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P. Shiakolas

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Open access Sep 2026

DeformGrasp: A Human-Guided and Synthetic Data Framework for Learning-Based Deformable Object Grasping Using Anthropomorphic Robot Hands

An imitation learning framework for developing a model-free behavioral cloning (BC) policy that generates grasp strategies for three-dimensional deformable objects and results demonstrate that contact-driven augmentation and BC can support ARH grasping of three-dimensional deformable objects despite an initial small-nu...

Abdul Hafiz Abdul Rahaman, P. Shiakolas · 0 citations

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