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Gaming AI

Author: George Gilder

Publisher:

Published: 2020-10-15

Total Pages: 64

ISBN-13: 9781936599875

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.

Artificial Intelligence and Games

Author: Georgios N. Yannakakis

Publisher: Springer

Published: 2018-02-17

Total Pages: 337

ISBN-13: 3319635190

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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.

Programming Game AI by Example

Author: Mat Buckland

Publisher: Jones & Bartlett Learning

Published: 2005

Total Pages: 522

ISBN-13: 9781556220784

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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.

AI for Games, Third Edition

Author: Ian Millington

Publisher: CRC Press

Published: 2019-03-18

Total Pages: 1050

ISBN-13: 1351053280

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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

AI for Game Developers

Author: David M Bourg

Publisher: "O'Reilly Media, Inc."

Published: 2004-07-23

Total Pages: 392

ISBN-13: 1449333109

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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.

AI for Games

Author: Ian Millington

Publisher: CRC Press

Published: 2021-11-16

Total Pages: 84

ISBN-13: 1000475514

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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).

General Video Game Artificial Intelligence

Author: Diego Pérez Liébana

Publisher: Springer Nature

Published: 2022-05-31

Total Pages: 177

ISBN-13: 3031021223

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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.

AI Game Development

Author: Alex J. Champandard

Publisher: New Riders

Published: 2003

Total Pages: 772

ISBN-13: 9781592730049

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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.

Game AI Pro 2

Author: Steven Rabin

Publisher: CRC Press

Published: 2015-04-17

Total Pages: 577

ISBN-13: 1482254808

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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

Playing Smart

Author: Julian Togelius

Publisher: MIT Press

Published: 2019-01-15

Total Pages: 188

ISBN-13: 0262039036

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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.