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# System prepended metadata

title: Reinforcement Learning Algorithms

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# 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)

