Andre Keyser

Prepare before You Act: Learning from Humans to Rearrange Initial States

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 instance, when the target object is in a previously unseen position or occluded by other objects. In these cases, extensiv…