Home  |  Blättern  |  Erweiterte Suche  |  Hilfe
Cover Ertel, Wolfgang:
Introduction to Artificial Intelligence. Springer-Verlag London Limited: 2011.
ISBN 9780857292995
Anbieter:Springer
Regensburger Verbundklassifikation (RVK):SQ - SU Informatik
Sprache:Englisch
Hinweise zum Zugang:Zugang nur mit CampusLMU-Kennung
Lesen:Offline-Lesen mit Adobe Reader
Zugang zum Volltext:Hier klicken, um zum Volltext zu gelangen
ID-Code:26923

Kurzbeschreibung

The ultimate aim of artificial intelligence (A.I.) is to understand intelligence and to build intelligent software and robots that come close to the performance of humans. On their way towards this goal, A.I. researchers have developed a number of quite different subdisciplines.

This concise and accessible Introduction to Artificial Intelligence supports a foundation or module course on A.I., covering a broad selection of the subdisciplines within this field. The textbook 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, theorems, and illustrative cartoons

* 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 the website http://www.hs-weingarten.de/~ertel/aibook

Students of computer science and other technical natural sciences will find this easy-to-read textbook excellent for self-study, a high-school level of knowledge of mathematics being the only prerequisite to understanding the material. With its extensive tools and bibliography, it is an ideal, quick resource on A.I.

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.

Nur Administratoren: Dokument bearbeiten
Dieser Server für eBooks der UB München verwendet EPrints 3, das an der School of Electronics and Computer Science der Universität Southampton entwickelt wurde. Weitere Informationen zu EPrints.Impressum