Ai For Games

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AI for Games, Third Edition

Ian Millington
AI for Games Third Edition Book PDF

Author : Ian Millington
Publisher : CRC Press
Page : 1050 pages
File Size : 49,6 Mb
Release : 2019-03-18
Category : Art
ISBN : 9781351053280

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AI for Games, Third Edition by Ian Millington Pdf

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

Programming Game AI by Example

Mat Buckland
Programming Game AI by Example Book PDF

Author : Mat Buckland
Publisher : Jones & Bartlett Learning
Page : 522 pages
File Size : 45,5 Mb
Release : 2005
Category : Computers
ISBN : 1556220782

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Programming Game AI by Example by Mat Buckland Pdf

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.

Artificial Intelligence and Games

Georgios N. Yannakakis,Julian Togelius
Artificial Intelligence and Games Book PDF

Author : Georgios N. Yannakakis,Julian Togelius
Publisher : Springer
Page : 337 pages
File Size : 41,8 Mb
Release : 2018-02-17
Category : Computers
ISBN : 9783319635194

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Artificial Intelligence and Games by Georgios N. Yannakakis,Julian Togelius Pdf

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.

AI for Games

Ian Millington
AI for Games Book PDF

Author : Ian Millington
Publisher : CRC Press
Page : 84 pages
File Size : 48,6 Mb
Release : 2021-11-16
Category : Computers
ISBN : 9781000475517

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AI for Games by Ian Millington Pdf

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).

AI for Game Developers

David M Bourg,Glenn Seemann
AI for Game Developers Book PDF

Author : David M Bourg,Glenn Seemann
Publisher : "O'Reilly Media, Inc."
Page : 392 pages
File Size : 43,8 Mb
Release : 2004-07-23
Category : Computers
ISBN : 9781449333102

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AI for Game Developers by David M Bourg,Glenn Seemann Pdf

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.

Game AI Pro 2

Steven Rabin
Game AI Pro 2 Book PDF

Author : Steven Rabin
Publisher : CRC Press
Page : 577 pages
File Size : 45,5 Mb
Release : 2015-04-17
Category : Computers
ISBN : 9781482254808

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Game AI Pro 2 by Steven Rabin Pdf

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

Practical Game AI Programming

Micael DaGraca
Practical Game AI Programming Book PDF

Author : Micael DaGraca
Publisher : Packt Publishing Ltd
Page : 341 pages
File Size : 55,8 Mb
Release : 2017-06-30
Category : Computers
ISBN : 9781787129467

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Practical Game AI Programming by Micael DaGraca Pdf

Jump into the world of Game AI development About This Book Move beyond using libraries to create smart game AI, and create your own AI projects from scratch Implement the latest algorithms for AI development and in-game interaction Customize your existing game AI and make it better and more efficient to improve your overall game performance Who This Book Is For This book is for game developers with a basic knowledge of game development techniques and some basic programming techniques in C# or C++. What You Will Learn Get to know the basics of how to create different AI for different type of games Know what to do when something interferes with the AI choices and how the AI should behave if that happens Plan the interaction between the AI character and the environment using Smart Zones or Triggering Events Use animations correctly, blending one animation into another and rather than stopping one animation and starting another Calculate the best options for the AI to move using Pruning Strategies, Wall Distances, Map Preprocess Implementation, and Forced Neighbours Create Theta algorithms to the AI to find short and realistic looking paths Add many characters into the same scene and make them behave like a realistic crowd In Detail The book starts with the basics examples of AI for different game genres and directly jumps into defining the probabilities and possibilities of the AI character to determine character movement. Next, you'll learn how AI characters should behave within the environment created. Moving on, you'll explore how to work with animations. You'll also plan and create pruning strategies, and create Theta algorithms to find short and realistic looking game paths. Next, you'll learn how the AI should behave when there is a lot of characters in the same scene. You'll explore which methods and algorithms, such as possibility maps, Forward Chaining Plan, Rete Algorithm, Pruning Strategies, Wall Distances, and Map Preprocess Implementation should be used on different occasions. You'll discover how to overcome some limitations, and how to deliver a better experience to the player. By the end of the book, you think differently about AI. Style and approach The book has a step-by-step tutorial style approach. The algorithms are explained by implementing them in #.

Artificial Intelligence for Games

Ian Millington,John Funge
Artificial Intelligence for Games Book PDF

Author : Ian Millington,John Funge
Publisher : CRC Press
Page : 898 pages
File Size : 54,8 Mb
Release : 2018-12-14
Category : Computers
ISBN : 9781315360577

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Artificial Intelligence for Games by Ian Millington,John Funge Pdf

Creating robust artificial intelligence is one of the greatest challenges for game developers, yet the commercial success of a game is often dependent upon the quality of the AI. In this book, Ian Millington brings extensive professional experience to the problem of improving the quality of AI in games. He describes numerous examples from real games and explores the underlying ideas through detailed case studies. He goes further to introduce many techniques little used by developers today. The book's associated web site contains a library of C++ source code and demonstration programs, and a complete commercial source code library of AI algorithms and techniques. "Artificial Intelligence for Games - 2nd edition" will be highly useful to academics teaching courses on game AI, in that it includes exercises with each chapter. It will also include new and expanded coverage of the following: AI-oriented gameplay; Behavior driven AI; Casual games (puzzle games). Key Features * The first comprehensive, professional tutorial and reference to implement true AI in games written by an engineer with extensive industry experience. * Walks through the entire development process from beginning to end. * Includes examples from over 100 real games, 10 in-depth case studies, and web site with sample code.

