AI Game Engine Programming / Edition 1
  • AI Game Engine Programming / Edition 1
  • AI Game Engine Programming / Edition 1

AI Game Engine Programming / Edition 1

by Brian Schwab
     
 

AI Game Engine Programming provides game developers with the tools and wisdom necessary to create modern game AI engines. It takes programmers from theory to actual game development, with usable code frameworks designed to go beyond merely detailing how a technique might be used. In

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Overview

AI Game Engine Programming provides game developers with the tools and wisdom necessary to create modern game AI engines. It takes programmers from theory to actual game development, with usable code frameworks designed to go beyond merely detailing how a technique might be used. In addition, it surveys the capabilities of the different techniques used. In addition, it surveys the capabilities of the different techniques used in some current AI engines, and covers common pitfalls, design considerations, and optimizations. If you’re having difficulty determining which techniques to use, or looking for working code best suited to a particular game, you’ll find the answers here. You’ll also find a clean, usable interface for a variety of game AI techniques with an emphasis on primary decision-making paradigms.

The book provides insightful coverage of a variety of subjects important to AI engine development, and ties them together masterfully to form an indispensable reference. Part I provides an overall look at game AI, covers the basic terminology used in the book, reviews underlying concepts of game AI, and dissects the parts of a game AI engine. Part II covers specific game genres (RPG, TRS, FTPS, Shooter, Sports, Racing, Strategy, Adventure, Fighting, Platform, and miscellaneous) and explains how they use different AU paradigms. It also covers the move common solutions to the problems posed by each genre. Some of the problems include, dealing with direct AI and human interactions, using scripting languages appropriately, and general intelligence/entertainment balancing. Part III provides the actual code implementations for the basic AI techniques such as finite state machines, fuzzy state machines, message board systems, scripted systems, and location-based information systems. And, Part IV covers the move advanced techniques, including genetic algorithms, neural networks, artificial life, planning algorithms, and decision trees. The book concludes with Part V, which looks at “real game AI development.” The areas covered here focus on how distributed AI works as an overall paradigm that can help with the organization of any AI engine. There is also coverage of common AI development, debugging and tuning, and the future of AI.

After reading this book you’ll have traveled through most of the huge landscape of knowledge that a game AI programmer faces, and you’ll be prepared to master it!

Key Feature:

·         Provides a detailed guide for programmers interested in creating an AI engine for and game genre

·         Breaks down AI elements and solutions by genre, and provides concrete examples from popular games

·         Includes code implementations for both basic and complex AI techniques

·         Provides suggestions for how the AI systems discussed can be extended or optimized for space, speed, and other limitations

·         Explains distributed AI as a paradigm that can help with the organization of almost any AI engine

 

On the CD-ROM

The CD-ROM includes all of the source code compiled using Microsoft Visual C++ 6.0, along with the compiled binaries; the GLUT wrapper for OpenGL library, and the Lua language library; useful bookmarks; and all the figures from the book.

System Requirements: Pentium 3.1 GHz or better, GeoForce Go or 3 graphics card or better, Windows (ME, 2000, or XP). The demonstration programs are written in Microsoft Visual C++ under the Windows platform, but only rendering is platform specific. The rendering API used is the GLUT extension to Open GL.

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Product Details

ISBN-13:
9781584503446
Publisher:
Cengage Learning
Publication date:
09/23/2004
Series:
Charles River Media Game Development Series
Edition description:
Book with CD
Pages:
594
Product dimensions:
7.50(w) x 9.22(h) x 1.05(d)

Table of Contents

Part I Introduction
Chapter 1 Basic Definitions and Concepts
Chapter 2 An AI Engine: The Basic Components and Design
Chapter 3 Asteroids: Our AI Test Bed

Part II Game Genres
Chapter 4 Role Playing Games (RPGs)
Chapter 5 Adventure Games
Chapter 6 Real-Time Strategy (RTS) Games
Chapter 7 First-Person Shooters/Third-Person Shooters (FTPS)
Chapter 8 Platform Games
Chapter 9 Shooter Games
Chapter 19 Sports Games
Chapter 11 Racing Games
Chapter 12 Classic Strategy Games
Chapter 13 Fighting Games
Chapter 14 Miscellaneous Genres of Note

Part III Basic AI Engine Techniques
Chapter 15 Finite-State Machines
Chapter 16 Fuzzy-State Machines
Chapter 17 Message-Based Systems
Chapter 18 Scripting Systems
Chapter 19 Location-Based Information Systems

Part IV Advanced AI Engine Techniques
Chapter 20 Genetic Algorithms
Chapter 21 Neural Networks
Chapter 22 Other Techniques of Note

Part V Real Game AI Development
Chapter 23 Distributed AI Design
Chapter 24 Common AI Development Concerns
Chapter 25 Debugging
Chapter 26 Conclusion, and the Future
Appendix: About the CD-ROM
Index

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