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| Introduction to the AI and Manufacturing (AIM) Center at the University of Toronto |
| PROF. LEE, Chi-guhn |
| Department of Mechanical and Industrial Engineering, University of Toronto |
| Dr. Chi-Guhn Lee is a Professor in the Department of Mechanical and Industrial Engineering, the Director of the Global Industrial Technology Cooperation Centre named AI in Manufacturing (AIM), and the Director of the Centre for Maintenance Optimization and Reliability Engineering (C-MORE) at the University of Toronto (UofT).
Dr. Lee has done both theoretical and applied research in dynamic optimization under uncertainty. His theoretical works involve accelerated value iteration algorithm for Markov decision processes, progressive basis-function approximation for value function space, multi-variate Bayesian control chart optimization, and optimal learning using Multi-armed Bandit Model. His interest in application is diverse from supply chain optimization to financial engineering, to dynamic pricing and to healthcare optimization. In the past years, he and his team have actively adopted machine learning algorithms into their research portfolio. In particular, he is currently active in reinforcement learning, inverse reinforcement learning, and deep reinforcement learning.
Dr. Lee received his Ph.D. in the area of Industrial & Operations Engineering from the University of Michigan, Ann Arbor, and joined the University of Toronto faculty in 2001. Prior to his Ph.D. studies, he spent over three years at Samsung SDS in Seoul, Korea, leading a project of re-usable OOP library for fast prototyping of system integration software. He has worked closely with private firms including IBM, General Motors, Magna International, State Grid Corp of China to name a few. He has played various roles in the academic community as well.
Dr. Lee has served as an associate editor for two academic journals: Enterprise Information Systems and International Journal of Industrial Engineering: Theory, Applications and Practice. He also served as a guest editor of Annals of Operations Research. |
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