Skylarking / MARLLinks
多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现
☆32Updated 2 years ago
Alternatives and similar repositories for MARL
Users that are interested in MARL are comparing it to the libraries listed below
Sorting:
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆50Updated 3 years ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆93Updated this week
- Jax and Torch Multi-Agent SAC on PettingZoo API☆86Updated 7 months ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆60Updated 3 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆156Updated last year
- implementation of MADDPG using PettingZoo and PyTorch☆151Updated last year
- Multi-agent Reinforcement Learning Algorithms(COMA, VDN, QMIX)☆15Updated 5 years ago
- Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'☆44Updated 2 years ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆64Updated 2 years ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆157Updated last year
- Lightweight multi-agent PPO for IEEE field.☆14Updated 3 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆241Updated 2 years ago
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆202Updated 3 years ago
- This is a personal library that strives to implement various MARL algorithms. The environment only integrates MPE, and the algorithm curr…☆15Updated last month
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆140Updated last year
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆72Updated 3 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆87Updated 4 years ago
- 🎾 Multi-Agent Proximal Policy Optimization approach to a competitive reinforcement learning problem☆22Updated 2 years ago
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆22Updated 2 years ago
- Multi-agent Combat Arena (UAV swarm vs UAV swarm)☆137Updated 4 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆349Updated 4 years ago
- my code for paper Parameterized-DQN☆22Updated 4 years ago
- Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).☆20Updated 7 years ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆37Updated 2 years ago
- Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat☆119Updated 3 months ago
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆49Updated 3 years ago
- Simple verification experiments codes for multi-agent RL using OpenAI MPE environment☆34Updated 3 years ago
- Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?☆25Updated last year
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆115Updated last week
- D3QN Pytorch☆63Updated 3 years ago