Prepare Before You Act: Learning From Humans to Rearrange Initial States

Yinlong Dai, Andre Keyser, Dylan P. Losey

Imitation learning (IL) has proven effective across a wide range of manipulation tasks. However, IL policies often struggle when faced with out-of-distribution observations; for in…