AI game engine programming

Annotation 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 wit.

Preface -- Part I Introduction -- Basic Definitions and Concepts 1 -- An AI Engine: The Basic Components and Design 2 -- AIsteroids: Our AI Test Bed 3 -- Part II Game Genres -- Role-Playing Games (RPGs) 4 -- Adventure Games 5 -- Real-Time Strategy (RTS) Games 6 -- First-Person Shooters/ Third- Person Shooters (FTPS) 7 -- Platform Games 8 -- Shooter Games 9 -- Sports Games 10 -- Racing Games 11 -- Classic Strategy Games 12 -- Fighting Games 13 -- Miscellaneous Genres of Note 14 -- Part III Basic AI Engine Techniques -- Finite-State Machines 15 -- Fuzzy-State Machines (FuSMs) 16.

Message-Based Systems 17 -- Scripting Systems 18 -- Location-Based Information Systems 19 -- Part IV Advanced AI Engine Techniques -- Genetic Algorithms 20 -- Neural Networks 21 -- Other Techniques of Note 22 -- Part V Real Game AI Development -- Distributed AI Design 23 -- Common AI Development Concerns 24 -- Debugging 25 -- Conclusions, and the Future 26 -- About the CD-ROM -- Index.