WangYuxiang8 / RL-demo
强化学习常见算法的实现,Q-Learning/DQN/PG/AC/DDPG/PPO/SAC
☆17Updated 3 years ago
Alternatives and similar repositories for RL-demo:
Users that are interested in RL-demo are comparing it to the libraries listed below
- RL algorithms☆141Updated 4 years ago
- kinds of reinforcement learning model by Pytorch☆315Updated last year
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆278Updated 5 years ago
- 多智能体强化学习☆90Updated 6 years ago
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆191Updated 2 years ago
- Tutorial for Reinforcement Learning☆180Updated 3 years ago
- D3QN Pytorch☆58Updated 3 years ago
- Implement some algorithms of RL☆47Updated last year
- TD3 in Pytorch☆30Updated 3 years ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆95Updated 2 years ago
- 基于gym的pytorch深度强化学习(DRL)(PPO,PPG,DQN,SAC,DDPG,TD3等算法)☆86Updated 2 weeks ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆221Updated 2 years ago
- ☆413Updated 4 months ago
- Multi-agent Reinforcement Learning Algorithms(COMA, VDN, QMIX)☆13Updated 4 years ago
- DDPG in Pytorch☆44Updated 3 years ago
- The code for maddpg using pytorch☆165Updated 4 years ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MAAC MAPPO HAPPO MAT MORL☆33Updated 2 weeks ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆602Updated 2 weeks ago
- Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch☆486Updated 6 years ago
- Implement reinforcement learning algorithms in Pytorch☆33Updated 3 years ago
- Multi-Agent Reinforcement Learning (MARL) papers☆237Updated 2 years ago
- ☆328Updated 8 months ago
- This repository collects some codes that encapsulates commonly used algorithms in the field of machine learning. Most of them are based o…☆486Updated last week
- Pytorch realization of multiple Deep Reinforcement Learning alogrithms(DQN,DDPG,TD3,PPO,A3C...) with openai gym☆56Updated 3 years ago
- 动手学强化学习代码☆50Updated last year
- A clean and robust Pytorch implementation of SAC on discrete action space☆34Updated 4 months ago
- A collection of multi agent environments based on OpenAI gym.☆22Updated last year
- My own implementation of Reinforcement Learning algorithms using Tensorflow 2.0☆29Updated 3 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆330Updated 3 years ago
- ☆59Updated 2 years ago