Frank Chen

Learning Human Utility from Video Demonstrations for Deductive Planning in Robotics

We uncouple three components of autonomous behavior (utilitarian value, causal reasoning, and fine motion control) to design an interpretable model of tasks from video demonstrations. Utilitarian value is learned from aggregating human preferences to understand the implicit goal of a task, explainin