Foundations of Decision-Making Agents: Logic, Probability, And Modality: Logic, Probability and Modality - Hardcover

Das Subrata

Hardcover

ISBN 10: 9812779833 ISBN 13: 9789812779830

Publisher: World Scientific Publishing/Imperial College Press, 2008

Synopsis

This self-contained book provides three fundamental and generic approaches (logical, probabilistic, and modal) to representing and reasoning with agent epistemic states, specifically in the context of decision making. Each of these approaches can be applied to the construction of intelligent software agents for making decisions, thereby creating computational foundations for decision-making agents. In addition, the book introduces a formal integration of the three approaches into a single unified approach that combines the advantages of all the approaches. Finally, the symbolic argumentation approach to decision making developed in this book, combining logic and probability, offers several advantages over the traditional approach to decision making which is based on simple rule-based expert systems or expected utility theory.

About this title

Review

This is an informative book in the fields of deductive logic, probability theory, and artificial intelligence. --Mathematical Reviews

Edition details

• Publisher: World Scientific Publishing/Imperial College Press
• Publication date: 2008
• Language: English
• ISBN 10: 9812779833
• ISBN 13: 9789812779830
• Binding: Hardcover
• Number of pages: 384