General Video Game Artificial Intelligence

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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 : 40,8 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.

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 : 55,6 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.

Artificial Intelligence for Computer Games

Pedro Antonio González-Calero,Marco Antonio Gómez-Martín
Artificial Intelligence for Computer Games Book PDF

Author : Pedro Antonio González-Calero,Marco Antonio Gómez-Martín
Publisher : Springer Science & Business Media
Page : 200 pages
File Size : 50,6 Mb
Release : 2011-03-01
Category : Technology & Engineering
ISBN : 9781441981882

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Artificial Intelligence for Computer Games by Pedro Antonio González-Calero,Marco Antonio Gómez-Martín Pdf

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.

Artificial Intelligence Video Games

Fouad Sabry
Artificial Intelligence Video Games Book PDF

Author : Fouad Sabry
Publisher : One Billion Knowledgeable
Page : 159 pages
File Size : 44,9 Mb
Release : 2023-07-04
Category : Computers
ISBN : PKEY:6610000475254

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Artificial Intelligence Video Games by Fouad Sabry Pdf

What Is Artificial Intelligence Video Games Artificial intelligence (AI) is used in video games to develop responsive, adaptive, or intelligent behaviors, primarily in non-player characters (NPCs), that are akin to the intellect of humans. Since the beginning of the video game industry in the 1950s, artificial intelligence has been an essential component of the medium. Artificial intelligence (AI) in video games is a discrete topic that is distinct from AI in academic settings. Rather than serving the purposes of machine learning or decision making, it is designed to enhance the experience of game players. The concept of artificial intelligence (AI) opponents became very popular during the golden age of arcade video games. This concept manifested itself in the form of graduated difficulty levels, distinct movement patterns, and in-game events that were reliant on the player's input. The behavior of non-player characters (NPCs) in modern games is frequently governed by tried-and-true methods such as pathfinding and decision trees. Data mining and procedural content production are two examples of AI applications that are frequently utilized in methods that are not immediately obvious to the user. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Artificial intelligence in video games Chapter 2: Artificial intelligence Chapter 3: List of artificial intelligence projects Chapter 4: Video game programmer Chapter 5: Interactive storytelling Chapter 6: Outline of video games Chapter 7: Outline of artificial intelligence Chapter 8: General game playing Chapter 9: Dynamic game difficulty balancing Chapter 10: Machine learning in video games (II) Answering the public top questions about artificial intelligence video games. (III) Real world examples for the usage of artificial intelligence video games in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of artificial intelligence video games' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of artificial intelligence video games.

Artificial Intelligence for Computer Games

John David Funge
Artificial Intelligence for Computer Games Book PDF

Author : John David Funge
Publisher : CRC Press
Page : 160 pages
File Size : 50,9 Mb
Release : 2004-07-29
Category : Computers
ISBN : 9781439864807

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Artificial Intelligence for Computer Games by John David Funge Pdf

Learn to make games that are more fun and engaging! Building on fundamental principles of Artificial Intelligence, Funge explains how to create Non-Player Characters (NPCs) with progressively more sophisticated capabilities. Starting with the basic capability of acting in the game world, the book explains how to develop NPCs who can perceive, remem

General Game Playing

Michael Liu,Michael Xia
General Game Playing Book PDF

Author : Michael Liu,Michael Xia
Publisher : Springer Nature
Page : 213 pages
File Size : 51,5 Mb
Release : 2022-06-01
Category : Computers
ISBN : 9783031015694

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General Game Playing by Michael Liu,Michael Xia Pdf

General game players are computer systems able to play strategy games based solely on formal game descriptions supplied at "runtime" (n other words, they don't know the rules until the game starts). Unlike specialized game players, such as Deep Blue, general game players cannot rely on algorithms designed in advance for specific games; they must discover such algorithms themselves. General game playing expertise depends on intelligence on the part of the game player and not just intelligence of the programmer of the game player. GGP is an interesting application in its own right. It is intellectually engaging and more than a little fun. But it is much more than that. It provides a theoretical framework for modeling discrete dynamic systems and defining rationality in a way that takes into account problem representation and complexities like incompleteness of information and resource bounds. It has practical applications in areas where these features are important, e.g., in business and law. More fundamentally, it raises questions about the nature of intelligence and serves as a laboratory in which to evaluate competing approaches to artificial intelligence. This book is an elementary introduction to General Game Playing (GGP). (1) It presents the theory of General Game Playing and leading GGP technologies. (2) It shows how to create GGP programs capable of competing against other programs and humans. (3) It offers a glimpse of some of the real-world applications of General Game Playing.

