19 citations · 21 across the 5 of their papers we have counts for
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cs.IT2024
Cooperative Multi-Agent Deep Reinforcement Learning Methods for UAV-aided Mobile Edge Computing Networks
Mintae Kim, Hoon Lee, Sangwon Hwang +2
This paper presents a cooperative multi-agent deep reinforcement learning (MADRL) approach for unmmaned aerial vehicle (UAV)-aided mobile edge computing (MEC) networks. An UAV with…
cs.IT2024
Machine Learning-Aided Cooperative Localization under Dense Urban Environment
Hoon Lee, Hong Ki Kim, Seung Hyun Oh +1
Future wireless network technology provides automobiles with the connectivity feature to consolidate the concept of vehicular networks that collaborate on conducting cooperative dr…
cs.IT2022★ 2 cited
Decentralized Computation Offloading With Cooperative UAVs: Multi-Agent Deep Reinforcement Learning Perspective
Sangwon Hwang, Hoon Lee, Juseong Park +1
Limited computing resources of internet-of-things (IoT) nodes incur prohibitive latency in processing input data. This triggers new research opportunities toward task offloading sy…