J-KICS

Terminal Mobility Prediction for Deep Reinforcement Learning-Based Handover Optimization in Non-Terrestrial Networks

Junyoung Kim Huiyeon Jang In-Sop Cho Minsu Shin Soyi Jung

Vol. 50, No. 5, pp. 728-740, May 2025

10.7840/kics.2025.50.5.728

Non-terrestrial Networks

LEO satellites communication

Handover

Deep Reinforcement Learning

A Study on Highway Driving Decision Making with Hybrid Action for Autonomous Vehicles Using Deep Reinforcement Learning

Seongjun Kim Kyu-min Shin Jun-seo Jeon Ji-yoon Bang Junyoung Kim
Soyi Jung
Vol. 49, No. 12, pp. 1671-1684, Dec. 2024

10.7840/kics.2024.49.12.1671

Autonomous Driving

Deep Reinforcement Learning

Deep Reinforcement Learning Based Adaptive Synthetic Aperture Radar Image Filtering Algorithm

Tae-Yoon Kim Soyi Jung Jae-Hyun Kim
Vol. 48, No. 2, pp. 172-175, Feb. 2023

10.7840/kics.2023.48.2.172

Low Earth Orbit (LEO)

Synthetic Aperture Radar (SAR)

Speckle Image Filtering

deep reinforcement learning (DRL)

buffer state

Deep Learning-Based Auction Algorithms and the Applications to Data Science Platforms

Soyi Jung Jae-Hyun Kim
Vol. 46, No. 3, pp. 532-535, Mar. 2021

10.7840/kics.2021.46.3.532

Wireless Caching Algorithm Based on User’s Context in Smallcell Environments

Hyun Ki Jung Soyi Jung Dong Hak Lee Seung Que Lee Jae-Hyun Kim

Vol. 41, No. 7, pp. 789-798, Jul. 2016

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Terminal Mobility Prediction for Deep Reinforcement Learning-Based Handover Optimization in Non-Terrestrial Networks

A Study on Highway Driving Decision Making with Hybrid Action for Autonomous Vehicles Using Deep Reinforcement Learning

Deep Reinforcement Learning Based Adaptive Synthetic Aperture Radar Image Filtering Algorithm

Deep Learning-Based Auction Algorithms and the Applications to Data Science Platforms

Wireless Caching Algorithm Based on User’s Context in Smallcell Environments

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Terminal Mobility Prediction for Deep Reinforcement Learning-Based Handover Optimization in Non-Terrestrial Networks

A Study on Highway Driving Decision Making with Hybrid Action for Autonomous Vehicles Using Deep Reinforcement Learning

Deep Reinforcement Learning Based Adaptive Synthetic Aperture Radar Image Filtering Algorithm

Deep Learning-Based Auction Algorithms and the Applications to Data Science Platforms

Wireless Caching Algorithm Based on User’s Context in Smallcell Environments

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