Jakob K. H. Andersen

Autonomous Bi-Manual Surgical Suturing Based on Skills Learned from Demonstration

We present a novel application of Learning from Demonstration to realize a fully autonomous bi-manual surgical suturing task, including needle pick up, insertion, re-grasping, extraction and hand-over. Surgical action primitives are learned from a single human demonstration and encoded into an actio…