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Ju-Bong Kim
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 15
Top Topics
Control Policies
Inverted Pendulum
Reinforcement Learning
Predictive Control
Top Venues
ICAIIC
Sensors
IEEE Access
ICTC
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Publications
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Hyun-Kyo Lim
,
Ihsan Ullah
,
Ju-Bong Kim
,
Youn-Hee Han
Virtual Network Embedding Based on Hierarchical Cooperative Multiagent Reinforcement Learning.
IEEE Internet Things J.
11 (5) (2024)
Chang-Hun Ji
,
Ho-Bin Choi
,
Joo-Seong Heo
,
Ju-Bong Kim
,
Hyun-Kyo Lim
,
Youn-Hee Han
Dual Policy-Based TD-Learning for Model Predictive Control.
ICAIIC
(2023)
Ihsan Ullah
,
Ju-Bong Kim
,
Youn-Hee Han
Compound Context-Aware Bayesian Inference Scheme for Smart IoT Environment.
Sensors
22 (8) (2022)
Ho-bin Choi
,
Ju-Bong Kim
,
Chang-Hoon Ji
,
Ullah Ihsan
,
Youn-Hee Han
,
Se-Won Oh
,
Kwihoon Kim
,
Cheol-Sig Pyo
MARL-based Optimal Route Control in Multi-AGV Warehouses.
ICAIIC
(2022)
Ho-bin Choi
,
Ju-Bong Kim
,
Youn-Hee Han
,
Se-Won Oh
,
Kwihoon Kim
MARL-Based Cooperative Multi-AGV Control in Warehouse Systems.
IEEE Access
10 (2022)
Ju-Bong Kim
,
Ho-bin Choi
,
Youn-Hee Han
Strangeness-driven Exploration in Multi-Agent Reinforcement Learning.
CoRR
(2022)
Hyun-Kyo Lim
,
Ju-Bong Kim
,
Ihsan Ullah
,
Joo-Seong Heo
,
Youn-Hee Han
Federated Reinforcement Learning Acceleration Method for Precise Control of Multiple Devices.
IEEE Access
9 (2021)
Ju-Bong Kim
,
Ho-bin Choi
,
Gyu-Young Hwang
,
Kwihoon Kim
,
Yong-Geun Hong
,
Youn-Hee Han
Sortation Control Using Multi-Agent Deep Reinforcement Learning in N-Grid Sortation System.
Sensors
20 (12) (2020)
Hyun-Kyo Lim
,
Ju-Bong Kim
,
Sang-Youn Kim
,
Youn-Hee Han
Federated Reinforcement Learning for Automatic Control in SDN-based IoT Environments.
ICTC
(2020)
Hyun-Kyo Lim
,
Ju-Bong Kim
,
Joo-Seong Heo
,
Youn-Hee Han
Federated Reinforcement Learning for Training Control Policies on Multiple IoT Devices.
Sensors
20 (5) (2020)
Hyun-Kyo Lim
,
Ju-Bong Kim
,
Chan-Myung Kim
,
Gyu-Young Hwang
,
Ho-bin Choi
,
Youn-Hee Han
Federated Reinforcement Learning for Controlling Multiple Rotary Inverted Pendulums in Edge Computing Environments.
ICAIIC
(2020)
Ju-Bong Kim
,
Do-Hyung Kwon
,
Yong-Geun Hong
,
Hyun-Kyo Lim
,
Min Suk Kim
,
Youn-Hee Han
Deep Q-Network Based Rotary Inverted Pendulum System and Its Monitoring on the EdgeX Platform.
ICAIIC
(2019)
Ju-Bong Kim
,
Hyun-Kyo Lim
,
Chan-Myung Kim
,
Min-Suk Kim
,
Yong-Geun Hong
,
Youn-Hee Han
Imitation Reinforcement Learning-Based Remote Rotary Inverted Pendulum Control in OpenFlow Network.
IEEE Access
7 (2019)
Do-Hyung Kwon
,
Ju-Bong Kim
,
Ju-Sung Heo
,
Chan-Myung Kim
,
Youn-Hee Han
Time Series Classification of Cryptocurrency Price Trend Based on a Recurrent LSTM Neural Network.
J. Inf. Process. Syst.
15 (3) (2019)
Hyun-Kyo Lim
,
Ju-Bong Kim
,
Joo-Seong Heo
,
Kwihoon Kim
,
Yong-Geun Hong
,
Youn-Hee Han
Packet-based Network Traffic Classification Using Deep Learning.
ICAIIC
(2019)