Partially Observed Markov Decision Processes: Filtering, Learning and Controlled Sensing (Bog, Hardback, Engelsk)
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  9. Partially Observed Markov Decision Processes: Filtering,...

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

(Bog, Hardback, Engelsk)
Forfatter: Vikram (Cornell University Krishnamurthy
Forlag: Cambridge University Press

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This survey of formulation, algorithms, and structural results in POMDPs focuses on underlying concepts and connections to real-world applications in controlled sensing, keeping technical machinery to a minimum. The new edition includes inverse reinforcement learning, non-parametric Bayesian inference, variational Bayes and conformal prediction.

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Alle detaljer

Forlag Cambridge University Press
Forfatter Vikram (Cornell University Krishnamurthy
Type Bog
Format Hardback
Sprog Engelsk
Udgave 2 Revised edition
Udgivelsesdato 05-06-2025
Første udgivelsesår 2025
Illustrationer Worked examples or Exercises
Originalsprog United Kingdom
Sideantal 651
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 651 pages, Worked examples or Exercises
Mål 186 x 261 x 43
ISBN-13 / EAN-13 9781009449434