Yeong-Jun Seok

According to our database, Yeong-Jun Seok authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Hierarchical Deep Reinforcement Learning-Based Partial Task Offloading in Device-Edge-Cloud Computing Architecture.

Ihsan Ullah, Hyun-Kyo Lim, Yeong-Jun Seok, Youn-Hee Han

IEEE Trans. Consumer Electron., February, 2026

2025

Deep Reinforcement Learning-Driven Optimization of End-to-End Key Provision in QKD Systems.

Yeong-Jun Seok, Ju-Bong Kim, Youn-Hee Han, Hyun-Kyo Lim, Chankyun Lee, Wonhyuk Lee

J. Netw. Syst. Manag., April, 2025

Accelerating Convergence in Distributed Reinforcement Learning via Asynchronous PPO.

Asel Nurlanbek Kyzy, Chang-Hun Ji, Yohan Choi, Yeong-Jun Seok, Ihsan Ullah, Youn-Hee Han

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2025

2024

Graph-Powered Reinforcement Learning for Intelligent Task Offloading in Vehicular Networks.

Ihsan Ullah, Hyun-Kyo Lim, Yeong-Jun Seok, Naeem Ul Islam, Chang-Hun Ji, Youn-Hee Han

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

2023

Optimizing task offloading and resource allocation in edge-cloud networks: a DRL approach.

Ihsan Ullah, Hyun-Kyo Lim, Yeong-Jun Seok, Youn-Hee Han

J. Cloud Comput., December, 2023

2022

Optimal Task Offloading with Deep Q-Network for Edge-Cloud Computing Environment.

Ihsan Ullah, Hyun-Kyo Lim, Yeong-Jun Seok, Youn-Hee Han

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022