← Search

Yunqi Huang

4 accepted papers

2026

Touch with Insight: Physics-Aware Data-Driven Learning for EIT-Based Tactile Sensing

ICRA 2026poster

Tactile sensing is essential for enabling dexterous robotic manipulation, yet estimating contact states such as location and force from high-dimensional sensor measurements remains challenging due to noise and complex nonlinear mappings between raw signals and physical interaction states. In this wo…

Cited by 0Scholar
2026

Visual Proprioception and Contact Prediction for Soft Robotic Arms Using Onboard Sensing and Generative Models

RA-L 2026

Soft continuum robots possess inherent compliance and ensure safe interactions. Whilst advantageous, their high degrees of freedom pose significant challenges for estimating the robot's configuration and sensing external contacts. Existing analytical methods rely on finite state-representations that

Cited by 0SourceScholar
2024

Predicting Interaction Shape of Soft Continuum Robots using Deep Visual Models

IROS 2024poster

Soft continuum robots, characterized by their inherent compliance and dexterity, are increasingly pivotal in applications requiring delicate interactions with the environment such as the medical field. Despite their advantages, challenges persist in accurately modeling and controlling their shape du…

Cited by 3SourceScholar