Partially Observed Markov Decision Processes: Filtering, Learning and Controlled Sensing - Hardcover

Krishnamurthy, Vikram

 
9781009449434: Partially Observed Markov Decision Processes: Filtering, Learning and Controlled Sensing
Hardcover
ISBN 10: 1009449435 ISBN 13: 9781009449434
Publisher: Cambridge University Press, 2025

Synopsis

This new edition includes inverse reinforcement learning, non-parametric Bayesian inference, variational Bayes and conformal prediction.

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About the Author

Vikram Krishnamurthy is Professor of Electrical and Computer Engineering at Cornell University. From 2002 to 2016, he was Professor and Senior Canada Research Chair in Statistical Signal Processing at the University of British Columbia. His research contributions are in statistical signal processing, stochastic optimization and control, with applications in social networks, adaptive radar systems and biological ion channels. He is a Fellow of IEEE and served as Distinguished Lecturer for the IEEE Signal Processing Society and Editor-in-Chief of IEEE Journal of Selected Topics in Signal Processing. He was awarded an honorary doctorate from the Royal Institute of Technology (KTH) Sweden in 2014.

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

Publisher
Cambridge University Press
Publication date
2025
Language
English
ISBN 10 
1009449435
ISBN 13 
9781009449434
Binding
Hardcover
Edition number
2
Number of pages
651