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Adabhav Singh

2 accepted papers

2026

Learning to Design Soft Hands Using Reward Models

ICRA 2026poster

Soft robotic hands promise to provide compliant and safe interaction with objects and environments. However, designing soft hands to be both compliant and functional across diverse use cases remains challenging. Although co-design of hardware and control better couples morphology to behavior, the re…

2025

Co-Design of Soft Gripper with Neural Physics

CoRL 2025poster

For robot manipulation, both the controller and end-effector design are crucial. Compared with rigid grippers, soft grippers are more generalizable by deforming to different geometries, but designing such a gripper and finding its grasp pose remains challenging. In this paper, we propose a co-design…

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