Digital Library

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.2019.5.2.019
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.2020.4.2.006
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