ALIGN: Aligning Condition Estimation and Expression in Advantage-Conditioned Behavior Cloning.

arXiv:2610.26455v1 Announce Type: cross Abstract: Human-collected robot manipulation data often mix successful behavior with retries, pauses, recoveries, and failures. Advantage-Conditioned Behavior Cloning (AC-BC) can exploit such mixed-quality data, but only