lizhemin18 / pymarl_LLMLinks
This repo supports integrating LLMs and communication algorithms with MARL using SMAC as the platform. It provides an end-to-end workflow exemplified with QMIX, making it easy for users to integrate and test their own MARL algorithms, ideal for enhancing MARL performance through LLMs and improved communication strategies.
☆12Updated 6 months ago
Alternatives and similar repositories for pymarl_LLM
Users that are interested in pymarl_LLM are comparing it to the libraries listed below
Sorting:
- The pytorch implementation of DGN on grid world and Starcraft☆147Updated 3 years ago
- ☆64Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers☆272Updated 3 years ago
- RL projects including implementation of DQN/DDPG/MADDPG/BicNet on StarCraft II multi-agent learning environment SMAC☆48Updated 5 years ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆500Updated 2 years ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆62Updated 4 years ago
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆207Updated 3 years ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆396Updated 3 years ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆164Updated last year
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆250Updated 2 years ago
- Codes of GoMARL accompanying the paper "Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning"(NeurIPS 2023). G…☆29Updated last year
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆116Updated 2 years ago
- Implementation of the VIPER algorithm introduced in "Verifiable Reinforcement Learning via Policy Extraction" by Bastani et al.☆17Updated last year
- ☆102Updated 3 years ago
- The official code releasement of publications in MARL field of TJU RL lab.☆80Updated 3 years ago
- Code for Weighted QMIX☆140Updated 4 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆91Updated 10 months ago
- Codes accompanying the paper "Context-Aware Sparse Deep Coordination Graphs (https://arxiv.org/abs/2106.02886).☆19Updated 3 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆358Updated 4 years ago
- Adversarial Reinforcement Learning papers (single-agent setting and multi-agent setting)☆73Updated 3 years ago
- ☆216Updated 2 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆155Updated last year
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆73Updated 3 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆643Updated 2 years ago
- Deep recurrent Q learning on CartPole-v1 environment☆92Updated last year
- A clean and robust Pytorch implementation of SAC on discrete action space☆41Updated 11 months ago
- pytorch实现的一些MARL算法☆68Updated 4 years ago
- Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)☆349Updated 5 years ago
- qmix☆23Updated 5 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆53Updated 3 years ago