When, Where, and What to Correct: Human-Guided Adaptive Residual Correction for Robot Policies.

arXiv:2610.37547v1 Announce Type: cross Abstract: Imitation policies that reliably execute most of a manipulation trajectory can still fail in localized regions requiring last-mile precision. Updating the full policy or exploring residual actions everywhere tr