Understanding Multimodal Failure in Action-Chunking Behavioral Cloning

Lorenzo Mazza, Massimiliano Datres, Ariel Rodriguez +3

Behavioral cloning becomes difficult when the same observation admits several valid actions. We study this problem for action-chunking policies and show that different multimodal p…