Part 1 : Policy Based Reinforcement Learning -- A Detailed Study

In this article lets try to get a detailed understanding of what is On Policy and Off Policy Reinforcement Learning? What are the types of Policy functions? How to implement the policy function as a neural network? A good teacher always explains the most complicated topics in a very simple and effective way. This article is inspired by the book from Brandon Brown, Alexander Zai.