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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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10/30/2022
Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification
In recent years, quantum machine learning (QML) has been actively used f...
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10/27/2022
Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model
While semantic communication is expected to bring unprecedented communic...
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08/22/2022
Quantum Multi-Agent Meta Reinforcement Learning
Although quantum supremacy is yet to come, there has recently been an in...
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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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08/16/2021
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation
The emergence of quantum computing enables for researchers to apply quan...
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08/02/2021
Quantum Neural Networks: Concepts, Applications, and Challenges
Quantum deep learning is a research field for the use of quantum computi...
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09/23/2020
Kirchhoff's Circuit Law Applications to Graph Simplification in Search Problems
This paper proposes a new analysis of graph using the concept of electri...
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09/20/2020
3D Modeling and WebVR Implementation using Azure Kinect, Open3D, and Three.js
This paper proposes a method of extracting an RGB-D image usingAzure Kin...
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06/29/2018
