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Howard Li

7 accepted papers

2026

Design of an Active Morphable Pneumatic Bilayer Planar Actuator Inspired by Starfish

RA-L 2026

Inspired by the starfish's active deformation to stably adhere to surfaces of different shapes, this paper designs an Active Pneumatic Bilayer Planar Actuator (A-PBPA) for surface morphing. The innovation is threefold: firstly, by replacing the fixed connecting rods between top and bottom layers in

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2026

Quantum Machine Learning and Grover’s Algorithm for Quantum Optimization of Robotic Manipulators

ICRA 2026poster

Optimizing high-degree-of-freedom robotic manipulators requires searching complex, high-dimensional configuration spaces, a task that is computationally challenging for classical methods. This paper introduces a quantum-native framework that integrates Quantum Machine Learning (QML) with Grover's al…

2025

Quantum Machine Learning and Grover's Algorithm for Quantum Optimization of Robotic Manipulators

RA-L 2025

Optimizing high-degree-of-freedom robotic manipulators requires searching complex, high-dimensional configuration spaces, a task that is computationally challenging for classical methods. This paper introduces a quantum-native framework that integrates Quantum Machine Learning (QML) with Grover's al

Cited by 0Source ↗Scholar ↗