Markov Decision Processes and Reinforcement Learning for Timely UAV-IoT Data Collection Applications
Author:   Oluwatosin Ahmed Amodu ,  Raja Azlina Raja Mahmood ,  Huda Althumali ,  Umar Ali Bukar
Publisher:   Springer International Publishing AG
Volume:   1220
ISBN:  

9783031970108


Pages:   142
Publication Date:   08 October 2025
Format:   Hardback
Availability:   In Print   Availability explained
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Markov Decision Processes and Reinforcement Learning for Timely UAV-IoT Data Collection Applications


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Author:   Oluwatosin Ahmed Amodu ,  Raja Azlina Raja Mahmood ,  Huda Althumali ,  Umar Ali Bukar
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Volume:   1220
ISBN:  

9783031970108


ISBN 10:   3031970101
Pages:   142
Publication Date:   08 October 2025
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Introduction to AoI in UAV-assisted Sensor and IoT Systems.- AoI aware UAV IoT Modeling using MDPs.- Reinforcement Learning and DRL for AoI aware UAV IoT.- Challenges and Future Considerations.

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