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Procedural Content Generation in Games

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Procedural Content Generation in Games/ by Noor Shaker, Julian Togelius, Mark J. Nelson.
作者:	Shaker, Noor.
其他作者:	Togelius, Julian.
面頁冊數:	XVI, 237 p. 103 illus., 57 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-3-319-42716-4
ISBN:	9783319427164

Procedural Content Generation in Games
Shaker, Noor.

Procedural Content Generation in Games[electronic resource] /by Noor Shaker, Julian Togelius, Mark J. Nelson. - 1st ed. 2016. - XVI, 237 p. 103 illus., 57 illus. in color.online resource. - Computational Synthesis and Creative Systems,2509-6575. - Computational Synthesis and Creative Systems,.

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.

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. Each chapter explains an algorithm type or domain, including fractal methods, grammar-based methods, search-based and evolutionary methods, constraint-based methods, and narrative, terrain, and dungeon generation. The authors are active academic researchers and game developers, and the book is appropriate for undergraduate and graduate students of courses on games and creativity; game developers who want to learn new methods for content generation; and researchers in related areas of artificial intelligence and computational intelligence.

ISBN: 9783319427164

Standard No.: 10.1007/978-3-319-42716-4doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Procedural Content Generation in Games
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