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08/03/2023
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation
For Industry 4.0 Revolution, cooperative autonomous mobility systems are...
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07/19/2023
Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes
This paper presents the deep learning-based recent achievements to resol...
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06/07/2023
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility
The development of urban-air-mobility (UAM) is rapidly progressing with ...
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02/09/2023
Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems
This paper proposes a novel quantum multi-agent actor-critic networks (Q...
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02/08/2023
EQuaTE: Efficient Quantum Train Engine for Dynamic Analysis via HCI-based Visual Feedback
This paper proposes an efficient quantum train engine (EQuaTE), a novel ...
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01/18/2023
Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks
In modern networking research, infrastructure-assisted unmanned autonomo...
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12/31/2022
Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems
According to the rapid development of drone technologies, drones are wid...
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11/24/2022
Software Simulation and Visualization of Quantum Multi-Drone Reinforcement Learning
Quantum machine learning (QML) has received a lot of attention according...
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11/13/2022
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility
It has been considered that urban air mobility (UAM), also known as dron...
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10/04/2022
Age-of-Information Aware Contents Caching and Distribution for Connected Vehicles
To support rapid and accurate autonomous driving services, road environm...
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09/29/2022
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications
Guaranteeing real-time and accurate object detection simultaneously is p...
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05/27/2022
Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks
In the literature of modern network security research, deriving effectiv...
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05/01/2022
Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints
Augmented reality (AR) is one of emerging applications in modern multime...
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04/29/2022
AoI-Aware Markov Decision Policies for Caching
We consider a scenario that utilizes road side units (RSUs) as distribut...
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01/15/2022
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control
CCTV-based surveillance using unmanned aerial vehicles (UAVs) is conside...
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07/19/2021
Secure Aerial Surveillance using Split Learning
Personal monitoring devices such as cyclist helmet cameras to record acc...
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07/19/2021
Trends in LEO Satellite Handover Algorithms
In this paper, we review well-known handovers algorithms in satellite en...
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04/19/2021
Axial-to-lateral super-resolution for 3D fluorescence microscopy using unsupervised deep learning
Volumetric imaging by fluorescence microscopy is often limited by anisot...
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09/21/2020