Gyeongjun Kim

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Traffic Signal Control

Reward Function

Surveillance Videos

Top Venues

Comput. Aided Civ. Infrastructure Eng.

Appl. Soft Comput.

Publications

Gyeongjun Kim, Jiwon Kang, Keemin Sohn
A meta-reinforcement learning algorithm for traffic signal control to automatically switch different reward functions according to the saturation level of traffic flows. Comput. Aided Civ. Infrastructure Eng. 38 (6) (2023)
Gyeongjun Kim, Keemin Sohn
Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner. Appl. Soft Comput. 119 (2022)
Byeonghyeop Yu, Johyun Shin, Gyeongjun Kim, Seungbin Roh, Keemin Sohn
Non-Anchor-Based Vehicle Detection for Traffic Surveillance Using Bounding Ellipses. IEEE Access 9 (2021)
Byeonghyeop Yu, Johyun Shin, Gyeongjun Kim, Seungbin Roh, Keemin Sohn
Non-anchor-based vehicle detection for traffic surveillance using bounding ellipses. CoRR (2020)
Gyeongjun Kim, Keemin Sohn
Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner. CoRR (2020)