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ERI: Redefining Robot Intelligence Through Contact-Level Reflexes and Physical Continual L — NSF Award to Regents of the Universit

This NSF ERI project aims to improve the safety and reliability of robots in tasks that involve physical contact with objects. Today’s robots rely heavily on accurate sensing, such as computer vision, which can fail in low-light or cluttered real-world environments. As sensing errors build up, a robot may think it is i

Award titleERI: Redefining Robot Intelligence Through Contact-Level Reflexes and Physical Continual L
Award ID2552333
AwardeeRegents of the University of Michigan - Dearborn
CityDearborn
StateMI
Amount obligated$198,792
Principal investigatorKarishma Patnaik
ProgramERI-Eng. Research Initiation
Start date06/01/2026
AbstractThis NSF ERI project aims to improve the safety and reliability of robots in tasks that involve physical contact with objects. Today’s robots rely heavily on accurate sensing, such as computer vision, which can fail in low-light or cluttered real-world environments. As sensing errors build up, a robot may think it is in the right place when it is slightly off, causing it to move incorrectly, leading to unintended impacts and preventing reliable grasp or proper alignment of parts. This project ad
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