Andreea Bobu

Berkeley Artificial Intelligence Research
Electrical Engineering and Computer Science
University of California Berkeley
8043-5 Berkeley Way West, 2121 Berkeley Way, Berkeley, CA 94704

I am a Ph.D. student at UC Berkeley, where I work with Anca Dragan in the InterACT Lab. My interests lie at the intersection of machine learning, robotics, and human-robot interaction, with a focus in robot learning with uncertainty. In my research, I tackle ways in which autonomous systems’ models of the world and of other agents (e.g. humans) can go wrong, and improve them for enhanced interaction between people and robots.

I previously received a B.S. in Computer Science and Engineering at MIT in 2017, where I was fortunate to work with Professors Polina Golland and Stefanie Jegelka, and Dr. Adrian Dalca on probabilistic models for medical image analysis.

news

Apr 16, 2021
Feb 28, 2020

Our paper "Dynamically Switching Human Prediction Models for Efficient Planning" was accepted at the IEEE International Conference on Robotics and Automation 2021.

Feb 28, 2020

Our paper "Situational Confidence Assistance for Lifelong Shared Autonomy" was accepted at the IEEE International Conference on Robotics and Automation 2021.

Dec 20, 2019

Our extended abstract "Detecting Hypothesis Space Misspecification in Robot Learning from Human Input" was accepted at the Human-Robot Interaction Pioneers Workshop 2020.

Dec 12, 2019

Thank you Cadence for awarding me the Women in Technology Scholarship!