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Reasoning about Uncertainty

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Author(s): Joseph Y. Halpern
Series: The MIT Press
Edition: second edition
Publisher: The MIT Press
Year: 2017

Language: English
Pages: 505

Contents......Page 8
Preface......Page 14
1 Introduction and Overview......Page 18
2 Representing Uncertainty......Page 28
3 Updating Beliefs......Page 88
4 Independence and Bayesian Networks......Page 138
5 Expectation......Page 162
6 Multi-Agent Systems......Page 206
7 Logics for Reasoning about Uncertainty......Page 262
8 Beliefs, Defaults, and Counterfactuals......Page 310
9 Belief Revision......Page 352
10 First-Order Modal Logic......Page 384
11 From Statistics to Beliefs......Page 422
12 Final Words......Page 456
References......Page 460
Glossary of Symbols......Page 486
Index......Page 490