Beyond Actions: Learning Future Operation Targets for Vision-Language-Action Models.

arXiv:2610.13212v2 Announce Type: replace-cross Abstract: Actions specify what a robot should execute, but do not describe what those commands will achieve. Vision-language-action (VLA) policies nevertheless learn primarily by predicting action chunks from ima