Perturbation-Based Uncertainty for Failure Detection in Vision-Language-Action Models
arXiv:2606.20754v1 Announce Type: new Abstract: Vision-Language-Action (VLA) models have shown strong performance in robotic manipulation, but reliable uncertainty quantification remains challenging,