Minwoo (Jake) Lee

Education: Ph.D. in Computer Science, Colorado State University

Courses Taught:

• DSBA 6010/ITCS 6050/8050 – Deep Reinforcement Learning
• DSBA 6165 – Artificial Intelligence and Deep Learning
• DSBA 6156 – Applied Machine Learning
• ITCS 5156 – Applied Machine Learning
• ITCS 6156/8156 – Machine Learning
• ITCS 3156 – Introduction to Machine Learning
• ITCS 3153 – Introduction to Artificial Intelligence
• ITCS 6010/8010 – Reinforcement Learning

Biography:

Dr. Minwoo Lee is a professor in the Department of Computer Science at the University of North Carolina at Charlotte, where he also co-directs the Charlotte Machine Learning Lab (CharmLab). He is a member of the Center for AI4Health and a cofounder of the Center for TAIMing AI.

Dr. Lee’s research centers on machine learning, with a particular emphasis on reinforcement learning. His work spans a range of topics, including interpretability, transfer learning, sparse learning, multi-agent systems, fine-grained policy control, and robust knowledge augmentation. Currently, his research focuses on developing machine learning algorithms for reinforcement learning, with recent efforts aimed at analyzing learning behavior through sparse Bayesian learning.

Personal Website: https://webpages.charlotte.edu/mlee173