ECE Seminar: A Machine Learning Approach to Modeling Human Interaction with Autonomous Vehicles
Tuesday, September 18, 2018
12:00 pm - 1:00 pm
Fitzpatrick Center Schiciano Auditorium Side B, room 1466
Mary L. "Missy" Cummings, Director of the Humans and Autonomy Laboratory at Duke University
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.