# RL Overview

## Short Notes on Deep RL

### Deep Reinforcement Learning: Pong from Pixels by Andrej Karpathy

{% embed url="http://karpathy.github.io/2016/05/31/rl/" %}

## Arxiv Insights

{% embed url="https://www.youtube.com/watch?v=JgvyzIkgxF0" %}

### Overcoming Sparse Reward in Deep RL

{% embed url="https://www.youtube.com/watch?v=0Ey02HT_1Ho" %}

### Policy Gradient methods and Proximal Policy Optimization (PPO): diving into Deep RL

{% embed url="https://www.youtube.com/watch?v=5P7I-xPq8u8" %}
