A Safe Action Is Not Enough: Feasible-Future Decoding for Vision-Language-Action Policies.

arXiv:2610.05166v2 Announce Type: replace Abstract: A safe action is not necessarily a viable one. A frozen vision-language-action (VLA) policy can favor a locally admissible move that leaves no policy-supported route to safe task completion. We call this the