ProbeAct: Probe-Guided Training-Free Failure Recovery in Vision-Language-Action Models

Fan Zhang, Seongbin Park, Baharan Mirzasoleiman +2

Vision-Language-Action (VLA) models demonstrate strong perfor-1 mance on language-conditioned robotic manipulation within their training dis-2 tribution, yet their generalization c…