My name is Guhyeon Kang.
I'm a graduate student in Brain and Machine Intelligence Lab. (BMIL), Sunkyunkwan University, Suwon, Republic of Korea
My reserch topic is Reinforcement Learning. In detail, the decision-making system for autonomous driving.
Deep Reinforcement Learning
Multi agent RL
Offline RL
Autonomous Driving
Sunkyunkwan University, Suwon, Republic of Korea
M.S., Dept. of Electrical and Computer Engineering (Mar. 2026~Present)
B.S., School of Electronic Engineering (Mar. 2021 ~ Feb. 2025)
[2025.02] Our domestic journal article "Offline Reinforcement Learning Based Autonomous Driving on Complex Roads with On-Ramp Merging and Bottleneck," has been accepted to The Transactions of the Korean Society Automotive Engineers (T-KSAE).
[2024.11] Won the Top Excellence Award of Soongsil Patent Competition, Soongsil University.
[2024.11] Our domestic conference paper "Deep Reinforcement Learning Based Autonomous Driving Strategy for On-Ramp Merging and Bottleneck Traffic Scenarios" has been chosen as the best paper in the Korean Society of Automotive Engineers (KSAE).
[2024.11] Our domestic conference paper "Autonomous Driving Strategy Using Offline Reinforcement Learning with Diverse Quality Driving Datasets" has been chosen as the best paper in the Korean Society of Automotive Engineers (KSAE).
[2024.10] Won the Dean's Award in the Senior Design Competition at Soongsil University.
[2024.08] Won the Encouragement Award in the 2024 University Student Deep Learning-Based AI Competition for Unmanned Store Product Recognition, Seoul National University
[2024.06] Won the Corporate Sponsorship Award in Undergraduate Idea Competition, (KICS)
[2024.06] Won the Encouragement Award in the Undergraduate Paper Competition, (KICS)
[2018.03.] Undergraduate Admission, Department of Electronics and Electrical Engineering, Soongsil University, Seoul, South Korea.