Download or read book Behavioral Mathematics for Game AI written by Dave Mark and published by Cengage Learning Ptr. This book was released on 2009 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Game AI Pro 2 written by Steven Rabin and published by CRC Press. This book was released on 2015-04-17 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 community of developers and researchers who have devoted themselves to game AI. In this book, 47 expert developers and researchers have come together to bring you their newest advances in game AI, along with twists on proven techniques that have shipped in some of the most successful commercial games of the last few years. The book provides a toolbox of proven techniques that can be applied to many common and not-so-common situations. It is written to be accessible to a broad range of readers. Beginners will find good general coverage of game AI techniques and a number of comprehensive overviews, while intermediate to expert professional game developers will find focused, deeply technical chapters on specific topics of interest to them. Covers a wide range of AI in games, with topics applicable to almost any game Touches on most, if not all, of the topics necessary to get started in game AI Provides real-life case studies of game AI in published commercial games Gives in-depth, technical solutions from some of the industry’s best-known games Includes downloadable demos and/or source code, available at http://www.gameaipro.com
Download or read book Game AI Pro 360 Guide to Character Behavior written by Steve Rabin and published by CRC Press. This book was released on 2019-09-10 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Download or read book Programming Game AI by Example written by Mat Buckland and published by Jones & Bartlett Learning. This book was released on 2005 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Game AI Pro 360 Guide to Architecture written by Steve Rabin and published by CRC Press. This book was released on 2019-09-10 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Download or read book AI for Game Developers written by David M Bourg and published by "O'Reilly Media, Inc.". This book was released on 2004-07-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for the novice AI programmer, this text introduces the reader to techniques such as finite state machines, fuzzy logic, neural networks and many others in an easy-to-understand language, supported with code samples throughout the text.
Download or read book Game AI Pro 3 written by Steve Rabin and published by CRC Press. This book was released on 2017-07-12 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Download or read book Game AI Pro 360 Guide to Tactics and Strategy written by Steve Rabin and published by CRC Press. This book was released on 2019-09-06 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Steve Rabin’s Game AI Pro 360: Guide to Tactics and Strategy gathers all the cutting-edge information from his previous three Game AI Pro volumes into a convenient single source anthology that covers game AI strategy and tactics. This volume is complete with articles by leading game AI programmers that focus largely on combat decisions made in a wide variety of genres such as RTS, RPG, MOBA, strategy and tower defense 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
Download or read book AI for Games Third Edition written by Ian Millington and published by CRC Press. This book was released on 2019-03-18 with total page 1050 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI is an integral part of every video game. This book helps professionals keep up with the constantly evolving technological advances in the fast growing game industry and equips students with up-to-date information they need to jumpstart their careers. This revised and updated Third Edition includes new techniques, algorithms, data structures and representations needed to create powerful AI in games. Key Features A comprehensive professional tutorial and reference to implement true AI in games Includes new exercises so readers can test their comprehension and understanding of the concepts and practices presented Revised and updated to cover new techniques and advances in AI Walks the reader through the entire game AI development process
Download or read book Artificial Intelligence and Games written by Georgios N. Yannakakis and published by Springer. This book was released on 2018-02-17 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book AI for Games and Animation written by John David Funge and published by A K Peters, Ltd.. This book was released on 1999 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: John Funge introduces a new approach to creating autonomous characters. Cognitive modeling provides computer-animated characters with logic, reasoning, and planning skills. Individual chapters in the book provide concrete examples of advanced character animation, automated cinematography, and a real-time computer game. Source code, animations, images, and other resources are available at the book's website, listed below.
Download or read book AI Game Development written by Alex J. Champandard and published by New Riders. This book was released on 2003 with total page 772 pages. Available in PDF, EPUB and Kindle. Book excerpt: With game players expecting greater intelligence, efficiency, and realism with non-player characters, AI plays an ever-increasing important role in game development. This is a tremendous challenge for game developers in methodology, software design, and programming. Creating autonomous synthetic creatures that can adapt in games requires a different kind of understanding of AI than the classical approach used by current game programmers. The Nouvelle Game AI approach presented in this book focuses on creating embodied "animats" that behave in an intelligent and realistic manner. In particular, learning AI is generating much interest among the game development community, as these modern techniques can be used to optimize the development process. Book jacket.
