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Panfeng Huang

2 papers indexed

arxivcs.ROcs.HC2026-07-31

STAGE: STyle-controllable Action GEneration for personalized autonomous driving

Zihao Liu, Xing Liu, Yizhai Zhang, Panfeng Huang

Driving style refers to the behavioral preferences that drivers maintain during driving, shaped by their diverse experiences, habits, and needs, and is typically reflected in varying levels of aggressiveness. If humans choose to use autonomous driving systems, they would expect t…

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arxivcs.RO2026-06-29

Data-Driven Modeling and Control for Tethered Space Systems with Koopman-Informed Graphs

Ao Jin, Yifeng Ma, Panfeng Huang, Fan Zhang

Modeling tethered space systems is critical for advanced orbital operations. Flexible components such as tethers and space nets are integral to these systems but present significant control challenges due to their high dimensional, strongly coupled, and nonlinear dynamics. While…

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