Franklin

Artificial Intelligence and Games [electronic resource] / by Georgios N. Yannakakis, Julian Togelius.

Author/Creator:
Yannakakis, Georgios N. https://orcid.org/0000-0001-7793-1450 author., Author,
Publication:
Cham : Springer International Publishing : Imprint: Springer, 2018.
Format/Description:
Book
1 online resource (XXIII, 337 pages) : 83 illustrations, 76 illustrations in color.
Edition:
1st ed. 2018.
Series:
Computer Science (Springer-11645)
Contained In:
Springer eBooks
Status/Location:
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Details

Subjects:
Artificial intelligence.
Computer games-Programming.
Computational intelligence.
User interfaces (Computer systems).
Application software.
Local subjects:
Artificial Intelligence. (search)
Game Development. (search)
Computational Intelligence. (search)
User Interfaces and Human Computer Interaction. (search)
Computer Appl. in Arts and Humanities. (search)
System Details:
text file PDF
Summary:
This is the first textbook dedicated to explaining how artificial intelligence (AI) techniques can be used in and for games. After introductory chapters that explain the background and key techniques in AI and games, the authors explain how to use AI to play games, to generate content for games and to model players. The book will be suitable for undergraduate and graduate courses in games, artificial intelligence, design, human-computer interaction, and computational intelligence, and also for self-study by industrial game developers and practitioners. The authors have developed a website (http://www.gameaibook.org) that complements the material covered in the book with up-to-date exercises, lecture slides and reading.
Contents:
Part I Background
Introduction
AI Methods
Part II Ways of Using AI in Games
Playing Games
Generating Content
Modeling Players
Part III, The Road Ahead
Game AI Panorama
Frontiers of Game AI Research
References
Index.
Contributor:
Togelius, Julian, author., Author,
SpringerLink (Online service)
Other format:
Printed edition:
Printed edition:
Printed edition:
ISBN:
978-3-319-63519-4
9783319635194
9783319635187 (Printed edition)
9783319635200 (Printed edition)
9783319875767 (Printed edition)
Publisher Number:
10.1007/978-3-319-63519-4 doi
Access Restriction:
Restricted for use by site license.