Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring.

arXiv:2605.30834v2 Announce Type: replace-cross Abstract: Vision-Language-Action (VLA) models enable robots to follow natural language instructions and generalize across diverse tasks, but they remain vulnerable to execution failures that compromise reliabilit