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Soyi Jung — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Soyi Jung
23
papers ·
147
citations ·
22
h-index
Ajou University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation
2023 · 55 citations
Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication
2021 · 42 citations
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control
2022 · 10 citations
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation
2021 · 8 citations
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design
2022 · 2 citations
Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems
2023 · 1 citations
Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks
2024 · 1 citations
Hallucination-Aware Generative Pretrained Transformer for Cooperative Aerial Mobility Control
2025
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility
2022
Software Simulation and Visualization of Quantum Multi-Drone Reinforcement Learning
2022
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management
2023
Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications
2023
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility
2023
Top co-authors
Chanyoung Park
· 7
Won Joon Yun
· 7
and Joongheon Kim
· 6
Joongheon Kim
· 6
Jae Pyoung Kim
· 5
Soohyun Park
· 5
Gyu Seon Kim
· 4
Jae-Hyun Kim
· 2
Jihong Park
· 2
Soohyun Park
· 2
Yunseok Kwak
· 2
Byungju Lim
· 1
Topics
Multi-Agent
Model-Based RL
Value-Based
Safe RL
RLHF & Alignment
Exploration
Policy Gradient