Amber Xie

Data Retrieval with Importance Weights for Few-Shot Imitation Learning

2025 · arXiv (Cornell University)

While large-scale robot datasets have propelled recent progress in imitation learning, learning from smaller task specific datasets remains critical for deployment in new environments and unseen tasks. One such approach to few-shot imitation learning is …