Partially Observed Markov Decision Processes: Filtering, Learning and Controlled Sensing - Krishnamurthy, Vikram (Cornell University, New York) - Books - Cambridge University Press - 9781009449434 - June 5, 2025
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Partially Observed Markov Decision Processes: Filtering, Learning and Controlled Sensing 2 Revised edition

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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.

Media Books     Hardcover Book   (Book with hard spine and cover)
Released June 5, 2025
ISBN13 9781009449434
Publishers Cambridge University Press
Pages 651
Dimensions 261 × 186 × 43 mm   ·   1.37 kg
Language English  

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