Decision Theory Models for Applications in Artificial Intelligence
Concepts and Solutions
HC gerader Rücken kaschiert
Print on Demand | Lieferzeit: Print on Demand - Lieferbar innerhalb von 3-5 Werktagen I
ISBN-13:
9781609601652
Veröffentl:
2011
Einband:
HC gerader Rücken kaschiert
Erscheinungsdatum:
04.11.2011
Seiten:
446
Autor:
Jesse Hoey
Gewicht:
1376 g
Format:
286x221x28 mm
Sprache:
Englisch
Beschreibung:
One of the goals of artificial intelligence (AI) is creating autonomous agents that must make decisions based on uncertain and incomplete information. The goal is to design rational agents that must take the best action given the information available and their goals. Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions provides an introduction to different types of decision theory techniques, including MDPs, POMDPs, Influence Diagrams, and Reinforcement Learning, and illustrates their application in artificial intelligence. This book provides insights into the advantages and challenges of using decision theory models for developing intelligent systems.
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