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Joongheon Kim — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Joongheon Kim
30
papers ·
435
citations ·
35
h-index
Korea University · Ajou University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control
2022 · 207 citations
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
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 Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks
2024 · 1 citations
Quantum Circuit Structure Optimization for Quantum Reinforcement Learning
2025
Hallucination-Aware Generative Pretrained Transformer for Cooperative Aerial Mobility Control
2025
Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles
2020
Adversarial Imitation Learning via Random Search
2020
Quantum Multi-Agent Meta Reinforcement Learning
2022
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management
2023
Top co-authors
Soyi Jung
· 8
Won Joon Yun
· 6
Soohyun Park
· 4
Jae Pyoung Kim
· 3
Jihong Park
· 3
Gyu Seon Kim
· 2
Jae-Hyun Kim
· 2
MyungJae Shin
· 2
Yunseok Kwak
· 2
Byungju Lim
· 1
Chanyoung Park
· 1
David A. Mohaisen
· 1
Topics
Multi-Agent
Model-Based RL
Policy Gradient
Value-Based
Safe RL
Exploration
RLHF & Alignment
Meta-RL