Author

Ke-Cheng Qin

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Preprint Sep 2026

A Tendon-Driven Robotic Jellyfish with Constrained Soft Actuation and Depth Control via Reinforcement Learning

Jellyfish-inspired robots offer a compliant and efficient approach to underwater locomotion, but achieving large deformation together with repeatable actuation and closed-loop control remains challenging. In this work, we present a tendon-driven robotic jellyfish with constrained soft actuation. Each actuator combines...

Jia-Rui Peng, Yu-Tong Wu, Ze-Long Wang et al. · 0 citations

Preprint Sep 2026

A Support-Enhanced Granular-Jamming Gripper for RL-based Grasping with Continuum Manipulators

Continuum manipulators provide dexterous motion in confined spaces, but structural compliance, hysteresis, and load-dependent deformation leave residual position and orientation errors that can undermine reliable contact with rigid grippers. To address this limitation, this paper presents a lightweight support-enhanced...

Dan-Yu Liu, Tian-Lin Zhang, Wei Chen et al. · 0 citations