Universal Artificial Intellegence 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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Hutter, Marcus (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.
Σειρά:Texts in Theoretical Computer Science An EATCS Series,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.