Confidence-Gated Robot Autonomy: When Does Uncertainty Actually Help?

Johannes A. Gaus, Jhon P. F. Charaja, Daniel Haeufle

Robotic systems often use predictive uncertainty to decide whether to act autonomously or defer to a fallback policy. In threshold-gated autonomy, uncertainty matters mainly throug…