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Procedural Content Generation in Games Noor Shaker

Procedural Content Generation in Games By Noor Shaker

Procedural Content Generation in Games by Noor Shaker


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Summary

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.

Procedural Content Generation in Games Summary

Procedural Content Generation in Games by Noor Shaker

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.

About Noor Shaker

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. Nelsonis a senior research fellowat theMetaMakers Institute of Falmouth University, an institute dedicated to computational creativity and generative interactive entertainment.He was previouslyan 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.

Table of Contents

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.

Additional information

NPB9783319826431
9783319826431
3319826433
Procedural Content Generation in Games by Noor Shaker
New
Paperback
Springer International Publishing AG
2018-06-28
237
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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