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Procedural Content Generation in Games

Previously published in hardcover
BuchKartoniert, Paperback
237 Seiten
Englisch
Springererschienen am28.06.2018Softcover reprint of the original 1st ed. 2016
This book presents the most up-to-date coverage of procedural content generation (PCG) for games, specifically the procedural generation of levels, landscapes, items, rules, quests, or other types of content.mehr
Verfügbare Formate
BuchGebunden
EUR69,54
BuchKartoniert, Paperback
EUR50,28
E-BookPDF1 - PDF WatermarkE-Book
EUR50,28

Produkt

KlappentextThis book presents the most up-to-date coverage of procedural content generation (PCG) for games, specifically the procedural generation of levels, landscapes, items, rules, quests, or other types of content.
Details
ISBN/GTIN978-3-319-82643-1
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2018
Erscheinungsdatum28.06.2018
AuflageSoftcover reprint of the original 1st ed. 2016
ReiheComputational Synthesis and Creative Systems
Seiten237 Seiten
SpracheEnglisch
Gewicht397 g
IllustrationenXVI, 237 p. 103 illus., 57 illus. in color.
Artikel-Nr.45727133

Inhalt/Kritik

Inhaltsverzeichnis
Introduction.- The Search-Based Approach.- Constructive Generation Methods for Dungeons and Levels.- Fractals, Noise and Agents with Applications to Landscapes and Textures.- Grammars and L-Systems with Applications to Vegetation and Levels.- Rules and Mechanics.- Planning with Applications to Quests and Story.- ASP with Applications to Mazes and Levels.- Representations for Search-Based Methods.- The Experience-Driven Perspective.- Mixed-Initiative Approaches.- Evaluating Content Generators.mehr

Schlagworte

Autor

Noor Shaker is a postdoctoral researcher in the Center for Applied Game Research in the Dept. of Architecture, Design and Media Technology of Aalborg University Copenhagen (AAU CPH). She was previously a postdoctoral researcher at the Center for Computer Games Research, IT University of Copenhagen. She is the chair of the IEEE CIS Task Force on Player Modeling. Her research interests include player modeling, procedural content generation, computational creativity, affective computing, and player behavior imitation.

Julian Togelius is an associate professor in the Dept. of Computer Science and Engineering of New York University, and a codirector of the NYU Game Innovation Lab. He was previously an Associate Professor at the Center for Computer Games Research, IT University of Copenhagen. He works on all aspects of computational intelligence and games and on selected topics in evolutionary computation and evolutionary reinforcement learning. His current main research directions involve search-based procedural content generation, game adaptation through player modelling, automatic game design, and fair and relevant benchmarking of game AI through competitions. He is a past chair of the IEEE CIS Technical Committee on Games, and an associate editor of the IEEE Trans. on Computational Intelligence and Games.

Mark J. Nelson is a senior research fellow at the MetaMakers Institute of Falmouth University, an institute dedicated to computational creativity and generative interactive entertainment. He was previously an Assistant Professor at the Center for Computer Games Research, IT University of Copenhagen. He works on AI-based design support for videogames (and other creative design domains), focusing on formalization of things such as game mechanics to enable automated analysis and generation. A long-time vision is an interactive, semiautomated CAD-style system for game prototyping. Prior to the IT University of Copenhagen,he was affiliated with the Expressive Intelligence Studio at the University of California, Santa Cruz, and the School of Interactive Computing at Georgia Institute of Technology.
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