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Search: "[ author: Hyun-Kyo Lim ]" (10)
    Study on Deep Reinforcement Learning for Partial Task Offloading in Edge Cloud Network
    Yeongjun Seok, Hyun-kyo Lim, Ihsan Ullah, Youn-Hee HanJournal of Advanced Technology Research, Vol. 7, No. 2, pp. 13-16, Dec. 2022
    10.11111/JATR.2022.7.2.013
    Keywords: IoT, 5G network, Partial Task Off-Loading, Resource Consumption, Delay time, Edge Cloud Computing Systems, Hierarchical Deep Reinforcement Learning, Task Allocation Optimization
    A Study on Task Offloading Scheme Using Deep Q-Network in Edge-Cloud Computing Environment
    Hyun-Kyo Lim, Ihsan Ullah, Youn-Hee HanJournal of Advanced Technology Research, Vol. 7, No. 1, pp. 5-13, Jun. 2022
    10.11111/JATR.2022.7.1.005
    Keywords: Deep Q-Network, Edge-Cloud computing, Resource Allocation, Markov Process, IoT, 5G network
    Study on Reinforcement Learning Algorithm for Efficient Virtual Network Embedding
    Hyun-Kyo Lim, Ju-Bong Kim, Youn-Hee HanJournal of Advanced Technology Research, Vol. 6, No. 2, pp. 10-15, Dec. 2021
    10.11111/JATR.2021.6.2.010
    Keywords: Virtual Network Embedding, Hierarchical Reinforcement Learning, Multi-Agent-based Reinforcement Learning
    Study on Control Performance for Rotary Double Inverted Pendulum
    Chanhun Ji, Hyun-Kyo Lim, Joo-Seong Heo, Youn-Hee HanJournal of Advanced Technology Research, Vol. 6, No. 1, pp. 7-10, Jun. 2021
    10.11111/JATR.2021.6.1.007
    Keywords: Double Rotary Inverted Pendulum, Reinforcement Learning, DDPG, TD3
    Research Trends in Reinforcement Learning Environments
    Ho-Bin Choi, Hyun-Kyo Lim, Gyu-Young Hwang, Youn-Hee HanJournal of Advanced Technology Research, Vol. 5, No. 2, pp. 19-23, Dec. 2020
    10.11111/JATR.2020.5.2.019
    Keywords: Reinforcement Learning, Reinforcement Learning Environment, Multi-agent
    Reinforcement Learning-based Curriculum Learning Design and Experiment of Grid Sortation System in Smart Factory
    Ho-Bin Choi, Gyu-Young Hwang, Hyun-Kyo Lim, Ju-Bong Kim, Youn-Hee HanJournal of Advanced Technology Research, Vol. 4, No. 2, pp. 6-15, Dec. 2019
    10.11111/JATR.2019.4.2.006
    Keywords: Reinforcement Learning, Curriculum Learning, Smart Factory, Grid Sortation System
    Network Traffic Control Using Software-Defined Networking
    Hyun-Kyo Lim, Youn-Hee HanJournal of Advanced Technology Research, Vol. 3, No. 2, pp. 5-10, Dec. 2018
    10.11111/JATR.2018.3.2.005
    Keywords: Software-Defined Networking, IoT, Network Traffic Control, ONOS, OVS-Switch
    Research Trend on Network Machine Learning
    Hyun-Kyo Lim, Ju-Bong Kim, Youn-Hee HanJournal of Advanced Technology Research, Vol. 2, No. 2, pp. 13-20, Dec. 2017
    10.11111/JATR.2017.2.2.013
    Keywords: Machine-Learning, Deep Learning, Convolution Neural Network, Neural Network, Optimizer
    Comparison Analysis of TensorFlow's Optimizer Based on MNIST's CNN Model
    Hyun-Kyo Lim, Ju-Bong Kim, Do-Hyung Kwon, Youn-Hee HanJournal of Advanced Technology Research, Vol. 2, No. 1, pp. 6-14, Jun. 2017
    10.11111/JATR.2017.2.1.002
    Keywords: Machine-Learning, Deep Learning, Convolution Neural Network, Neural Network, Optimizer
    Design of A Unified Name-Identi er-Locator Framework in Future Internet
    Hyun-Kyo Lim, Youn-Hee HanJournal of Advanced Technology Research, Vol. 1, No. 1, pp. 1-13, Dec. 2016
    10.11111/JATR.2017.1.1.001
    Keywords: Unified Name-Idnetifier-Locator, Identifier, Future Internet, IoT, Framework