Gyeongjun Kim

机构：Handong Global University, Chung-Ang University · ORCID：0000-0002-6109-5416

发表论文 20 篇 · 总被引 99 次 · h-index 5

代表论文

• A meta–reinforcement learning algorithm for traffic signal control to automatically switch different reward functions according to the saturation level of traffic flows (2022 · Computer-Aided Civil and Infrastructure Engineering · 被引 22)
• Trajectory-based embedding for random coefficients of a theory-based car-following model (2023 · Transportation Research Part C Emerging Technologies · 被引 20)
• Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner (2022 · Applied Soft Computing · 被引 19)
• Non-Anchor-Based Vehicle Detection for Traffic Surveillance Using Bounding Ellipses (2021 · IEEE Access · 被引 17)
• Trajectory-Based Embedding for Random Coefficients of a Theory-Based Car-Following Model (2022 · SSRN Electronic Journal · 被引 5)
• A graph convolutional neural network that dynamically adapts its architecture to input data at inference time to predict the short-term states of traffic (2025 · Engineering Applications of Artificial Intelligence · 被引 4)