V-VLAPS: Value-Guided Planning for Vision-Language-Action Models

Ke Ren, Ali Salamatian, Kieran Pattison +1

Vision-language-action (VLA) models provide strong action priors for robotic manipulation, but their reactive behavior can fail under distribution shift and long-horizon task struc…