Autonomous Robotic Peg Transfer in Fundamentals of Laparoscopic Surgery via Constrained Imitation Learning

A constrained imitation learning approach is proposed to enable an autonomous robot to perform peg transfer tasks in Fundamentals of Laparoscopic Surgery, addressing the challenges of manipulating forceps through body surface ports and perceiving depth information from monocular camera images.