Soroush Nasiriany

Learning and Retrieval from Prior Data for Skill-based Imitation Learning

2022 · arXiv (Cornell University)

Imitation learning offers a promising path for robots to learn general-purpose behaviors, but traditionally has exhibited limited scalability due to high data supervision requirements and brittle generalization. Inspired by recent advances in multi-task imitation learning, …