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Sihan Chen

المنشورات 2

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Can a Robot Read Braille? - Learning to Adapt Contact via Imitation Learning for Tactile Braille Recognition

Xi Chen, Yunlong Shan, Sihan Chen وآخرون · 2026

For people who are blind, touch provides an essen-tial channel for accessing written information through Braille. Bringing a similar capability to robots requires them not only to recognize tactile patterns, but also to actively establish physical contact that makes those patterns readable. Yet existing robotic Braille …

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CALM: Current Aligned Link Manipulation for Single Arm Oversized Object Lifting

Jun Hu, Sihan Chen, Kosta Jovanovic وآخرون · 2026

Most robots manipulate objects solely with their end effectors, whereas humans flexibly leverage different body parts, such as the forearm and elbow, especially when handling oversized objects. Learning such whole-arm manipulation is chal-lenging due to long-horizon sparse rewards, limited contact sens-ing, and the sim …

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