Markov decision processes in artificial intelligence MDPs, beyond MDPs and applications

Markov Decision Processes (MDPs) are a mathematical framework for modeling sequential decision problems under uncertainty as well as Reinforcement Learning problems. Written by experts in the field, this book provides a global view of current research using MDPs in Artificial Intelligence. It starts...

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Detalles Bibliográficos
Otros Autores: Sigaud, Olivier (-), Buffet, Olivier
Formato: Libro electrónico
Idioma:Inglés
Publicado: London : Hoboken, N.J. : Wiley, ISTE 2010.
Colección:Safari tech books online.
Wiley UBCM ebooks.
ISTE
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628185206719
Tabla de Contenidos:
  • pt. 1. MDPs : models and methods
  • pt. 2. Beyond MDPs
  • pt. 3. Applications.