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

by Subrata Das
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Current price ₹17,586.00
Original price ₹21,104.00
Original price ₹21,104.00
Original price ₹21,104.00
(-17%)
₹17,586.00
Current price ₹17,586.00

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Book cover type: Hardcover
  • ISBN13: 9789812779830
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: World Scientific Publishing Company
  • Publisher Imprint: World Scientific Publishing Company
  • Publication Date:
  • Pages: 384
  • Original Price: GBP 123.0
  • Language: English
  • Edition: N/A
  • Item Weight: 772 grams
  • BISAC Subject(s): Artificial Intelligence / General

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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