Quality over Quantity: Demonstration Curation via Influence Functions for Data-Centric Robot Learning

Haeone Lee, Taywon Min, Junsu Kim +4

Learning from demonstrations has emerged as a promising paradigm for end-to-end robot control, particularly when scaled to diverse and large datasets. However, the quality of demon…