Distributed Strategic Learning for Wireless Engineers

Title: Distributed Strategic Learning for Wireless Engineers
Author: Hamidou Tembine
ISBN: 1439876371 / 9781439876374
Format: Hard Cover
Pages: 496
Publisher: CRC Press
Year: 2012
Availability: Out of Stock
Special Indian Edition.

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Establishing the link between several theories, this book demonstrates what is needed to learn strategic interaction in wireless networks under uncertainty, randomness, and time delays. This robust game theory cookbook analyzes games where some parameters are uncertain and random. Starting with the fundamentals of strategic learning and game theory, the text then covers partially and fully distributed learning, combined learning for negotiation, bargaining solutions, Nash equilibria, Stackelberg solutions, correlated equilibria, conjectural variations, and satisfactory solutions. It concludes with practical algorithms and techniques to implement game theory in wireless networks.

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Preface

Part I : Strategic Learning
Chapter 1 :
A Short Introduction to Game Theory
Chapter 2 : A Short Overview of Strategic Learning

Part II : Strategy or Payoff-Based Learning
Chapter 3 :
Partially Distributed Strategy Learning
Chapter 4 : Fully Distributed Strategy Learning
Chapter 5 : Payoff Learning and Estimations

Part III : Combined Learning
Chapter 6 :
Combined Learning in Dynamic Robust Games
Chapter 7 : Learning Under Unknown Payoffs and Delayed Measurement
Chapter 8 : Learning in Constrained Wireless Games
Chapter 9 : Hybrid Strategic Learning
Chapter 10 : Distributed Learning in Large-scale Systems
Chapter 11 : Learning in Stochastic Games

Index