Foundations Of Decision-making Agents: Logic, Probability And Modality
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A01=Subrata Das
Author_Subrata Das
Bayesian Belief Network
Category=PBT
Category=PBWH
Category=UYQE
Decision Making
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eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
Expert System
Influence Diagram
Intelligent Agent
Mathematical Logic
Modal Logic
Probability
Symbolic Argumentation
Product details
- ISBN 9789812779830
- Publication Date: 04 Jan 2008
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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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.
