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Junchul Gwak

2 accepted papers

2026

A Passivity-Based Framework for Dynamic Arbitration between Trajectory and Force Tracking Using Human Demonstration

ICRA 2026poster

Learning from Demonstration (LfD) for contact-rich tasks faces a fundamental challenge: arbitrating between tracking a demonstrated trajectory and reproducing an interaction force. This paper introduces a novel one-shot LfD framework that resolves this conflict by leveraging the operator's grip forc…

Cited by 0Scholar
2025

A New Systematic Inverse Design Method of Pneumatic Soft Actuator for Precise Motion

RA-L 2025

This study presents a design method for pneumatic soft actuators, guaranteeing precise actuator kinematics. Unlike conventional soft actuator designs, which rely on trial-and-error or heuristic modeling, our approach allows direct inverse derivation of uninflated actuator geometry from the desired p

Cited by 1SourceScholar