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Siqi Shang

4 accepted papers

2026

FORTE: Tactile Force and Slip Sensing on Compliant Fingers for Delicate Manipulation

RA-L 2026

Handling fragile objects remains a major challenge for robotic manipulation. Tactile sensing and soft robotics can improve delicate object handling, but typically involve high integration complexity or slow response times. We address these issues through FORTE, an easy-to-fabricate tactile sensing s

Cited by 5SourcecodeScholar
2026

FORTE: Tactile Force and Slip Sensing on Compliant Fingers for Delicate Manipulation

ICRA 2026poster

Handling fragile objects remains a major challenge for robotic manipulation. Tactile sensing and soft robotics can improve delicate object handling, but typically involve high integration complexity or slow response times. We address these issues through FORTE, an easy-to-fabricate tactile sensing s…

2025

ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke

RA-L 2025

Intent inferral on a hand orthosis for stroke patients is challenging due to the difficulty of data collection. Additionally, EMG signals exhibit significant variations across different conditions, sessions, and subjects, making it hard for classifiers to generalize. Traditional approaches require a

Cited by 7SourceScholar
2023

Sampling-based Exploration for Reinforcement Learning of Dexterous Manipulation

RSS 2023poster

In this paper, we present a novel method for achieving dexterous manipulation of complex objects, while simultaneously securing the object without the use of passive support surfaces. We posit that a key difficulty for training such policies in a Reinforcement Learning framework is the difficulty of…

Cited by 42SourcePDFScholar