AI Techniques for Game Programming (The Premier Press Game Development Series)

Buckland, Mat

ISBN 10: 193184108X / ISBN 13: 9781931841085

Published by Cengage Learning PTR, 2002

About this Item

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Bibliographic Details

• Title: AI Techniques for Game Programming (The Premier Press Game Development Series)
• Publisher: Cengage Learning PTR
• Publication Date: 2002
• Language: English
• ISBN 10: 193184108X
• ISBN 13: 9781931841085
• Binding: Soft cover
• Edition: 1st Edition
• Condition: New
• Weight: 1.75 pounds

About this title

Synopsis

"AI Techniques for Game Programming" takes the difficult topics of genetic algorithms and neural networks and explains them in plain English. Gone are the tortuous mathematic equations and abstract examples to be found in other books. Each chapter takes readers through the theory a step at a time, explaining clearly how they can incorporate each technique into their own games. After a whirlwind tour of Windows programming, readers will learn how to use genetic algorithms for optimization, path-finding, and evolving control sequences for their game agents. Coverage of neural network basics quickly advances to evolving neural motion controllers for their game agents and applying neural networks to obstacle avoidance and map exploration. Backpropagation and pattern recognition is also explained. By the end of the book, readers will know how to train a network to recognize mouse gestures and how to use state-of-the-art techniques for creating neural networks with dynamic topologies.

About the Author

Mat Buckland studied Computer Science at London University, then spent many years as a Risk Management Consultant. He went on to work for a developer producing games fro Gremlin Software. Buckland now works as a freelance programmer and AI consultant. He has been interested in evolutionary computing and AI in general since he first read about these techniques back in the early 80¿s. He is the author of the ai-junkie.com web site (www.ai-junkie.com), which provides tutorials and advice on evolutionary algorithms.