Behavioral Mathematics For Game Ai
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Author | : Dave Mark |
Publisher | : Cengage Learning Ptr |
Total Pages | : 459 |
Release | : 2009 |
Genre | : Computers |
ISBN | : 9781584506843 |
Human behavior is never an exact science, making the design and programming of artificial intelligence that seeks to replicate human behavior difficult. Usually, the answers cannot be found in sterile algorithms that are often the focus of artificial intelligence programming. However, by analyzing why people behave the way we do, we can break down the process into increasingly smaller components. We can model many of those individual components in the language of logic and mathematics and then reassemble them into larger, more involved decision-making processes. Drawing from classical game theory, "Behavioral Mathematics for Game AI" covers both the psychological foundations of human decisions and the mathematical modeling techniques that AI designers and programmers can use to replicate them. With examples from both real life and game situations, you'll explore topics such as utility, the fallacy of rational behavior, and the inconsistencies and contradictions that human behavior often exhibits. You'll examine various ways of using statistics, formulas, and algorithms to create believable simulations and to model these dynamic, realistic, and interesting behaviors in video games. Finally, you'll be introduced to a number of tools you can use in conjunction with standard AI algorithms to make it easier to utilize the mathematical models.
Author | : Steven Rabin |
Publisher | : CRC Press |
Total Pages | : 566 |
Release | : 2015-04-17 |
Genre | : Computers |
ISBN | : 1482254808 |
Game AI Pro2: Collected Wisdom of Game AI Professionals presents cutting-edge tips, tricks, and techniques for artificial intelligence (AI) in games, drawn from developers of shipped commercial games as well as some of the best-known academics in the field. It contains knowledge, advice, hard-earned wisdom, and insights gathered from across the com
Author | : Mat Buckland |
Publisher | : Jones & Bartlett Learning |
Total Pages | : 522 |
Release | : 2005 |
Genre | : Computers |
ISBN | : 9781556220784 |
This book describes in detail many of the AI techniques used in modern computer games, explicity shows how to implement these practical techniques within the framework of several game developers with a practical foundation to game AI.
Author | : David M. Bourg |
Publisher | : "O'Reilly Media, Inc." |
Total Pages | : 398 |
Release | : 2004 |
Genre | : Computers |
ISBN | : 9780596005559 |
From the author of "Physics for Game Developers," comes a new, non-threatening introduction to the complex subject of game programming.
Author | : Steve Rabin |
Publisher | : CRC Press |
Total Pages | : 403 |
Release | : 2019-09-10 |
Genre | : Computers |
ISBN | : 0429621868 |
Steve Rabin’s Game AI Pro 360: Guide to Architecture gathers all the cutting-edge information from his previous three Game AI Pro volumes into a convenient single source anthology covering game AI architecture. This volume is complete with articles by leading game AI programmers that further explore modern architecture such as behavior trees and share architectures used in top games such as Final Fantasy XV, the Call of Duty series and the Guild War series. Key Features Provides real-life case studies of game AI in published commercial games Material by top developers and researchers in Game AI Downloadable demos and/or source code available online
Author | : Steve Rabin |
Publisher | : CRC Press |
Total Pages | : 300 |
Release | : 2019-09-10 |
Genre | : Computers |
ISBN | : 0429619650 |
Steve Rabin’s Game AI Pro 360: Guide to Character Behavior gathers all the cutting-edge information from his previous three Game AI Pro volumes into a convenient single source anthology that covers character behavior in game AI. This volume is complete with articles by leading game AI programmers that focus on individual AI behavior such as character interactions, modelling knowledge, efficient simulation, difficulty balancing, and making decisions with case studies from both commercial and indie games. Key Features Provides real-life case studies of game AI in published commercial games Material by top developers and researchers in Game AI Downloadable demos and/or source code available online
Author | : Georgios N. Yannakakis |
Publisher | : Springer |
Total Pages | : 350 |
Release | : 2018-02-17 |
Genre | : Computers |
ISBN | : 3319635190 |
This is the first textbook dedicated to explaining how artificial intelligence (AI) techniques can be used in and for games. After introductory chapters that explain the background and key techniques in AI and games, the authors explain how to use AI to play games, to generate content for games and to model players. The book will be suitable for undergraduate and graduate courses in games, artificial intelligence, design, human-computer interaction, and computational intelligence, and also for self-study by industrial game developers and practitioners. The authors have developed a website (http://www.gameaibook.org) that complements the material covered in the book with up-to-date exercises, lecture slides and reading.
Author | : Steve Rabin |
Publisher | : CRC Press |
Total Pages | : 541 |
Release | : 2017-07-12 |
Genre | : Computers |
ISBN | : 1498742599 |
Game AI Pro3: Collected Wisdom of Game AI Professionals presents state-of-the-art tips, tricks, and techniques drawn from developers of shipped commercial games as well as some of the best-known academics in the field. This book acts as a toolbox of proven techniques coupled with the newest advances in game AI. These techniques can be applied to almost any game and include topics such as behavior trees, utility theory, path planning, character behavior, and tactical reasoning. KEY FEATURES Contains 42 chapters from 50 of the game industry’s top developers and researchers. Provides real-life case studies of game AI in published commercial games. Covers a wide range of AI in games, with topics applicable to almost any game. Includes downloadable demos and/or source code, available at http://www.gameaipro.com SECTION EDITORS Neil Kirby General Wisdom Alex Champandard Architecture Nathan Sturtevant Movement and Pathfinding Damian Isla Character Behavior Kevin Dill Tactics and Strategy; Odds and Ends
Author | : Ian Millington |
Publisher | : CRC Press |
Total Pages | : 85 |
Release | : 2021-11-15 |
Genre | : Computers |
ISBN | : 1000475514 |
What is artificial intelligence? How is artificial intelligence used in game development? Game development lives in its own technical world. It has its own idioms, skills, and challenges. That’s one of the reasons games are so much fun to work on. Each game has its own rules, its own aesthetic, and its own trade-offs, and the hardware it will run on keeps changing. AI for Games is designed to help you understand one element of game development: artificial intelligence (AI).
Author | : Edward C. Rosenthal Ph.D. |
Publisher | : Penguin |
Total Pages | : 419 |
Release | : 2011-03-01 |
Genre | : Mathematics |
ISBN | : 1101478845 |
Gain some insight into the game of life... Game Theory means rigorous strategic thinking. It is based on the idea that everyone acts competitively and in his own best interest. With the help of mathematical models, it is possible to anticipate the actions of others in nearly all life's enterprises. This book includes down-to-earth examples and solutions, as well as charts and illustrations designed to help teach the concept. In The Complete Idiot's Guide® to Game Theory, Dr. Edward C. Rosenthal makes it easy to understand game theory with insights into: • The history of the discipline made popular by John Nash, the mathematician dramatized in the film A Beautiful Mind • The role of social behavior and psychology in this amazing discipline • How important game theory has become in our society and why