Joshua Ravishankar

Zero-Shot Learning to Enable Error Awareness in Data-Driven HRI

Data-driven social imitation learning is a minimally-supervised approach to generate robot behaviors for human-robot interaction (HRI). However, this type of learning-based approach is error-prone. Existing error detection methods for HRI rely on data labeling, rendering them inappropriate for the data-driven paradig…