Introduction To Artificial Intelligence (Undergraduate Topics In Computer Science) - Couverture souple

Ertel, Wolfgang

Couverture souple

ISBN 10 : 0857292986 ISBN 13 : 9780857292988

Editeur : Springer London Ltd, 2011

Synopsis

This concise and accessible textbook supports a foundation or module course on A.I., covering a broad selection of the subdisciplines within this field. The book presents concrete algorithms and applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks and reinforcement learning. Topics and features: presents an application-focused and hands-on approach to learning the subject; provides study exercises of varying degrees of difficulty at the end of each chapter, with solutions given at the end of the book; supports the text with highlighted examples, definitions, and theorems; includes chapters on predicate logic, PROLOG, heuristic search, probabilistic reasoning, machine learning and data mining, neural networks and reinforcement learning; contains an extensive bibliography for deeper reading on further topics; supplies additional teaching resources, including lecture slides and training data for learning algorithms, at an associated website.

A propos du livre

À propos de l'auteur

Dr. Wolfgang Ertel is a professor at the Collaborative Center for Applied Research on Service Robotics at the Ravensburg-Weingarten University of Applied Sciences, Germany.

Détails de l'édition

• Éditeur: Springer London Ltd
• Date d'édition: 2011
• Langue: anglais
• ISBN 10: 0857292986
• ISBN 13: 9780857292988
• Reliure: Broché
• Nombre de pages: 316
• Éditeur: Black Nathanael T.
• Coordonnées du fabricant: non disponible
• Personne responsable: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Allemagne