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Partially Observed Markov Decision Processes

Partially Observed Markov Decision Processes

1.047 kr.

1.047 kr.

På lager

Ons., 9 juli - tirs., 15 juli


Sikker betaling

14 dages åbent køb


Sælges og leveres af

Adlibris

Produktbeskrivelse

Covering formulation, algorithms and structural results and linking theory to real-world applications in controlled sensing (including social learning, adaptive radars and sequential detection), this book focuses on the conceptual foundations of partially observed Markov decision processes (POMDPs). It emphasizes structural results in stochastic dynamic programming, enabling graduate students and researchers in engineering, operations research, and economics to understand the underlying unifying themes without getting weighed down by mathematical technicalities. In light of major advances in machine learning over the past decade, this edition includes a new Part V on inverse reinforcement learning as well as a new chapter on non-parametric Bayesian inference (for Dirichlet processes and Gaussian processes), variational Bayes and conformal prediction.

Varenr.

ce5e923b-d2a3-5d87-bb66-041e65b629ba

Partially Observed Markov Decision Processes

1.047 kr.

1.047 kr.

På lager

Ons., 9 juli - tirs., 15 juli


Sikker betaling

14 dages åbent køb


Sælges og leveres af

Adlibris