Articles with "learning deformation" as a keyword



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Offline-Online Learning of Deformation Model for Cable Manipulation With Graph Neural Networks

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Published in 2022 at "IEEE Robotics and Automation Letters"

DOI: 10.1109/lra.2022.3158376

Abstract: Manipulating deformable linear objects by robots has a wide range of applications, e.g., manufacturing and medical surgery. To complete such tasks, an accurate dynamics model for predicting the deformation is critical for robust control. In… read more here.

Keywords: offline online; graph neural; model; deformation ... See more keywords