JohannesAck / MATD3implementationLinks
Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics"
☆86Updated 4 years ago
Alternatives and similar repositories for MATD3implementation
Users that are interested in MATD3implementation are comparing it to the libraries listed below
Sorting:
- Jax and Torch Multi-Agent SAC on PettingZoo API☆82Updated 6 months ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆137Updated last year
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆47Updated 3 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆70Updated 3 years ago
- ☆96Updated 3 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆154Updated last year
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆174Updated last year
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆57Updated 3 years ago
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆51Updated 3 months ago
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆48Updated 3 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆144Updated last year
- ICML 2019 RL for Real Life Workshop: Recurrent MADDPG for Partially Observable and Limited Communication Settings☆48Updated 5 years ago
- The official code releasement of publications in MARL field of TJU RL lab.☆79Updated 2 years ago
- Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment☆117Updated 2 years ago
- Project on multi agent reinforcement learning applied on patrolling agents☆39Updated 5 years ago
- The code for maddpg using pytorch☆168Updated 4 years ago
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆32Updated 2 years ago
- implementation of MADDPG using PyTorch and multiagent-particle-envs☆37Updated 3 years ago
- This is the official implementation of Multi-Agent PPO.☆106Updated 2 years ago
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆92Updated 4 years ago
- RL projects including implementation of DQN/DDPG/MADDPG/BicNet on StarCraft II multi-agent learning environment SMAC☆47Updated 5 years ago
- Multi-agent Reinforcement Learning Algorithms(COMA, VDN, QMIX)☆15Updated 5 years ago
- Code for Weighted QMIX☆136Updated 4 years ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆109Updated 4 months ago
- ☆14Updated 4 years ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆64Updated 2 years ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆73Updated last month
- a clean and robust Pytorch implementation of SAC on continuous action space☆77Updated last month
- ☆204Updated 2 years ago
- Deep recurrent Q learning on CartPole-v1 environment☆90Updated last year