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Jaeyoung Lee  

 

Postdoctoral Fellow (2015.9.1~present)

Reinforcement Learning and Artificial Intelligence Lab.,

Department of Computing Science, University of Alberta, Edmonton, AB, Canada.

 

(Contact Information)

Address: 408 Athabasca Hall, University of Alberta, Edmonton, AB, Canada T6G 2E8.

Mobile.: +1-587-597-8677.

E-Mail: jyounglee@ualberta.ca.

 

Education

Ph.D. in Electrical & Electronics Engineering, Yonsei University, Seoul, South Korea, 2015

(Area of Specialization: Reinforcement Learning and Optimal Control, click here for Ph. D. dissertation).

 

B.E. in Information & Control Engineering, Kwangwoon University, Seoul, Korea, 2006

(Major: Information & Control Engineering,  Minor: Electronic Engineering).

 

Area of Specialization

 

Current Research Interests

1. Reinforcement Learning and Dynamic Programming in Continuous Time and Space

1) Policy iteration and reinforcement learning (e.g., TD learning and off-policy methods) in stochastic/deterministic environment;

2) Off-policy and generalized policy iteration methods for reinforcement learning and optimal control;

3) Adaptive optimal control by reinforcement learning and dynamic programming.

2. Systems and Control (theory and its applications to real-world problems)

1) Theory (e.g., regarding stability and optimality) on adaptive optimal control of dynamic systems;

2) Multi-agent systems and control with distributed consensus, and its applications to autonomous multi-vehicles and robotics.

 

Pulication Lists  | Data & Supplements related to the Pulications

Curriculum Vitae

Presentation Slides and Posters

Study Materials of the Math Textbook:

Folland G. B., Real analysis: modern techniques and their applications. John Wiley & Sons, 2013.