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Epistemic Logic for AI and Computer Science

Epistemic Logic for AI and Computer Science

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Product Details
Author:
J. -J Ch Meyer
Publisher:
Cambridge University Press
Publication Date:
Mar 25, 2004
Number of pages:
372 pages
Binding:
Paperback or Softback
ISBN-10:
0521602807
ISBN-13:
9780521602808

Overview

Epistemic logic has grown from its philosophical beginnings to find diverse applications in computer science as a means of reasoning about the knowledge and belief of agents. This book, based on courses taught at universities and summer schools, provides a broad introduction to the subject; many exercises are included together with their solutions. The authors begin by presenting the necessary apparatus from mathematics and logic, including Kripke semantics and the well-known modal logics K, T, S4 and S5. Then they turn to applications in the contexts of distributed systems and artificial intelligence: topics that are addressed include the notions of common knowledge, distributed knowledge, explicit and implicit belief, the interplays between knowledge and time, and knowledge and action, as well as a graded (or numerical) variant of the epistemic operators. The problem of logical omniscience is also discussed extensively. Halpern and Moses' theory of honest formulae is covered, and a digression is made into the realm of non-monotonic reasoning and preferential entailment. Moore's autoepistemic logic is discussed, together with Levesque's related logic of 'all I know'. Furthermore, it is shown how one can base default and counterfactual reasoning on epistemic logic.


  • | Author: J. -J Ch Meyer
  • | Publisher: Cambridge University Press
  • | Publication Date: Mar 25, 2004
  • | Number of Pages: 372 pages
  • | Binding: Paperback or Softback
  • | ISBN-10: 0521602807
  • | ISBN-13: 9780521602808

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