ENGLISH

Reasoning about uncertainty

By Halpern , Joseph Y

Book information

Publisher
The MIT Press
Year
2017
ISBN
9780262340496, 0262340496, 9780262533805
Language
english
Format
PDF
Filesize
5 MB (4946229 bytes)
Edition
Second edition
Pages
488\505
Topic
Computers
Library
kolxo3
Time added
2019-04-25 18:00:00
Symbolic and mathematical -- Textbooks.;SCIENCE --Symbolic and mathematical.;Probabilities.;ReasoninUncertainty (Information theory) -- Textbooks.;Pro

Description

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. Abstract: 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.  Read more... Content: 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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