Reasoning about uncertainty /

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Formal ways of representing uncertainty and various logics for reasoning about it; updated with new material on weighted probability measures, complexity-theoretic considerations, and other topics.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Halpern, Joseph Y., 1953- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, MA : The MIT Press, [2017]
Edición:Second edition.
Temas:
Uncertainty (Information theory) > Textbooks.
Probabilities > Textbooks.
Reasoning > Textbooks.
Logic, Symbolic and mathematical > Textbooks.
SCIENCE > System Theory.
TECHNOLOGY & ENGINEERING > Operations Research.
Logic, Symbolic and mathematical.
Probabilities.
Reasoning.
Uncertainty (Information theory)
COMPUTER SCIENCE/General
COMPUTER SCIENCE/Artificial Intelligence
PHILOSOPHY/General
Textbooks.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Intro
  • Contents
  • Preface
  • 1 Introduction and Overview
  • 2 Representing Uncertainty
  • 3 Updating Beliefs
  • 4 Independence and Bayesian Networks
  • 5 Expectation
  • 6 Multi-Agent Systems
  • 7 Logics for Reasoning about Uncertainty
  • 8 Beliefs, Defaults, and Counterfactuals
  • 9 Belief Revision
  • 10 First-Order Modal Logic
  • 11 From Statistics to Beliefs
  • 12 Final Words
  • References
  • Glossary of Symbols
  • Index.

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