Foundations Of Decision-Making Agents: Logic, Probability and Modality

Subrata Das

ISBN 10: 9812779833 / ISBN 13: 9789812779830

Editore: World Scientific Publishing Company, 2008

Riguardo questo articolo

Ex-library with the usual features. The interior is clean and tight. Binding and cover are good. 366 pages.

Codice articolo 121066

Dati bibliografici

• Titolo: Foundations Of Decision-Making Agents: Logic, Probability and Modality
• Editore: World Scientific Publishing Company
• Data di pubblicazione: 2008
• Lingua: Inglese
• ISBN 10: 9812779833
• ISBN 13: 9789812779830
• Rilegatura: Hard Cover
• Condizione: Good
• Condizione della sovraccoperta: No Jacket
• Tipo di libro: Ex-Library

Descrizione articolo

Riassunto

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.

Recensione

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