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Watch Online - Seminar: A Machine Learning Approach to Modeling Human Interaction with Autonomous Systems

Missy Cummings

[video:https://www.youtube.com/watch?v=4wgI3ycJUUg]Update: Watch the seminar
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Missy Cummings - Director, Humans and Autonomy Laboratory, Duke University
Thursday, Jan. 31, 2019 | DLC | 4:45 P.M.
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Abstract: There is significant interest in the development and deployment of safety-critical technologies with embedded autonomy. However, most of these systems require some form of human interaction, whether it is humans supervising these systems like a drone operator, or people working in and around the system, such as pedestrians and driverless cars. This talk will describe an unsupervised learning approach to modeling human interaction with autonomous systems and how such models can be used to diagnose system design issues.

Bio: Mary L. 鈥淢issy鈥 Cummings is the director of the Humans and Autonomy Laboratory at Duke University. She received her bachelor鈥檚 degree in mathematics from the U.S. Naval Academy in 1988, her master鈥檚 in space systems engineering from the Naval Postgraduate School in 1994 and her PhD in systems engineering from the University of Virginia in 2004. A naval officer and military pilot from 1988鈥99, she was one of the U.S. Navy鈥檚 first female fighter pilots. She is also a member of the U.S. Department of Transportation鈥檚 advisory committee on autonomous transportation, a fellow for the American Institute for Aeronautics and Astronautics and a member of the Board of Directors for Veoneer, Inc. Her research interests include human supervisory control, human鈥搖nmanned vehicle interaction, human鈥揳utonomous systems collaboration, human鈥搑obot interaction, human systems engineering and the ethical and social impact of technology.