Automated Suturing Tasks Based on Demonstrations: Simulation Study

The author develops an open-source surgical simulation environment to train a Learning from Demonstration algorithm for autonomous suturing, focusing on needle trajectory generality. The core argument is the successful integration of Dynamic Movement Primitives and Locally Weighted Regression in automating suturing tasks.