| 书目名称 | Restless Multi-Armed Bandit in Opportunistic Scheduling | | 编辑 | Kehao Wang,Lin Chen | | 视频video | | | 概述 | Introduces Restless Multi-Armed Bandit (RMAB) and presents its relevant tools involved in machine learning and how to adapt them for application.Elaborates on research bringing the conventional decisi | | 图书封面 |  | | 描述 | This book provides foundations for the understanding and design of computation-efficient algorithms and protocols for those interactions with environment, i.e., wireless communication systems. The book provides a systematic treatment of the theoretical foundation and algorithmic tools necessarily in the design of computation-efficient algorithms and protocols in stochastic scheduling. The problems addressed in the book are of both fundamental and practical importance. Target readers of the book are researchers and advanced-level engineering students interested in acquiring in-depth knowledge on the topic and on stochastic scheduling and their applications, both from theoretical and engineering perspective. | | 出版日期 | Book 2021 | | 关键词 | Opportunistic scheduling; Restless bandit; Optimality; Myopic policy; Whittle index | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-69959-8 | | isbn_softcover | 978-3-030-69961-1 | | isbn_ebook | 978-3-030-69959-8 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 18:48:05
