hijkzzz / pymarl2
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
☆623Updated 8 months ago
Alternatives and similar repositories for pymarl2:
Users that are interested in pymarl2 are comparing it to the libraries listed below
- PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Gr…☆190Updated last year
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆955Updated last month
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆442Updated last year
- DRLib:a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆530Updated 9 months ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆497Updated 2 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆546Updated 3 months ago
- 📚 List of Top-tier Conference Papers on Reinforcement Learning (RL),including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.☆292Updated 7 months ago
- JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.☆890Updated 3 months ago
- ☆231Updated 11 months ago
- ☆192Updated last year
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆700Updated 2 years ago
- ☆365Updated last year
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆686Updated 2 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆559Updated 2 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆591Updated 5 years ago
- A collection of multi agent environments based on OpenAI gym.☆583Updated 6 months ago
- Multi-Agent Reinforcement Learning (MARL) papers☆228Updated 2 years ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆140Updated last year
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆199Updated 5 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆566Updated 2 weeks ago
- A parallel framework for population-based multi-agent reinforcement learning.☆513Updated last year
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆316Updated 3 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆214Updated 2 years ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,142Updated 11 months ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆327Updated 2 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆156Updated 9 months ago
- Official implementation of HARL algorithms based on PyTorch.☆574Updated 3 months ago
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark☆416Updated 8 months ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,500Updated 2 years ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆112Updated 2 years ago