Logging in Reinforcement Learning Frameworks – What You Need to Know

Logging is often a significant issue, as frameworks have different approaches to it. In this article I’ll show you how logging is implemented in popular reinforcement learning frameworks.

How to Make Sense of the Reinforcement Learning Agents? What and Why I Log During Training and Debug

Based on simply watching how an agent acts in the environment it is hard to tell anything about why it behaves this way and how it works internally. That’s why it is crucial to establish metrics that tell WHY the agent performs in a certain way.