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Dmitry Berenson

2 papers indexed

arxivcs.RO2026-07-08

STEMbot: A Compliant Robot for Under-Canopy Plant Navigation

Zachary Charlick, Nilay Roy Choudhury, Haoyu Ma, Xiaonan Huang, Dmitry Berenson

The scalability of organic agriculture is partially limited by the labor costs associated with monitoring for pests. While drones and rovers are well-suited for agricultural monitoring from above or next to plants, many pests live on the underside of leaves or on plant stems, mak…

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arxivcs.RO2026-06-27

TAP-VLA: Tactile Annotation Prompting for Vision Language Action Models

Mark Van der Merwe, Mohamad Louai Shehab, Jayjun Lee, Youngsun Wi, Yinpei Dai, Dmitry Berenson, et al.

Vision-Language-Action (VLA) models demonstrate impressive reasoning over visual, semantic, and spatial task variations by leveraging large-scale vision and language pre-training. They remain, however, largely blind to contact forces, which seldom manifest clearly in visual feedb…

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