Universal Artificial Intelligence Sequential Decisions Based on Algorithmic Probability /

Decision Theory = Probability + Utility Theory + + Universal Induction = Ockham + Bayes + Turing = = A Unified View of Artificial Intelligence This book presents sequential decision theory from a novel algorithmic information theory perspective. While the former is suited for active agents in known...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Hutter, Marcus (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Colección:Texts in Theoretical Computer Science. An EATCS Series,
Temas:
Artificial intelligence.
Coding theory.
Information theory.
Computer science.
Machine theory.
Computer science-Mathematics.
Mathematical statistics.
Artificial Intelligence.
Coding and Information Theory.
Theory of Computation.
Formal Languages and Automata Theory.
Probability and Statistics in Computer Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Short Tour Through the Book
  • Simplicity & Uncertainty
  • Universal Sequence Prediction
  • Agents in Known Probabilistics Environments
  • The Universal Algorithmic Agent AIXI
  • Important Environmental Classes
  • Computational Aspects
  • Discussion.

Ejemplares similares