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Partially Observed Markov Decision Processes: Filtering, Learning and Controlled Sensing Krishnamurthy, Vikram (Cornell University, New York) 2 Revised edition
Partially Observed Markov Decision Processes: Filtering, Learning and Controlled Sensing
Krishnamurthy, Vikram (Cornell University, New York)
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 |