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

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Title: Foundations Of Decision-making Agents: Logic, Probability And Modality
Description: 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.
Authors: Subrata Das
Resource Type: eBook.
Subjects: Intelligent agents (Computer software)
Categories: COMPUTERS / Artificial Intelligence / General, BUSINESS & ECONOMICS / Decision-Making & Problem Solving, MATHEMATICS / Logic
Database: eBook Collection (EBSCOhost)
FullText Links:
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Text:
  Availability: 0
Header DbId: nlebk
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An: 236056
RelevancyScore: 1018
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 1018.08020019531
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  Data: 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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RecordInfo BibRecord:
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    Classifications:
      – Code: 006.3
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Intelligent agents (Computer software)
        Type: general
    Titles:
      – TitleFull: Foundations Of Decision-making Agents: Logic, Probability And Modality
        Type: main
  BibRelationships:
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      – PersonEntity:
          Name:
            NameFull: Subrata Das
      – PersonEntity:
          Name:
            NameFull: Subrata Das
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2008
            – D: 04
              M: 02
              Type: profile
              Y: 2014
          Identifiers:
            – Type: isbn-print
              Value: 9789812779830
            – Type: isbn-electronic
              Value: 9789812779847
          Titles:
            – TitleFull: Foundations Of Decision-making Agents: Logic, Probability And Modality
              Type: main
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