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  • ECE Seminar: Learning-Based Distributed Control

ECE Seminar: Learning-Based Distributed Control

    College of Engineering

    Online Webinar given by Dr. Vijay Gupta, Professor at the School of Electrical and Computer Engineering of Purdue University.

    Abstract: Distributed control is a classical research topic. While a rich theory is available, some assumptions such as availability of subsystem dynamics and topology and the subsystems following the prescribed controllers exactly have proven difficult to remove. An interesting direction in recent times to get away from these assumptions has been the utilization of learning for control. In this talk, we consider some problems in control design for distributed systems using learning. Our core message is that utilizing control-relevant properties in learning algorithms can not only guarantee concerns such as stability, performance, safety, and robustness that are important in control of physical systems, but also help with issues such as data sparsity and sample complexity that are concerns during the implementation of learning algorithms.

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    Additional Info

    Created By: College of Engineering
    Open To: Public
    Type: Seminar // Workshop / Webinar

    File Attachments

    SeminarAnnouncement_Oct23_2024.pdf

    PDF icon SeminarAnnouncement_Oct23_2024.pdf

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