The trials and tribulations of training a physical robot with reinforcement learning

This is a follow up to my article “Training a real robot to play Puckworld with reinforcement learning”. In that one, to make it a little punchier, I showed the overview and end results of the project, but left out the insane number of little hurdles and decisions I had to figure out.

So this article will be about those details instead, partly for me to justify the pain, but maybe more charitably to show that for any project with a neat (hopefully?) presentation, there’s probably a harrowing saga of hair-pulling roadblocks behind it. Here, it’s roughly in the order I encountered things. There are lots I’m leaving out too. read more