Sequential Learning and Decision-Making in Wireless Resource Management

by Rong Zheng and Cunqing Hua

Book Overview

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...

• Format: Hardcover
• Language: English
• ISBN: 3319505017
• ISBN13: 9783319505015
• Release Date: January 2017
• Publisher: Springer
• Length: 118 Pages
• Weight: 0.85 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"