Article
Learning Bimanual Laparoscopic Appendectomy Without Robot-Collected Demonstrations, Validated on Live Animals
arXiv cs.RO
The paper proposes an end-to-end pipeline that uses an instrument-state logger mounted on the shaft of a standard laparoscopic instrument (combining inertial, time-of-flight, and Hall sensors, with no external camera or tracker) to capture the instrument pose and jaw state during a surgeon's operation, which is then used to train a surgical robot policy and validated on live animals.
Part of the event: Bimanual surgical robot performs appendectomy in live rabbits without robot demonstrations
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