatives and similar repositories for MARLlib
Users that are interested in MARLlib are comparing it to the libraries listed below
Sorting:
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,613Updated 11 months ago
- Official implementation of HARL algorithms based on PyTorch.☆736Updated 2 months ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,602Updated 2 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆608Updated 9 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆489Updated last year
- DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆552Updated last year
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆694Updated 4 months ago
- ☆416Updated last year
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆634Updated 2 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆755Updated 3 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆717Updated 3 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,047Updated 2 years ago
- XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library☆902Updated this week
- SMAC: The StarCraft Multi-Agent Challenge☆1,227Updated last year
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆609Updated 2 years ago
- JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.☆970Updated 3 months ago
- A parallel framework for population-based multi-agent reinforcement learning.☆533Updated last year
- The repository is for safe reinforcement learning baselines.☆659Updated 2 months ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆376Updated 2 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆643Updated 5 years ago
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆426Updated 2 weeks ago
- PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Gr…☆230Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers☆265Updated 2 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆241Updated 2 years ago
- A collection of reference environments for offline reinforcement learning☆1,516Updated 7 months ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,342Updated 2 years ago
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆802Updated last year
- DSAC-v2; DSAC-T; DASC; Distributional Soft Actor-Critic☆378Updated last month
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,259Updated 3 months ago
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark☆473Updated 4 months ago