Author: Diego Pérez Liébana
Publisher: Morgan & Claypool Publishers
ISBN: 1681736454
Category : Computers
Languages : en
Pages : 193
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Book Description
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.
Author: Michael Liu
Publisher: Springer Nature
ISBN: 303101569X
Category : Computers
Languages : en
Pages : 213
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Book Description
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.
Author: Fouad Sabry
Publisher: One Billion Knowledgeable
ISBN:
Category : Computers
Languages : en
Pages : 152
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Book Description
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.
Author: Georgios N. Yannakakis
Publisher: Springer
ISBN: 3319635190
Category : Computers
Languages : en
Pages : 350
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Book Description
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: Pedro Antonio González-Calero
Publisher: Springer Science & Business Media
ISBN: 1441981888
Category : Technology & Engineering
Languages : en
Pages : 210
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Book Description
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.
Author: Iain M. Banks
Publisher: Orbit
ISBN: 0316095869
Category : Fiction
Languages : en
Pages : 281
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Book Description
The Culture — a human/machine symbiotic society — has thrown up many great Game Players, and one of the greatest is Gurgeh Jernau Morat Gurgeh. The Player of Games. Master of every board, computer and strategy. Bored with success, Gurgeh travels to the Empire of Azad, cruel and incredibly wealthy, to try their fabulous game. . . a game so complex, so like life itself, that the winner becomes emperor. Mocked, blackmailed, almost murdered, Gurgeh accepts the game, and with it the challenge of his life — and very possibly his death. The Culture Series Consider Phlebas The Player of Games Use of Weapons The State of the Art Excession Inversions Look to Windward Matter Surface Detail The Hydrogen Sonata
Author: Katie Salen Tekinbas
Publisher: MIT Press
ISBN: 9780262240451
Category : Computers
Languages : en
Pages : 680
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Book Description
An impassioned look at games and game design that offers the most ambitious framework for understanding them to date. As pop culture, games are as important as film or television—but game design has yet to develop a theoretical framework or critical vocabulary. In Rules of Play Katie Salen and Eric Zimmerman present a much-needed primer for this emerging field. They offer a unified model for looking at all kinds of games, from board games and sports to computer and video games. As active participants in game culture, the authors have written Rules of Play as a catalyst for innovation, filled with new concepts, strategies, and methodologies for creating and understanding games. Building an aesthetics of interactive systems, Salen and Zimmerman define core concepts like "play," "design," and "interactivity." They look at games through a series of eighteen "game design schemas," or conceptual frameworks, including games as systems of emergence and information, as contexts for social play, as a storytelling medium, and as sites of cultural resistance. Written for game scholars, game developers, and interactive designers, Rules of Play is a textbook, reference book, and theoretical guide. It is the first comprehensive attempt to establish a solid theoretical framework for the emerging discipline of game design.
Author: Kristine Jorgensen
Publisher: MIT Press
ISBN: 026203865X
Category : Games & Activities
Languages : en
Pages : 328
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Book Description
Contributors from a range of disciplines explore boundary-crossing in videogames, examining both transgressive game content and transgressive player actions. Video gameplay can include transgressive play practices in which players act in ways meant to annoy, punish, or harass other players. Videogames themselves can include transgressive or upsetting content, including excessive violence. Such boundary-crossing in videogames belies the general idea that play and games are fun and non-serious, with little consequence outside the world of the game. In this book, contributors from a range of disciplines explore transgression in video games, examining both game content and player actions. The contributors consider the concept of transgression in games and play, drawing on discourses in sociology, philosophy, media studies, and game studies; offer case studies of transgressive play, considering, among other things, how gameplay practices can be at once playful and violations of social etiquette; investigate players' emotional responses to game content and play practices; examine the aesthetics of transgression, focusing on the ways that game design can be used for transgressive purposes; and discuss transgressive gameplay in a societal context. By emphasizing actual player experience, the book offers a contextual understanding of content and practices usually framed as simply problematic. Contributors Fraser Allison, Kristian A. Bjørkelo, Kelly Boudreau, Marcus Carter, Mia Consalvo, Rhys Jones, Kristine Jørgensen, Faltin Karlsen, Tomasz Z. Majkowski, Alan Meades, Torill Elvira Mortensen, Víctor Navarro-Remesal, Holger Pötzsch, John R. Sageng, Tanja Sihvonen, Jaakko Stenros, Ragnhild Tronstad, Hanna Wirman
Author: Jon Peterson
Publisher: MIT Press
ISBN: 0262542951
Category : Games & Activities
Languages : en
Pages : 401
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Book Description
The story of the arcane table-top game that became a pop culture phenomenon and the long-running legal battle waged by its cocreators. When Dungeons & Dragons was first released to a small hobby community, it hardly seemed destined for mainstream success--and yet this arcane tabletop role-playing game became an unlikely pop culture phenomenon. In Game Wizards, Jon Peterson chronicles the rise of Dungeons & Dragons from hobbyist pastime to mass market sensation, from the initial collaboration to the later feud of its creators, Gary Gygax and Dave Arneson. As the game's fiftieth anniversary approaches, Peterson--a noted authority on role-playing games--explains how D&D and its creators navigated their successes, setbacks, and controversies. Peterson describes Gygax and Arneson's first meeting and their work toward the 1974 release of the game; the founding of TSR and its growth as a company; and Arneson's acrimonious departure and subsequent challenges to TSR. He recounts the "Satanic Panic" accusations that D&D was sacrilegious and dangerous, and how they made the game famous. And he chronicles TSR's reckless expansion and near-fatal corporate infighting, which culminated with the company in debt and overextended and the end of Gygax's losing battle to retain control over TSR and D&D. With Game Wizards, Peterson restores historical particulars long obscured by competing narratives spun by the one-time partners. That record amply demonstrates how the turbulent experience of creating something as momentous as Dungeons & Dragons can make people remember things a bit differently from the way they actually happened.
Author: Roger Caillois
Publisher: University of Illinois Press
ISBN: 9780252070334
Category : Games & Activities
Languages : en
Pages : 228
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Book Description
According to Roger Caillois, play is an occasion of pure waste. In spite of this - or because of it - play constitutes an essential element of human social and spiritual development. In this study, the author defines play as a free and voluntary activity that occurs in a pure space, isolated and protected from the rest of life.
