Bahare Kiumarsi
Contact Information
Phone:
(517) 884-8833
Email:
kiumarsi@msu.edu
Assistant Professor
Electrical and Computer Engineering
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
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.
