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MEMS Seminars: Safe Learning‐Enabled Autonomous Systems under Complex Specifications

Apr 1

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Thursday, April 1, 2021 - 9:00am to 10:00am

Lars Lindermann

Presenter

Lars Lindemann, Postdoctoral Researcher

MEMS Seminar Presents Lars Lindemann, University of Pennsylvania "Safe Learning‐Enabled Autonomous Systems under Complex Specifications" ZOOM virtual seminar: https://duke.zoom.us/j/92198765486 Intelligent and autonomous systems promise to impact future applications such as autonomous driving, smart home technologies, and human-assisted robotics. Over the past years, there has been tremendous success in the development of autonomous systems, which has especially been accelerated by computationally-driven advances in machine learning. These advances, however, have raised new fundamental questions concerning the safety and reliability of these increasingly complex systems that often operate in unknown and highly unstructured environments. In this seminar, I will provide new insights and exciting opportunities to address these challenges.