2025
Data Retrieval with Importance Weights for Few-Shot Imitation Learning
CoRL 2025oral
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 retrieval-based imitation learning, which extr…