The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types

Gaurav R. Ghosal, Matthew Zurek, Daniel S. Brown +1

When inferring reward functions from human behavior (be it demonstrations, comparisons, physical corrections, or e-stops), it has proven useful to model the human as making noisy-r…