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The logic of adaptive behavior : knowledge representation and algorithms for adaptive sequential decision making under uncertainty in first-order and relational domains /

Markov decision processes have become the de facto standard in modeling and solving sequential decision making problems under uncertainty. This book studies lifting Markov decision processes, reinforcement learning and dynamic programming to the first-order (or, relational) setting.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Otterlo, Martijn van
Autor Corporativo: IOS Press
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; Washington, D.C. : Ios Press, ©2009.
Colección:Frontiers in artificial intelligence and applications ; v. 192.
Temas:
Acceso en línea:Texto completo