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Reinforcement Learning for Reconfigurable Intelligent Surfaces Assisted Wireless Communication Systems /

This book presents the intersection of two dynamic fields: Reinforcement Learning (RL) and RIS- Assisted Wireless Communications. With an emphasis on both discrete and continuous problems, it introduces a comprehensive overview of RL techniques and their applications in the evolving world of RIS-ass...

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Bibliografske podrobnosti
Main Authors: Faisal, Alice (Author), Al-Nahhal, Ibrahim (Author), Dobre, Octavia A. (Author), Ngatched, Telex M. N. (Author)
Korporativna značnica: SpringerLink (Online service)
Format: Elektronski eKnjiga
Jezik:angleščina
Izdano: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Izdaja:1st ed. 2024.
Serija:SpringerBriefs in Computer Science,
Teme:
Machine learning.
Wireless communication systems.
Mobile communication systems.
Computer networks .
Machine Learning.
Wireless and Mobile Communication.
Computer Communication Networks.
Online dostop:https://doi.org/10.1007/978-3-031-52554-4
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Kazalo:
  • Preface
  • Chapter. 1. Reinforcement Learning Background
  • Chapter. 2. RIS-AssistedWireless Systems
  • Chapter. 3. Applications of RL for Continuous Problems in RIS-Assisted Communication Systems
  • Chapter. 4. Applications of RL for Discrete Problems in RIS-Assisted Communication Systems
  • Chapter. 5. Challenges and Future Work
  • .

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