Foundations Of Decision-making Agents: Logic, Probability And Modality
by
Subrata Das
Book Details
Format
Hardback or Cased Book
ISBN-10
9812779833
ISBN-13
9789812779830
Publisher
World Scientific Publishing Co Pte Ltd
Imprint
World Scientific Publishing Co Pte Ltd
Country of Manufacture
SG
Country of Publication
GB
Publication Date
Jan 4th, 2008
Print length
384 Pages
Weight
782 grams
Dimensions
25.40 x 17.50 x 2.40 cms
Product Classification:
Expert systems / knowledge-based systems
Ksh 22,150.00
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Provides three fundamental and generic approaches to representing and reasoning with agent epistemic states, specifically in the context of decision making. This book introduces a formal integration of the three approaches into a single unified approach that combines the advantages of all the approaches.
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.
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