Publications

Machine learning for real sensor data.

Papers and manuscripts

Under reviewIEEE RA-L 2026

Beyond the End-Effector: Learning Whole-Body Representations for Collision-Aware Manipulation

J. Vakil, A. Boubrit, A. Shaw, E.R. Verma, C. Escobedo, A. Pasricha, C. Kohlbrenner, A. Roncone

An action-chunking transformer policy that adds pre-contact proximity sensing from the whole arm to vision and proprioception.

In preparationRSS 2027

TouchIQ: Online Tactile Adaptation for Robotic Manipulation

A. Boubrit*, A. Shaw*, L. Antieau, W. Xie, M. Feit, A. Roncone, N. Correll · *equal contribution

Low-cost fingertip sensing that lets a robot hand adapt its grasp as it closes on an object.

Acknowledged contribution