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Ju-Bong Kim
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2020 – today
- 2024
- [j9]Hyun-Kyo Lim
, Ihsan Ullah
Virtual Network Embedding Based on Hierarchical Cooperative Multiagent Reinforcement Learning. IEEE Internet Things J. 11(5): 8552-8568 (2024) - [j8]Ju-Bong Kim
Strangeness-driven exploration in multi-agent reinforcement learning. Neural Networks 172: 106149 (2024) - 2023
- [c6]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: 254-258 - 2022
- [j7]Ho-bin Choi
MARL-Based Cooperative Multi-AGV Control in Warehouse Systems. IEEE Access 10: 100478-100488 (2022) - [j6]Ihsan Ullah
Compound Context-Aware Bayesian Inference Scheme for Smart IoT Environment. Sensors 22(8): 3022 (2022) - [c5]Ho-bin Choi, Ju-Bong Kim, Chang-Hoon Ji, Ullah Ihsan, Youn-Hee Han, Se-Won Oh
MARL-based Optimal Route Control in Multi-AGV Warehouses. ICAIIC 2022: 333-338 - [i1]Ju-Bong Kim, Ho-bin Choi, Youn-Hee Han:
Strangeness-driven Exploration in Multi-Agent Reinforcement Learning. CoRR abs/2212.13448 (2022) - 2021
- [j5]Hyun-Kyo Lim
Federated Reinforcement Learning Acceleration Method for Precise Control of Multiple Devices. IEEE Access 9: 76296-76306 (2021) - 2020
- [j4]Hyun-Kyo Lim
Federated Reinforcement Learning for Training Control Policies on Multiple IoT Devices. Sensors 20(5): 1359 (2020) - [j3]Ju-Bong Kim
Sortation Control Using Multi-Agent Deep Reinforcement Learning in N-Grid Sortation System. Sensors 20(12): 3401 (2020) - [c4]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: 463-464 - [c3]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: 1868-1873
2010 – 2019
- 2019
- [j2]Ju-Bong Kim
Imitation Reinforcement Learning-Based Remote Rotary Inverted Pendulum Control in OpenFlow Network. IEEE Access 7: 36682-36690 (2019) - [j1]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): 694-706 (2019) - [c2]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: 34-39 - [c1]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: 46-51
Coauthor Index
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