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Jingkang Xia

2 accepted papers

2023

Human-Robot Collaboration for Unknown Flexible Surface Exploration and Treatment Based on Mesh Iterative Learning Control

IROS 2023poster

Contact tooling operations like sanding and polishing have been high in demand for robotics and automation, as manual operations are labour-intensive with inconsistent quality. However, automating these operations remains a challenge since they are highly dependent on prior knowledge about the geome…

Cited by 0SourceScholar
2021

Waypoints updating based on Adam and ILC for path learning in physical human-robot interaction

ICRA 2021poster

This paper presents a novel method for learning and tracking of the desired path of the human partner in physical human-robot interaction. Combining the Adam optimization algorithm with iteration learning control (ILC), a path learning method is designed to generate and update reference waypoints ac…

Cited by 10SourceScholar