hijkzzz / pymarl2
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
☆630Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for pymarl2
- PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Gr…☆192Updated last year
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆935Updated 5 months ago
- DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆518Updated 7 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆414Updated last year
- JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.☆944Updated last month
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆448Updated 2 years ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆514Updated 2 months ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆508Updated last month
- ☆186Updated last year
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆577Updated 4 years ago
- ☆342Updated 10 months ago
- Multi-Agent Reinforcement Learning (MARL) papers☆215Updated 2 years ago
- Official implementation of HARL algorithms based on PyTorch.☆519Updated last month
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆208Updated 2 years ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆543Updated 2 years ago
- 📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.☆303Updated 5 months ago
- ☆216Updated 9 months ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆129Updated 10 months ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,333Updated 4 months ago
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆192Updated 5 years ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆312Updated 2 years ago
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆179Updated 2 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆301Updated 3 years ago
- A collection of multi agent environments based on OpenAI gym.☆574Updated 4 months ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆675Updated 2 years ago
- This is the official implementation of Multi-Agent PPO.☆94Updated last year
- A curated list of awesome model based RL resources (continually updated)☆934Updated last week
- Multiagent Reinforcement Learning Research Project☆118Updated last month
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆670Updated 2 years ago
- Code for Weighted QMIX☆124Updated 4 years ago