Dongwook Lee
Hey! š Iām a fourth year undergraduate student at Seoul National University studying computer science. Iām deeply interested in reinforcement learning and guiding š¤ agents to survive in uncertain environments. Plus, Iām also very interested in multi-domain topics, especially in the fields of image š¼ļø and text š processing.
Current Affiliation
Vision & Learning Lab(Supervisor: Prof. Gunhee Kim), SNU.
[1 Gwanak-ro, Gwanak-gu, Seoul 08826, Korea]
Contact
dwsmart32@snu.ac.kr
Major
Department of Naval architecture and Ocean Engineering
Department of Computer Science and Engineering
Research Interests
My research focuses on the field of reinforcement learning (RL) and multimodal domain. Currently, my primary attention is directed towards offline reinforcement learning (Offline RL) and generalization.
Education
Seoul National University, Korea
B.S. in Naval Architecture and Ocean Engineering
B.S. in Computer Science
Mar.2016 - Present
Peking University, China
Exchange Student in Engineering College
Jan.2022 - Jan.2023
Experience
Intern Researcher in Reinforcement Learning
Jan.2023 - Present
Intern Researcher in Multimodal Domain
Conducted research to enhance fine-grained classification performance by utilizing sound, image, and text modalities in the multimodal domain.
Oct.2022 - Jan.2023
Remote Exam Supervision Program Team Intern
Developed an application to facilitate remote exams and monitor students for abnormal behavior or objects using a real-time tracking model.
The application was built for Android OS using Java, with SSD AI models implemented for video object tracking.
Sep.2021 - Dec.2021
Propulsion Design R&D Team Intern
Introduced a process to visualize a propeller for a commercial container ship using C++ and the company's data.
Analyzed the efficiency of different propeller shapes for sailing commercial containers.
Jul.2020 - Aug.2020
Military Service | Air-force, Korea
Jan.2018 - Jan.2020