Download or read book Artificial Intelligence for Computer Games written by Pedro Antonio González-Calero and published by Springer Science & Business Media. This book was released on 2011-03-01 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents some of the most relevant results from academia in the area of Artificial Intelligence for games. It emphasizes well theoretically supported work supported by developed prototypes, which should lead into integration of academic AI techniques into current electronic entertainment games. The book elaborates on the main results produced in Academia within the last 10 years regarding all aspects of Artificial Intelligence for games, including pathfinding, decision making, and learning. A general theme of the book is the coverage of techniques for facilitating the construction of flexible not prescripted AI for agents in games. Regarding pathfinding, the book includes new techniques for implementing real-time search methods that improve the results obtained through AI, as well as techniques for learning pathfinding behavior by observing actual players. Regarding decision making, the book describes new techniques for authoring tools that facilitate the construction by game designers (typically nonprogrammers) of behavior controlling software, by reusing patterns or actual cases of past behavior. Additionally, the book will cover a number of approaches proposed for extending the essentially pre-scripted nature of current commercial videogames AI into a more interactive form of narrative, where the story emerges from the interaction with the player. Some of those approaches rely on a layered architecture for the character AI, including beliefs, intentions and emotions, taking ideas from research on agent systems. The book also includes chapters on techniques for automatically or semiautomatically learning complex behavior from recorded traces of human or automatic players using different combinations of reinforcement learning, case-based reasoning, neural networks and genetic algorithms.
Download or read book 100 Principles of Game Design written by DESPAIN and published by New Riders. This book was released on 2012-12-18 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: Game designers spend their lives solving extraordinary problems and facing mind-bending paradoxes. It’s their job to make a meticulous plan for “spontaneous fun” players will want to experience over and over again. Pressure is heaped on with demands for innovation and blockbuster status. So designers find themselves facing an abyss of problems, pressure, and possibilities, armed only with their brains and an assortment of design principles they picked up over years of experience. For the first time, 100 Principles of Game Design gathers some of the best of these big ideas into one toolkit. Seasoned designers will be glad they don’t have to hold it all in their heads anymore, and beginning design students can use the book to learn the tools of the trade. When the going gets tough, everyone can turn to this book for guidance, inspiration, or just to remind them of what works. Collected from every popular school of thought in game design, these core principles are organized by theme: innovation, creation, balancing, and troubleshooting. • Includes advances from the world’s leading authorities on game design, some explained by the creators themselves • A reference book of finite, individual principles for easy access, providing a jumping off point for further research • Principles originating in fields as diverse as architecture, psychiatry, and economics, but shown here as they apply to game design • Richly designed with illustrations and photos, making each principle easy to understand and memorable • Timeless approach includes feedback loops, game mechanics, prototyping, economies of scale, user-centered design, and much more Professional designers and instructors at one of the world’s leading game design institutions lay out the building blocks of diverse knowledge required to design even the simplest of games.
Download or read book Probabilistic Game AI written by John Funge and published by Morgan Kaufmann. This book was released on 2013 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'Probabilistic Game AI' introduces a modern approach to artifical intelligence that adds probability and statistics to traditional game AI to create intelligent and more realistic game play. Using probability to generate simple practical algorithms you can create AI behavior that is far from predicatable and more realistic. In the probabilistic framework, there are exciting new possibilities for AI and this book delves into all of the elements: motion recognition, speech recognition and vision, all areas where the probabilistic approach is particularly valuable.
Download or read book AI for Games written by Ian Millington and published by CRC Press. This book was released on 2021-11-16 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).
Download or read book Transforming Gaming and Computer Simulation Technologies across Industries written by Dubbels, Brock and published by IGI Global. This book was released on 2016-11-23 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, digital technologies have become more ubiquitous and integrated into everyday life. While once reserved mostly for personal uses, video games and similar innovations are now implemented across a variety of fields. Transforming Gaming and Computer Simulation Technologies across Industries is a pivotal reference source for the latest research on emerging simulation technologies and gaming innovations to enhance industry performance and dependency. Featuring extensive coverage across a range of relevant perspectives and topics, such as user research, player identification, and multi-user virtual environments, this book is ideally designed for engineers, professionals, practitioners, upper-level students, and academics seeking current research on gaming and computer simulation technologies across different industries.
