Partially Observed Markov Decision Processes: From Filtering to Controlled Sensing - Hardcover

Krishnamurthy, Vikram

 
9781107134607: Partially Observed Markov Decision Processes: From Filtering to Controlled Sensing
Hardcover
ISBN 10: 1107134609 ISBN 13: 9781107134607
Publisher: Cambridge University Press, 2016

Synopsis

This book covers formulation, algorithms, and structural results of partially observed Markov decision processes, linking theory to real-world applications in controlled sensing.

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About the Author

Vikram Krishnamurthy is a Professor and Canada Research Chair in Statistical Signal Processing at the University of British Columbia, Vancouver. His research contributions focus on nonlinear filtering, stochastic approximation algorithms and POMDPs. Dr Krishnamurthy is a Fellow of the Institute of Electrical and Electronics Engineers (IEEE) and served as a distinguished lecturer for the IEEE Signal Processing Society. In 2013, he received an honorary doctorate from KTH, Royal Institute of Technology, Sweden.

"About this title" may belong to another edition of this title.

Publisher
Cambridge University Press
Publication date
2016
Language
English
ISBN 10 
1107134609
ISBN 13 
9781107134607
Binding
Hardcover
Number of pages
488