SurgVIL: Scaling Surgical Robot Imitation Learning with Open-source Surgical Videos

Xinhao Chen, JuoTung Chen, Nigel Nelson +4

Learning-based surgical robot autonomy requires large-scale demonstrations with synchronized videos and robot actions, but such data are exceedingly rare in clinical or realistic t…