Item description for AI Techniques for Game Programming (The Premier Press Game Development Series) by Mat Buckland...
"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 you through the theory a step at a time, explaining clearly how you can incorporate each technique into your own games. After a whirlwind tour of Windows programming, you will learn how to use genetic algorithms for optimization, path-finding, and evolving control sequences for your game agents. Coverage of neural network basics quickly advances to evolving neural motion controllers for your game agents and applying neural networks to obstacle avoidance and map exploration. Backpropagation and pattern recognition is also explained. By the time you're done, you'll 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.
Promise Angels is dedicated to bringing you great books at great prices. Whether you read for entertainment, to learn, or for literacy - you will find what you want at promiseangels.com!
Est. Packaging Dimensions: Length: 1.5" Width: 7.25" Height: 9" Weight: 1.8 lbs.
Release Date Oct 14, 2002
Publisher Course Technology PTR
ISBN 193184108X ISBN13 9781931841085 UPC 082039541082
Availability 0 units.
More About Mat Buckland
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.
Mat Buckland has an academic affiliation as follows - freelance programmer and writer.
Reviews - What do customers think about AI Techniques for Game Programming (The Premier Press Game Development Series)?
Must have!!! Apr 2, 2005
As mentioned above, this is THE book for AI. It uses plain language and explains different topics using real life examples. If you need/want to learn AI programming, this should be the first book of your collection.
really good intro book for neural nets and GAs Dec 18, 2004
Although other reviewers have already pointed out everything positive about this book, I felt I also had to praise it because it's so good. It's a great introduction to neural networks and genetic algorithms. By the way the author should be congratulated for his "never include any code that you don't throughly explain" philosophy. Although it's over 400 pages because of this philosophy, you can skim/skip around 150 of them if you know some win32 programming and basic high school math/physics. The book is so concise and easy to understand that I went through it in a night and came up having a firm idea about the subject. There are also a lot of good ideas to try out throughout the book(i.e. tinkering with the source included etc.)
To put it shortly, this is a great book, it's really worth the money you spend on it.
definitely easy Oct 18, 2004
You know when a subject is finally becoming stable when simple books like this come out and explain in layman's terms.
Perfect book for the AI newbie, don't miss it! Oct 6, 2004
This book is a little jewel hidden in the usually trashy prima press game development series.. it gives a great, clear, non-formal introduction to genetic algorithms and neural networks in the context of game programming.. and gives you example code in good C++ (brainy aliens storming towards you, a genetic algorithm controlled lunar lander.. tanks that move around avoiding obstacles....) that actually works and is simple enough to be understandable for a newbie. The writing style is lively but not annoying. I recommend this title to anyone who has an interest for the fun side of programming....
Buckland DE-jargonises the field of AI Oct 1, 2004
This book IS my Masters thesis. I built a multi layered combative system driven wholly by neural networks evolved using genetic algorithms. The learning of agents was unsupervised and they existed collaboratively and adversarily. If all of this made no sense, dont worry! Read this book and it will. The book covers these techniques (except for multi layered architectures) to a level understood by anyone with a basic knowledge of C++. It totally demystifies NNs and GAs. Other books on these subjects actually put you off the entire concepts of AI by feeding you fear and confusion. I have completed the book and have read it numerous times. It is going to be invaluable for my development of PHd stuff - his writing introduces areas for potential research. Im would definately buy other books from this author. I hope he covers other areas of AI soon and puts 'em into print. Be jaysus, tis mighty I tell ya!!!