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Robustness to approximations and model learning in MDPs and POMDPs. (English) Zbl 1471.93255

Piunovskiy, Alexey (ed.) et al., Modern trends in controlled stochastic processes: theory and applications, V.III. Selected papers based on the presentations at the traditional Liverpool workshop on controlled stochastic processes, Liverpool, UK, July 2021. Cham: Springer. Emerg. Complex. Comput. 41, 166-191 (2021).
MSC:  93E03 93B35 90C40
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Mathematical foundations of infinite-dimensional statistical models. Revised paperback edition. (English) Zbl 1460.62007

Cambridge Series in Statistical and Probabilistic Mathematics 40. Cambridge: Cambridge University Press (ISBN 978-1-108-99413-2/pbk; 978-1-00-902281-1/ebook). xiv, 690 p. (2021).
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