Markov Decision Processes and Reinforcement Learning for Timely UAV-IoT Data Collection Applications (Studies in Computational Intelligence)

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Markov Decision Processes and Reinforcement Learning for Timely UAV-IoT Data Collection Applications (Studies in Computational Intelligence)

Amodu, Oluwatosin Ahmed/ Mahmood, Raja Azlina Raja/ Althumali, Huda

Springer International Publishing AG（2025/10発売）

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製本 Hardcover:ハードカバー版／ページ数 113 p.
言語 ENG
商品コード 9783031970108
DDC分類 006.3

Full Description

This book offers a structured exploration of how Markov Decision Processes (MDPs) and Deep Reinforcement Learning (DRL) can be used to model and optimize UAV-assisted Internet of Things (IoT) networks, with a focus on minimizing the Age of Information (AoI) during data collection.