ZYunfeii / DRL_algorithm_libraryLinks
This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.
☆107Updated 3 years ago
Alternatives and similar repositories for DRL_algorithm_library
Users that are interested in DRL_algorithm_library are comparing it to the libraries listed below
Sorting:
- TD3 in Pytorch☆35Updated 3 years ago
- a clean and robust Pytorch implementation of SAC on continuous action space☆89Updated 9 months ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆65Updated 3 years ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆35Updated 3 years ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆186Updated last year
- implementation of MADDPG using PyTorch and multiagent-particle-envs☆38Updated 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
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆147Updated 3 weeks ago
- UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D☆107Updated last year
- Jax and Torch Multi-Agent SAC on PettingZoo API☆99Updated last year
- Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat☆155Updated 9 months ago
- RL algorithms☆141Updated 4 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆163Updated 2 years ago
- Multi-agent Combat Arena (UAV swarm vs UAV swarm)☆158Updated 5 years ago
- Hierarchical and Stable Multiagent Reinforcement Learning for Cooperative Navigation Control☆14Updated 3 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆372Updated 4 years ago
- Solve BipedalWalkerHardcore-v2 with TD3☆96Updated 2 years ago
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆54Updated 10 months ago
- D3QN Pytorch☆67Updated 4 years ago
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆213Updated 3 years ago
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆153Updated last year
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆96Updated 4 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆57Updated 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 7 months ago
- A clean and robust Pytorch implementation of PPO on continuous action space.☆169Updated last year
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆35Updated 2 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆77Updated 3 years ago
- Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation☆141Updated 6 months ago
- POMG algorithm for large-scale pursuit game with partial observation and no communication.☆26Updated 10 months ago
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆24Updated 3 years ago