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Home » Books » Computers » Entertainment & Games » Games Programming

Game AI for Indie Developers

By Luke Dicken

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Format: Paperback, 400 pages
Other Information: 75 black & white illustrations
Artificial Intelligence in games remains one of the most deeply misunderstood and overlooked fields within game development. This book covers what you need to know to put great AI into your games. From first person shooters to casual games, everything you need to know is in here and it's organized such that you can find what you need quickly based on the kind of game you want to make. The book is a full overview of contemporary AI techniques for video games, with an emphasis on applications of techniques. Rather than taking an organizational approach based on AI and the techniques themselves, the aim is to create an accessible reference for developers structured by the nature of their project and highlighting relevant applicable techniques for different genres of game. Provides insight that is of use to non-subject matter experts, so that in reading the book, readers become better game developers armed with an array of AI techniques, rather than having a better understanding of AI in isolation.

Table of Contents

Section I - Introduction. Ch 1. What is AI / What is Game AI. Ch 2 Fundamentals. Ch 3 Identifying the "Shape" of a Game. Section II - AI for Characters Ch 4 Introduction to Characters. Ch 5 Pathfinding. Ch 6 Decision Making. Ch 7 Collaboration and Tactics. Ch 8 How to Cheat. Section III - AI for Strategy Games. Ch 9 Introduction to Strategy AI. Ch 10 Multi-Agent Systems. Ch 11 Heuristic Map Analysis. Ch 12 Strategic-Level Decision Making, Ch 13 Creating engaging personas. Ch 14 Diplomacy. Section IV - AI for Game Direction Ch 15 Intro duction to Direction. Ch 16 Managing Game Flow. Ch 17 Interactive Fiction. Ch 18 "Yes and... " Ch 19 Living Worlds and Simulated Environments. Ch 20 Understanding Players. Section V - AI for Content Generation. Ch 21 Intro to Procedural Systems. Ch 22 Procedurla Items. Ch 23 Procedural Level Generation. Ch 24 Procedural Quests and Story. Section VI - AI for the Future. Ch 25 To Infinity and Beyond.

About the Author

Luke Dicken is the founder of Robot Overlord Games, Chair of the IGDA Foundation and the first person outside of North America to sit on the Board of Directors for the IGDA. He holds degrees in computer science, artificial intelligence and bioinformatics and is currently completing a PhD program in Game AI. Luke has written a range of articles and given sessions at conferences around the world, as well collaborating on a number of game projects. Luke has been passionate about AI since playing "Creatures" as a teenager, and currently chairs the IGDA's Special Interest Group on AI as well as being a member of the AI Game Programmers Guild. He was named as one of Develop magazine's "30 Under 30" for 2013, but hasn't yet found a subtle way to work that into a bio.Adjunct Game Development Professor - Lorain County Community CollegeIndependent Game Designer - Polytundra LLC

EAN: 9781138626157
ISBN: 1138626155
Publisher: CRC Press
Dimensions: 23.5 x 15.6 centimetres
Age Range: 15+ years
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