maohangyu / marl_demo
demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention Multi-Agent DDPG) and NCC-MARL (Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning).
☆50Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for marl_demo
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆39Updated 2 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆60Updated last year
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆26Updated last year
- ☆90Updated 3 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆75Updated 3 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆57Updated 2 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆110Updated 7 months ago
- RL projects including implementation of DQN/DDPG/MADDPG/BicNet on StarCraft II multi-agent learning environment SMAC☆42Updated 4 years ago
- A clean and robust Pytorch implementation of SAC on discrete action space☆32Updated 3 weeks ago
- implementation of MADDPG using PettingZoo and PyTorch☆110Updated last year
- my code for paper Parameterized-DQN☆21Updated 3 years ago
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆37Updated 2 years ago
- This is the official implementation of Multi-Agent PPO.☆93Updated last year
- pytorch实现的一些MARL算法☆64Updated 3 years ago
- We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enh…☆129Updated 10 months ago
- ☆185Updated last year
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆133Updated last year
- Code for Weighted QMIX☆123Updated 4 years ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆111Updated last year
- 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 clean and robust Pytorch implementation of SAC on continuous action space☆60Updated 5 months ago
- Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?☆19Updated 5 months ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆91Updated last month
- The official code releasement of publications in MARL field of TJU RL lab.☆57Updated 2 years ago
- Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'☆35Updated last year
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆145Updated 7 months ago
- ☆83Updated 3 years ago
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆92Updated 3 years ago
- PyTorch implementation of the discrete Soft-Actor-Critic algorithm.☆43Updated 3 years ago