ECE 586

Fall 2023 Part of Term 1

Part of Term 1
Aug 21-Dec 6

Topics in Decision and Control

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Credit: 4 hours.

Lectures and discussions related to advanced topics and new areas of interest in decision and control theory: hybrid, sampled-data, and fault tolerant systems; control over networks; vision-based control; system estimation and identification; dynamic games.

May be repeated up to 12 hours within a term, and up to 20 hours total for the course. Credit towards a degree from multiple offerings of this course is not given if those offerings have significant overlap, as determined by the ECE department. Prerequisite: As specified each term. It is expected that each offering will have a 500-level course as prerequisite or co-requisite.

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ECE 586 class schedule data for fall 2023
	CRN	Type	Section	Time	Day	Location	Instructor	Section Details
	68114	Lecture	BH	9:30AM -10:50AM	TR	2015 Electrical & Computer Eng Bldg	Hu, B	Part of Term: 1 Date Range: 08/21/23-12/06/23 Credit: 4 hours Section Title: Interplay Between Control & ML Section Info: Interplay Between Control and Machine Learning Advanced graduate course focuses on interplay between control and machine learning. The first half of the course focuses on tailoring control tools to study algorithms and neural network structures in large-scale machine learning. In the second half of the course, students will study how to combine reinforcement learning and model-based control methods for control design problems. Prerequisites: ECE 515 (Control System Theory & Design) Restriction(s): Restricted to Graduate - Urbana-Champaign.