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Foundations Of Decision-making Agents: Logic, Probability And Modality

Name: Foundations Of Decision-making Agents: Logic, Probability And Modality
Brand: World Scientific Publishing Co Pte Ltd
SKU: 05068986
Price: 135.69 EUR
Availability: InStock
Author: Subrata Das
ISBN: 9789812779830

Subrata Das

Language

English

Book Hardback

Libristo code: 05068986

Publishers World Scientific Publishing Co Pte Ltd, January 2008

This self-contained book provides three fundamental and generic approaches (logical, probabilistic,... Full description

Libristo code: 05068986

332 b

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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.