Reinforcement Learning.md

Reinforcement Learning

Overview

https://medium.com/@SmartLabAI/reinforcement-learning-algorithms-an-intuitive-overview-904e2dff5bbc

https://spinningup.openai.com/en/latest/index.html <- mal auschecken

todo:** insert forschungsprojekt RL stuff here

Model-free Algorithms

Policy-Optimization Algorithms

Policy Gradient

A2C

PPO (Proximal Policy Optimization)

https://www.freecodecamp.org/news/an-intro-to-advantage-actor-critic-methods-lets-play-sonic-the-hedgehog-86d6240171d/

https://towardsdatascience.com/proximal-policy-optimization-ppo-with-sonic-the-hedgehog-2-and-3-c9c21dbed5e

https://www.youtube.com/watch?v=5P7I-xPq8u8

Proximal Policy Optimization Algorithms Paper