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A Safe Action Is Not Enough: Feasible-Future Decoding for Vision-Language-Action Policies
A safe action is not necessarily a viable one. Under a frozen vision-language-action (VLA) policy, an action can be likely and locally admissible yet leave no policy-supported route to safe task completion. We call this the feasibility-likelihood gap: likelihood ranks the current action, whereas fea
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