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Kyungjae Lee
Kyungjae Lee
Assistant Professor
Department of Statistics
Korea University
I am currently an assistant professor in the Department of Statistics at Korea University, Seoul. Prior to this, I served as an assistant professor in the Department of Artificial Intelligence at Chung-Ang University (2021–2024). Before then, I earned my B.S. in Electrical Engineering and Computer Science from Seoul National University in 2015, followed by a Ph.D. in Electrical and Computer Engineering from the same university in 2021 under the supervision of Prof. Songhwai Oh.
Research Interests
Research Interests
Artificial Intelligence
Black-Box Optimization
Multi-Armed Bandit, Combinatorial Bandit, Monte-Carlo Tree Search
Reinforcement Learning
Model-Free, Model-Based, and Multi-Agent RLs
Causal Inference / Causal Reinforcement Learning
Uncertainty Estimation
Robotics
Planning / Geometric Reasoning
Object Manipulation (Mobile Manipulation)
Indoor Autonomous Navigation
Teaching
Teaching
2021, 2022, 2023 Basic Programming with Python (기초프로그래밍, Python)
2022, 2023 Probability Theory (확률론)
2023 Reinforcement Learning (강화학습)
2021, 2022 Artificial Intelligence Convergence (AI융합특강 - 강화학습)
2021, 2022,2023 Open Source Software (오픈 소스 SW)
2021 Introduction to Artificial Intelligence (인공지능개론)
Awards and Honors
Awards and Honors
Silver Medal, Samsung Humantech Paper Award 2018
Best Conference Paper Finalist, ICRA 2016
Microsoft Autonomous Mobile Robot Navigation Contest, Microsoft 2014
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