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Author

Kai Stewart

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Preprint Sep 2026

Rapid Learning of Dexterous In-Hand Pen Writing through Real-Time Jacobian Estimation

This research presents an embodied control approach based on real-time task Jacobian estimation of the combined hand and object system on the physical robot and showcases an alternative to compute- and data-heavy approaches such as RL and IL for achieving dexterous manipulation through computationally simple and data-e...

Kai Stewart, Yasunori Toshimitsu, Robert K. Katzschmann · 0 citations

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