jingranburangyongzhongwen / torchMARL
pytorch实现的一些MARL算法
☆65Updated 4 years ago
Alternatives and similar repositories for torchMARL:
Users that are interested in torchMARL are comparing it to the libraries listed below
- ☆96Updated 3 years ago
- Code for Weighted QMIX☆136Updated 4 years ago
- RL projects including implementation of DQN/DDPG/MADDPG/BicNet on StarCraft II multi-agent learning environment SMAC☆47Updated 5 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆65Updated 3 years ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆116Updated 2 years ago
- ☆93Updated 4 years ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆56Updated 3 years ago
- The implementation of AAAI'22 paper "Multi-Agent Incentive Communication via Decentralized Teammate Modeling".☆54Updated last year
- There will be updates later☆84Updated 5 years ago
- ☆201Updated last year
- PyTorch implementation of the discrete Soft-Actor-Critic algorithm.☆51Updated 3 years ago
- This is the official implementation of Multi-Agent PPO.☆105Updated 2 years ago
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆85Updated 2 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆84Updated 4 years ago
- Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).☆19Updated 7 years ago
- Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (ICLR 2021, https://arxiv.org/abs/2010.01523). RODE is …☆74Updated 4 months ago
- ☆42Updated 3 years ago
- ☆85Updated 3 years ago
- Simple verification experiments codes for multi-agent RL using OpenAI MPE environment☆33Updated 2 years ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆155Updated last year
- Implementation of DyMA-CL, MARL algorithm☆27Updated 5 years ago
- ICML 2019 RL for Real Life Workshop: Recurrent MADDPG for Partially Observable and Limited Communication Settings☆48Updated 5 years ago
- The implement of the policy gradient RL algorithm with pytorch☆38Updated 4 years ago
- Deep recurrent Q learning on CartPole-v1 environment☆88Updated last year
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆169Updated last year
- The official code releasement of publications in MARL field of TJU RL lab.☆75Updated 2 years ago
- PyTorch implementation of Foerster, Jakob N., et al. "Counterfactual multi-agent policy gradients."☆59Updated 4 years ago
- The pytorch implementation of DGN on grid world and Starcraft☆141Updated 3 years ago
- The code for paper, "Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration", NeurIPS 2021.☆40Updated 2 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆48Updated 2 years ago