ValueFormer: Stage-Aware Value Labels for Online Failure Detection and VLA Post-Training.

arXiv:2608.02958v2 Announce Type: replace-cross Abstract: Generalist vision-language-action (VLA) policies now transfer to new scenes with little task-specific training, but they still fail silently: from the action stream alone, a collapsing rollout looks muc