# Reinforcement Learning Algorithms [ToC] ## Compareing Gym classical controls env | A2C | DQN/ DDPG | PPO | |:-------------| ----------- |:------------- | | ![](https://i.imgur.com/UCSkCDJ.gif) | ![](https://i.imgur.com/URF45gt.gif) | ![](https://i.imgur.com/uKxi63d.gif) | | ![](https://i.imgur.com/d93ueZ5.gif) | ![](https://i.imgur.com/254LojL.gif) | ![](https://i.imgur.com/POYtoLj.gif) | | ![](https://i.imgur.com/idfIsQs.gif) | ![](https://i.imgur.com/qrjwvrZ.gif) | ![](https://i.imgur.com/SizzFh9.gif) | | | | ![](https://i.imgur.com/Js2mDid.gif) | | | | | | ![](https://i.imgur.com/BHBvCGR.gif) | ![](https://i.imgur.com/LvbFsmU.gif)| ![](https://i.imgur.com/fREMGsm.gif) | ## Libraries * RLlib * Stable-Baselines3 * Tiansho #### Implemented Algorithms (SB3) ![Implemented Algorithms](https://i.imgur.com/zKxpQuS.png) https://github.com/DLR-RM/stable-baselines3/issues/20 ![](https://i.imgur.com/Owika1m.png)