portada Foundations of Decision-Making Agents: Logic, Probability and Modality (en Inglés)

Foundations of Decision-Making Agents: Logic, Probability and Modality (en Inglés)

Formato

Libro Físico

Autor

Subrata Das

Editorial

World Scientific Publishing Company

Idioma

Inglés

N° páginas

384

Encuadernación

Tapa Dura

Dimensiones

24.6x16.8x2.3 cm

Peso

0.77 kg.

ISBN

9812779833

ISBN13

9789812779830

Categorías

Toma de decisiones en la gestión de empresas
Lógica matemática
Inteligencia artificial

Foundations of Decision-Making Agents: Logic, Probability and Modality (en Inglés)

Subrata Das (Autor) · World Scientific Publishing Company · Tapa Dura

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Reseña del libro "Foundations of Decision-Making Agents: Logic, Probability and Modality (en Inglés)"

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.