Policy Gradients Part 1: The REINFORCE Estimator

I have a dirty secret. Well, I actually have many. But one of them is that I never understood the basic algorithms behind reinforcement learning. So I plan to remedy this with a series of blog posts, where I will cover foundational RL algorithms, from REINFORCE to the frontier. Here's …