Overview

This chapter introduces the concept of reinforcement learning. We will discuss the basic concepts of reinforcement learning, including the state, action, and reward. We will also discuss the different types of reinforcement learning algorithms, mainly policy gradients.

Lectures:

• Markov Decision Processes
• Policy Gradients
• Proximal Policy Optimization