Dohyun Kwon

Multiagent DDPG-Based Deep Learning for Smart Ocean Federated Learning IoT Networks

Dohyun Kwon, Joohyung Jeon, Soohyun Park et al. · IEEE Internet of Things Journal · 2020 · 147 citations

Artificial Intelligence, Engineering, Machine Learning +17

Multiscale LSTM-Based Deep Learning for Very-Short-Term Photovoltaic Power Generation Forecasting in Smart City Energy Management

Dohyun Kim, Dohyun Kwon, Laihyuk Park et al. · IEEE Systems Journal · 2020 · 84 citations

Electrical Engineering, Lstm Modules, Engineering +15

Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles

Won Joon Yun, Dohyun Kwon, Minseok Choi et al. · IEEE Transactions on Vehicular Technology · 2021 · 29 citations

Artificial Intelligence, Vehicle Communication, Intelligent Traffic Management +15

Self-adaptive power control with deep reinforcement learning for millimeter-wave Internet-of-vehicles video caching

Dohyun Kwon, Joongheon Kim, Aziz Mohaisen et al. · Journal of Communications and Networks · 2020 · 20 citations · Full text

Engineering, Deep Reinforcement, Learning Control +16

Adaptive Real-Time Offloading Decision-Making for Mobile Edges: Deep Reinforcement Learning Framework and Simulation Results

Soohyun Park, Dohyun Kwon, Joongheon Kim et al. · Applied Sciences · 2020 · 18 citations · Full text

Mobile Data Offloading, Mobile Edges, Engineering +15