Soyi Jung

Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control

Won Joon Yun, Soohyun Park, Joongheon Kim et al. · IEEE Transactions on Industrial Informatics · 2022 · 229 citations · Full text

Computing, Autonomous Systems, Computer Science +14

Quantum Neural Networks: Concepts, Applications, and Challenges

Yunseok Kwak, Won Joon Yun, Soyi Jung et al. · 2021 · 101 citations

Computing, Computer Science, Artificial Intelligence +13

Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems

Soyi Jung, Won Joon Yun, MyungJae Shin et al. · IEEE Transactions on Vehicular Technology · 2021 · 99 citations

Engineering, Aerospace Engineering, Cloud Computing +17

Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design

Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim et al. · 2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS) · 2022 · 63 citations

Computing, Computer Science, Artificial Intelligence +14

Distributed deep reinforcement learning for autonomous aerial eVTOL mobility in drone taxi applications

Won Joon Yun, Soyi Jung, Joongheon Kim et al. · ICT Express · 2021 · 59 citations · Full text

Engineering, Autonomous Systems, Computer Science +17