This is the Math You Need to Master Reinforcement Learning

Unapologetically diving into the mathematics of reinforcement learning. We explore the policy gradient theorem and policy gradient methods. Icon by Freepik https://www.freepik.com/icon/light-bu... 0:00 The Simple Example 3:14 Causal Dependency Graph 7:42 What is a Policy? 10:32 Motivation of Policy Gradient Methods 15:58 The Full Math 28:04 Summary