Bahare Kiumarsi
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Associate Professor
Biography
Bahare Kiumarsi is an Assistant Professor with the Department of Electrical and Computer Engineering at Michigan State University. Prior to joining Michigan State University, she was a Postdoctoral Research Associate at University of Illinois at Urbana-Champaign. Her current research interests include machine learning in control, security of cyber-physical systems, game theory, and distributed control of multi-agent systems.
Education
- Ph.D., Electrical Engineering, University of Texas at Arlington, 2017
- M.S., Electrical Engineering, Ferdowsi University of Mashhad, 2013
Research Interests
- Machine Learning in Control
- Security of Cyber-Physical Systems
- Game Theory
- Distributed Control of Multi-Agent Systems
ResearchGate
Selected Publications
- B. Kiumarsi, F. L. Lewis, H. Modares, A. Karimpour, and M. B. Naghibi-Sistani, "Reinforcement Q-learning for Optimal Tracking Control of Linear Discrete-time Systems with Unknown Dynamics," Automatica, vol. 50, no. 4, pp. 1167-1175, 2014.
- B. Kiumarsi, F. L. Lewis, and Z. P. Jiang, "H-inf Control of Unknown Linear Discrete-time Systems Using Off-policy Reinforcement Learning," Automatica, vol. 78, pp. 144-152, 2017.
- B. Kiumarsi and F. L. Lewis, "Output Synchronization of Heterogeneous Discrete-time Systems: A Model-free Optimal Approach," Automatica, vol. 84, pp. 86-94, 2017.
- B. Kiumarsi, K. Vamvoudakis, H. Modares, and F. L. Lewis, "Optimal and Autonomous Control Using Reinforcement Learning: A Survey," IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 6, pp. 2042-2062, 2018.
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News
More than $1M to advance evaluation tools for software and power systems
Spartan Engineers are among the top researchers at Michigan State University for producing commercialization and innovative discoveries. Two new grants, totaling more than $1 million, are adding to MSU’s ability to build the economy and generate jobs for Michigan and the Midwest.
Eight faculty honored for distinguished service to students
Spartan Engineering students in the MSU College of Engineering have again nominated their favorite faculty members for the highly prized annual Withrow Teaching Excellence Awards. The teaching distinction is for distinguished service to the university and the student body.
Congratulations: 2023 Engineering and Withrow Award winners
The Michigan State University College of Engineering will recognize 17 top faculty and staff members for excellence in service and distinguished contributions during the 33rd Annual Engineering Awards. The honors are among the college’s most prestigious and will be presented on Wednesday, March 22, at 5:30 p.m. at the University Club.