Research
I'm interested in human-robot interaction, assistive technologies, machine learning and reinforcement learning. My research focuses on how we can develop human-robot systems that lead to successful assistive interactions.
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Helping People Through Space and Time: Assistance as a Perspective on Human-Robot Interaction
Benjamin A. Newman, Reuben Aronson, Kris Kitani, and Henny Admoni
Frontiers in Robotics and AI (accepted), 2021
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We define assistance as a perspective on human-robot interaction and provide cross-domain design axes that are critical to consider when developing assistive robotics. We support these through a broad review of recent assistive robotics research.
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HARMONIC: A Multimodal Data Set of Assistive Human-Robot Collaboration
Benjamin A. Newman*, Reuben Aronson*, Kris Kitani, and Henny Admoni
IJRR, 2021
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Project Page
We present a multi-modal dataset of eye gaze, joystick activation, egocentric video, robot motion, and arm electromyography taken during a human-robot co-manipulation task under varying degrees of robotic assistance.
* denotes equal contribution
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Examining the Effects of Anticipatory Robot Assistance on Human Decision Making
Benjamin A. Newman*, Abhijat Biswas*, Sarthak Ahuja, Siddharth Girdhar, Kris Kitani, and Henny Admoni
ICSR, 2020
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We explore how robot motion that is expressed in advance of an expected phenomenon (e.g. a robot reaching for an object it expects the user will want) affects the eventual decision the person makes.
* denotes equal contribution
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Visual Assistance for Object-Rearrangement Tasks in Augmented Reality
arXiv, 2020
Benjamin A. Newman, Kevin Carlberg, and Ruta Desai
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We examine how presenting users with optimal routing assistance through a visual display would affect their ability and sense of agency when completing a complex object rearrangement task.
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In-Sight: Tension-Based Haptic Feedback to Improve Navigation for People who are Blind
Alexander Baikovitz*, Jonathan Duffy*, Zachary Sussman*, Benjamin A. Newman, and Henny Admoni
CHI 2019 Workshop on Hacking Blind Navigation, 2019
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We develop a portable haptic device that aids visually impaired users navigte in real world environments.
* denotes equal contribution
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Global and Local Statistical Regularities Control Visual Attention to Object Sequences
Alexa Romberg, Yayun Zhang, Benjamin A. Newman, Jochen Triesch, and Chen Yu
ICDL Epi-Rob, 2016
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We study how cross-situational statistics drive visual attention. Specifically, we examine how attention differs towards objects that are displayed infrequently versus those that are displayed frequently.
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Hand-Eye Coordination Primitives for Assistive Robotic Co-Manipulation
Benjamin A. Newman, Kris Kitani, and Henny Admoni
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We attempt to discover joint hand and eye gaze primitives for human robot co-manipulataion in an assisted eating task that could be useful for user goal recognition.
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Thank you Jon Barron for creating and open-sourcing a fantastic website!
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