Preprint Open access
PHASE: Compliance-Enabled Tactile Phase Retrieval for Few-Shot Insertion Learning
Contact-rich assembly tasks such as peg-in-hole insertion remain difficult to learn from limited demonstrations. While retrieval-augmented imitation learning, which augments target demonstrations with relevant prior data, offers a promising direction, its applicability to contact-rich manipulation remains largely unexp …