ZYunfeii / DRL_algorithm_libraryLinks
This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.
☆105Updated 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:
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆64Updated 2 years ago
- TD3 in Pytorch☆35Updated 3 years ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆35Updated 3 years ago
- a clean and robust Pytorch implementation of SAC on continuous action space☆90Updated 7 months ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆97Updated last year
- PyTorch implementations of MADDPG, MAPPO (coming)☆181Updated last year
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆91Updated 5 years ago
- UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D☆107Updated last year
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆135Updated 4 months ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆54Updated 3 years ago
- implementation of MADDPG using PyTorch and multiagent-particle-envs☆38Updated 3 years ago
- Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat☆147Updated 8 months ago
- Multi-agent Combat Arena (UAV swarm vs UAV swarm)☆150Updated 5 years ago
- implementation of MADDPG using PettingZoo and PyTorch☆160Updated 2 years ago
- D3QN Pytorch☆66Updated 3 years ago
- Hierarchical and Stable Multiagent Reinforcement Learning for Cooperative Navigation Control☆13Updated 3 years ago
- Multi-UAV target round-up based on MADDPG☆228Updated 6 months ago
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆23Updated 3 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆367Updated 4 years ago
- 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.☆75Updated 3 years ago
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆96Updated 4 years ago
- RL algorithms☆141Updated 4 years ago
- This is a personal library that strives to implement various MARL algorithms. The environment only integrates MPE, and the algorithm curr…☆15Updated 6 months ago
- This code is the result of the collaboration of RL Turkey team.☆36Updated last year
- Solve BipedalWalkerHardcore-v2 with TD3☆94Updated 2 years ago
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆57Updated 3 years ago
- ☆24Updated 4 years ago
- This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".☆99Updated 5 years ago
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆54Updated 9 months ago