When to Act: Calibrated Confidence for Reliable Human Intention Prediction in Assistive Robotics

Johannes A. Gaus, Winfried Ilg, Daniel Haeufle

Assistive devices must determine both what a user intends to do and how reliable that prediction is before providing support. We introduce a safety-critical triggering framework ba…