Playing Smart

Julian Togelius
Playing Smart Book PDF

Author : Julian Togelius
Publisher : MIT Press
Page : 188 pages
File Size : 53,5 Mb
Release : 2019-01-15
Category : Games & Activities
ISBN : 9780262039031

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Playing Smart by Julian Togelius Pdf

A new vision of the future of games and game design, enabled by AI. Can games measure intelligence? How will artificial intelligence inform games of the future? In Playing Smart, Julian Togelius explores the connections between games and intelligence to offer a new vision of future games and game design. Video games already depend on AI. We use games to test AI algorithms, challenge our thinking, and better understand both natural and artificial intelligence. In the future, Togelius argues, game designers will be able to create smarter games that make us smarter in turn, applying advanced AI to help design games. In this book, he tells us how. Games are the past, present, and future of artificial intelligence. In 1948, Alan Turing, one of the founding fathers of computer science and artificial intelligence, handwrote a program for chess. Today we have IBM's Deep Blue and DeepMind's AlphaGo, and huge efforts go into developing AI that can play such arcade games as Pac-Man. Programmers continue to use games to test and develop AI, creating new benchmarks for AI while also challenging human assumptions and cognitive abilities. Game design is at heart a cognitive science, Togelius reminds us—when we play or design a game, we plan, think spatially, make predictions, move, and assess ourselves and our performance. By studying how we play and design games, Togelius writes, we can better understand how humans and machines think. AI can do more for game design than providing a skillful opponent. We can harness it to build game-playing and game-designing AI agents, enabling a new generation of AI-augmented games. With AI, we can explore new frontiers in learning and play.

AI Game Development

Alex J. Champandard
AI Game Development Book PDF

Author : Alex J. Champandard
Publisher : New Riders
Page : 772 pages
File Size : 42,8 Mb
Release : 2003
Category : Computers
ISBN : 1592730043

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AI Game Development by Alex J. Champandard Pdf

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.

AI for Games and Animation

John David Funge
AI for Games and Animation Book PDF

Author : John David Funge
Publisher : A K Peters, Ltd.
Page : 250 pages
File Size : 52,6 Mb
Release : 1999
Category : Computers
ISBN : 1568811039

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AI for Games and Animation by John David Funge Pdf

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.

General Video Game Artificial Intelligence

Diego Pérez Liébana,Simon M. Lucas,Raluca D. Gaina,Julian Togelius,Ahmed Khalifa,Jialin Liu
General Video Game Artificial Intelligence Book PDF

Author : Diego Pérez Liébana,Simon M. Lucas,Raluca D. Gaina,Julian Togelius,Ahmed Khalifa,Jialin Liu
Publisher : Springer Nature
Page : 177 pages
File Size : 49,9 Mb
Release : 2022-05-31
Category : Mathematics
ISBN : 9783031021220

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General Video Game Artificial Intelligence by Diego Pérez Liébana,Simon M. Lucas,Raluca D. Gaina,Julian Togelius,Ahmed Khalifa,Jialin Liu Pdf

Research on general video game playing aims at designing agents or content generators that can perform well in multiple video games, possibly without knowing the game in advance and with little to no specific domain knowledge. The general video game AI framework and competition propose a challenge in which researchers can test their favorite AI methods with a potentially infinite number of games created using the Video Game Description Language. The open-source framework has been used since 2014 for running a challenge. Competitors around the globe submit their best approaches that aim to generalize well across games. Additionally, the framework has been used in AI modules by many higher-education institutions as assignments, or as proposed projects for final year (undergraduate and Master's) students and Ph.D. candidates. The present book, written by the developers and organizers of the framework, presents the most interesting highlights of the research performed by the authors during these years in this domain. It showcases work on methods to play the games, generators of content, and video game optimization. It also outlines potential further work in an area that offers multiple research directions for the future.

Game AI Pro 3

Steve Rabin
Game AI Pro 3 Book PDF

Author : Steve Rabin
Publisher : CRC Press
Page : 541 pages
File Size : 41,7 Mb
Release : 2017-07-12
Category : Computers
ISBN : 9781498742597

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Game AI Pro 3 by Steve Rabin Pdf

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

AI and Artificial Life in Video Games

Guy W. Lecky-Thompson
AI and Artificial Life in Video Games Book PDF

Author : Guy W. Lecky-Thompson
Publisher : Charles River Media
Page : 360 pages
File Size : 49,7 Mb
Release : 2008
Category : Computers
ISBN : UCSD:31822034629592

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AI and Artificial Life in Video Games by Guy W. Lecky-Thompson Pdf

"Course technology Cengage learning"--Cover.

Gaming AI

George Gilder
Gaming AI Book PDF

Author : George Gilder
Publisher : Unknown
Page : 64 pages
File Size : 54,8 Mb
Release : 2020-10-15
Category : Electronic
ISBN : 1936599872

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Gaming AI by George Gilder Pdf

Pointing to the triumph of artificial intelligence over unaided humans in everything from games such as chess and Go to vital tasks such as protein folding and securities trading, many experts uphold the theory of a "singularity." This is the trigger point when human history ends and artificial intelligence prevails in an exponential cascade of self-replicating machines rocketing toward godlike supremacy in the universe. Gaming AI suggests that this belief is both dumb and self-defeating. Displaying a profound and crippling case of professional amnesia, the computer science establishment shows an ignorance of the most important findings of its own science, from Kurt Gödel's "incompleteness" to Alan Turing's "oracle" to Claude Shannon's "entropy." Dabbling in quantum machines, these believers in machine transcendence defy the deepest findings of quantum theory. Claiming to create minds, they are clinically "out of their minds." Despite the quasi-religious pretensions of techno-elites nobly saving the planet from their own devices, their faith in a techno-utopian singularity is a serious threat to real progress. An industry utterly dependent on human minds will not prosper by obsoleting both their customers and their creators. Gaming AI calls for a remedial immersion in the industry's own heroic history and an understanding of the actual science of their own human minds.