Distributed strategic learning for wireless engineers / Hamidou Tembine.

Format:

Book

Author/Creator:

Tembine, Hamidou.

Language:

English

Subjects (All):

Game theory.

Wireless communication systems.

Mobile communication systems.

Telecommunication systems.

Physical Description:

1 online resource (496 p.)

Edition:

1st edition

Place of Publication:

Boca Raton, Fla. : CRC Press, 2012.

Language Note:

English

System Details:

text file

Summary:

Although valued for its ability to allow teams to collaborate and foster coalitional behaviors among the participants, game theory's application to networking systems is not without challenges. Distributed Strategic Learning for Wireless Engineers illuminates the promise of learning in dynamic games as a tool for analyzing network evolution and underlines the potential pitfalls and difficulties likely to be encountered.Establishing the link between several theories, this book demonstrates what is needed to learn strategic interaction in wireless networks under uncertainty, ran

Contents:

Front Cover; Dedication; Contents; List of Figures; List of Tables; Foreword; Preface; The Author Bio; Contributors; 1. Introduction to Learning in Games; 2. Strategy Learning; 3. Payoff Learning and Dynamics; 4. Combined Learning; 5. Learning under Delayed Measurement; 6. Learning in Constrained Robust Games; 7. Learning under Random Updates; 8. Fully Distributed Learning for Global Optima; 9. Learning in Risk-Sensitive Games; A Appendix; Bibliography; Back Cover

Notes:

Description based upon print version of record.

Includes bibliographical references.

ISBN:

9781315216881

1315216884

9781138077027

113807702X

9781439876442

1439876444

OCLC:

795120437