Reasoning about Uncertainty
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Description
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
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