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Partially Observed Markov Decision Processes: Filtering, Learning and Controlled Sensing Krishnamurthy, Vikram (Cornell University, New York) 2 Revised edition
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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.
| Mediji | Grāmatas Hardcover Book (Grāmata ar cieto muguriņu un vāku) |
| Izlaists | 2025. gada 5. jūnijs |
| ISBN13 | 9781009449434 |
| Izdevēji | Cambridge University Press |
| Lapas | 651 |
| Izmēri | 261 × 186 × 43 mm · 1,39 kg |
| Valoda | Angļu |
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Skatīt visus Krishnamurthy, Vikram (Cornell University, New York) ( piem., Hardcover Book )