ZYunfeii / DRL_algorithm_library
This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.
☆96Updated 2 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
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆61Updated 2 years ago
- a clean and robust Pytorch implementation of SAC on continuous action space☆71Updated 9 months ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆33Updated 2 years ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆126Updated last year
- TD3 in Pytorch☆30Updated 3 years ago
- implementation of MADDPG using PyTorch and multiagent-particle-envs☆35Updated 2 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆72Updated 4 months ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆46Updated 2 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆79Updated 4 years ago
- Multi-UAV target round-up based on MADDPG☆120Updated last month
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MAAC MAPPO HAPPO MAT MORL☆35Updated last month
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆32Updated last year
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆42Updated 3 years ago
- 多智能体强化学习☆90Updated 6 years ago
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆49Updated 3 weeks ago
- 无人机动态覆盖控制;1. 实现了一个无人机点覆盖环境;2. 给出了无人机连通保持规则;3. 给出了基于MARL的控制算法☆48Updated 6 months ago
- implementation of MADDPG using PettingZoo and PyTorch☆133Updated last year
- MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT..…☆120Updated 11 months ago
- RL algorithms☆142Updated 4 years ago
- Code for implementing/applying ODM*, PPO, MAAC, IC3Net and PRIMAL (PPO version) on a Multi-Agent gridworld environment.☆33Updated 4 years ago
- The implementation of LSTM-TD3.☆76Updated 2 years ago
- multi-turtlebot3 collision avoidance and navigation via DDPG-LSTM with Prioritized Experience Replay on ROS☆71Updated 2 years ago
- MBaranPeker / Pursuit-Evasion-Game-with-Deep-Reinforcement-Learning-in-an-environment-with-an-obstacleIn this study, a multi agent chase-escape problem using Deep Q learning. Actors of the problem are smart evader and smart pursuers with o…☆23Updated last year
- Multi-agent Combat Arena (UAV swarm vs UAV swarm)☆120Updated 4 years ago
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆63Updated 2 years ago
- My own implementation of Reinforcement Learning algorithms using Tensorflow 2.0☆29Updated 3 years ago
- D3QN Pytorch☆59Updated 3 years ago
- Solve BipedalWalkerHardcore-v2 with TD3☆85Updated last year
- ☆21Updated 3 years ago
- DDPG algorithm for PID tuning☆26Updated 4 years ago