philtabor / Multi-Agent-Reinforcement-LearningLinks
PyTorch implementations of MADDPG, MAPPO (coming)
☆188Updated last year
Alternatives and similar repositories for Multi-Agent-Reinforcement-Learning
Users that are interested in Multi-Agent-Reinforcement-Learning are comparing it to the libraries listed below
Sorting:
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆65Updated 3 years ago
- Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat☆158Updated 10 months ago
- Multi-UAV target round-up based on MADDPG☆251Updated 8 months ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆35Updated 3 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆100Updated last year
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆153Updated last month
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆155Updated last year
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆379Updated 4 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆163Updated 2 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆57Updated 3 years ago
- This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".☆103Updated 5 years ago
- Multi-agent Combat Arena (UAV swarm vs UAV swarm)☆160Updated 5 years ago
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆36Updated 2 years ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆108Updated 3 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆713Updated 3 years ago
- UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D☆107Updated last year
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆169Updated 2 years ago
- UAVGym是一个用python编写的GYM风格的无人机仿真环境，用于强化学习算法的研究。☆73Updated 2 years ago
- a clean and robust Pytorch implementation of SAC on continuous action space☆90Updated 9 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆526Updated 2 years ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆142Updated 7 months ago
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆214Updated 3 years ago
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆24Updated 3 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆92Updated 5 years ago
- Python implementation of DDQN multi-UAV data harvesting☆211Updated 4 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆258Updated 3 years ago
- implementation of MADDPG using PyTorch and multiagent-particle-envs☆38Updated 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 8 months ago
- Hierarchical and Stable Multiagent Reinforcement Learning for Cooperative Navigation Control☆14Updated 3 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆809Updated 3 months ago