RL: Tricks of the Trade

Getting RL to work is hard. Collecting some tricks here.

🧮 math
Table of Contents

Raw collection of random things I’ve read around for better RL but now forgotten the sources. Hopefully, I can refine this sometime.

Deadly triad


Optimistic initializations - initialize to upper bound of Q-values