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Sequential Learning and Decision-Making in Wireless Resource Management (2017) [推广有奖]

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cmwei333 发表于 2017-1-10 08:20:50 |AI写论文

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Sequential Learning and Decision-Making in Wireless Resource Management

Authors: Rong Zheng, Cunqing Hua

cover.jpg

Emphasizes intuition rather than laborious proofs

Provides a recipe for applying theoretical tools to real-world problems

Treats both theoretical and practical aspects of the sequential learning and decision making framework

Covers many representative applications in wireless networks

This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks. Part I of the book presents the formulations, algorithms and performance of three forms of MAB problems, namely, stochastic, Markov and adversarial. Covering all three forms of MAB problems makes this book unique in the field. Part II of the book provides detailed discussions of representative applications of the sequential learning framework in cognitive radio networks, wireless LANs and wireless mesh networks.

Both individuals in industry and those in the wireless research community will benefit from this comprehensive and timely treatment of these topics. Advanced-level students studying communications engineering and networks will also find the content valuable and accessible.

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关键词:Management Sequential Managemen resource Decision foundation practical learning problems making

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nivastuli(真实交易用户) 在职认证  发表于 2017-1-10 08:26:49
Thank you very much!

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w-long(真实交易用户) 发表于 2017-1-10 08:30:13
thanks.

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franky_sas(未真实交易用户) 发表于 2017-1-10 08:33:00

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auirzxp(未真实交易用户) 学生认证  发表于 2017-1-10 08:33:10
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hqz1989(未真实交易用户) 发表于 2017-1-14 02:12:09
Machine Learning for Cyber Physical Systems

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