Ju-Bong Kim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Inverted Pendulum

Control Policies

Bayesian Inference

Reinforcement Learning

Top Venues

Publications

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)
Ju-Bong Kim, Ho-bin Choi, Youn-Hee Han
Strangeness-driven exploration in multi-agent reinforcement learning. Neural Networks 172 (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)