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

Zechen Wang, Zhenqi Qiu, Houlong Xiong +8

Human-collected robot manipulation data often mix successful behavior with retries, pauses, recoveries, and failures. Advantage-Conditioned Behavior Cloning (AC-BC) can exploit suc…