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 : 54,6 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

Playing Smart

Julian Togelius
Playing Smart Book PDF

Author : Julian Togelius
Publisher : MIT Press
Page : 192 pages
File Size : 40,7 Mb
Release : 2019-01-15
Category : Games & Activities
ISBN : 9780262350150

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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.

General Game Playing

Fouad Sabry
General Game Playing Book PDF

Author : Fouad Sabry
Publisher : One Billion Knowledgeable
Page : 152 pages
File Size : 48,5 Mb
Release : 2023-07-04
Category : Computers
ISBN : PKEY:6610000475360

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General Game Playing by Fouad Sabry Pdf

What Is General Game Playing The concept of general game playing, sometimes known as GGP, refers to the development of artificial intelligence programs that are capable of competing well in more than one game. Computers are programmed to play many different games, such as chess, using an algorithm that is built specifically for that game and cannot be used in any other setting. For instance, a computer software that is designed to play chess cannot also play checkers. On the road to creating artificial general intelligence, generic game playing is seen as a necessary milestone. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: General game playing Chapter 2: Artificial intelligence Chapter 3: Machine learning Chapter 4: Game Description Language Chapter 5: List of programming languages for artificial intelligence Chapter 6: Monte Carlo tree search Chapter 7: Deep reinforcement learning Chapter 8: Artificial intelligence in video games Chapter 9: Machine learning in video games Chapter 10: Google DeepMind (II) Answering the public top questions about general game playing. (III) Real world examples for the usage of general game playing in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of general game playing' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of general game playing.

AI Game Development

Alex J. Champandard
AI Game Development Book PDF

Author : Alex J. Champandard
Publisher : New Riders
Page : 772 pages
File Size : 54,5 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

Ian Millington
AI for Games Book PDF

Author : Ian Millington
Publisher : CRC Press
Page : 84 pages
File Size : 41,6 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).

Game Development Essentials: Game Artificial Intelligence

John Ahlquist, Jr.,Jeannie Novak
Game Development Essentials Game Artificial Intelligence Book PDF

Author : John Ahlquist, Jr.,Jeannie Novak
Publisher : Unknown
Page : 334 pages
File Size : 41,9 Mb
Release : 2008
Category : Art
ISBN : STANFORD:36105123399037

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Game Development Essentials: Game Artificial Intelligence by John Ahlquist, Jr.,Jeannie Novak Pdf

Written by experts with years of gaming industry experience developing today’s most popular games, Game Development Essentials: Game Artificial Intelligence provides an engaging introduction to real world game artificial intelligence techniques. With a clear, step-by-step approach, the book begins by covering artificial intelligence techniques that are relevant to the work of today’s developers. This technical detail is then expanded through descriptions of how these techniques are actually used in games, as well as the specific issues that arise when using them. With a straightforward writing style, this book offers a guide to game artificial intelligence that is clear, relevant, and updated to reflect the most current technology and trends in the industry. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

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 : 47,8 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.

Computational Intelligence

Juan Julián Merelo,Agostinho Rosa,José M. Cadenas,António Dourado Correia,Kurosh Madani,António Ruano,Joaquim Filipe
Computational Intelligence Book PDF

Author : Juan Julián Merelo,Agostinho Rosa,José M. Cadenas,António Dourado Correia,Kurosh Madani,António Ruano,Joaquim Filipe
Publisher : Springer
Page : 494 pages
File Size : 45,5 Mb
Release : 2016-11-21
Category : Technology & Engineering
ISBN : 9783319485065

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Computational Intelligence by Juan Julián Merelo,Agostinho Rosa,José M. Cadenas,António Dourado Correia,Kurosh Madani,António Ruano,Joaquim Filipe Pdf

This book includes a selection of revised and extended versions of the best papers from the seventh International Joint Conference on Computational Intelligence (IJCCI 2015), held in Lisbon, Portugal, from 12 to 14 November 2015, which was composed of three co-located conferences: The International Conference on Evolutionary Computation Theory and Applications (ECTA), the International Conference on Fuzzy Computation Theory and Applications (FCTA), and the International Conference on Neural Computation Theory and Applications (NCTA). The book presents recent advances in scientific developments and applications in these three areas, reflecting the IJCCI’s commitment to high quality standards.

Game AI Pro 2

Steven Rabin
Game AI Pro 2 Book PDF

Author : Steven Rabin
Publisher : CRC Press
Page : 577 pages
File Size : 54,7 Mb
Release : 2015-04-17
Category : Computers
ISBN : 9781498760423

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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 com