Learning from the Best: Smoothness-Driven Metrics for Data Quality in Imitation Learning
arXiv:2604.23000v1 Announce Type: new
Abstract: In behavioral cloning (BC), policy performance is fundamentally limited by demonstration data quality. Real-world datasets contain trajectories of varying quality due to operator skill differences, teleo…