hijkzzz / pymarl2Links
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
☆685Updated last year
Alternatives and similar repositories for pymarl2
Users that are interested in pymarl2 are comparing it to the libraries listed below
Sorting:
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,162Updated 9 months ago
- PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Gr…☆239Updated last year
- JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.☆992Updated 6 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆500Updated 2 years ago
- DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆556Updated last year
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆623Updated last year
- 📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.☆337Updated last year
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆768Updated 3 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆729Updated 3 years ago
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆651Updated 5 years ago
- ☆432Updated last year
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,642Updated 3 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆648Updated 3 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆643Updated 2 years ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,699Updated last year
- ☆216Updated 2 years ago
- Multi-Agent Reinforcement Learning (MARL) papers☆272Updated 3 years ago
- Official implementation of HARL algorithms based on PyTorch.☆765Updated 4 months ago
- ☆267Updated last year
- A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)☆679Updated 7 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆727Updated 7 months ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆164Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers with code☆396Updated 3 years ago
- SMAC: The StarCraft Multi-Agent Challenge☆1,256Updated last year
- Python Multi-Agent Reinforcement Learning framework☆2,083Updated 2 years ago
- A collection of multi agent environments based on OpenAI gym.☆617Updated last year
- A parallel framework for population-based multi-agent reinforcement learning.☆536Updated last year
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆116Updated 2 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆250Updated 2 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆155Updated last year