On The Design Of Game Playing Agents

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On the Design of Game-Playing Agents

Author : Eun-Youn Kim
Publisher : Springer Nature
ISBN 13 : 3031021193
Total Pages : 172 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis On the Design of Game-Playing Agents by : Eun-Youn Kim

Download or read book On the Design of Game-Playing Agents written by Eun-Youn Kim and published by Springer Nature. This book was released on 2022-06-01 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolving agents to play games is a promising technology. It can provide entertaining opponents for games like Chess or Checkers, matched to a human opponent as an alternative to the perfect and unbeatable opponents embodied by current artifical intelligences. Evolved agents also permit us to explore the strategy space of mathematical games like Prisoner's Dilemma and Rock-Paper-Scissors. This book summarizes, explores, and extends recent work showing that there are many unsuspected factors that must be controlled in order to create a plausible or useful set of agents for modeling cooperation and conflict, deal making, or other social behaviors. The book also provides a proposal for an agent training protocol that is intended as a step toward being able to train humaniform agents—in other words, agents that plausibly model human behavior.

Agents for Games and Simulations II

Author : F. Dignum
Publisher : Springer Science & Business Media
ISBN 13 : 3642181805
Total Pages : 216 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Agents for Games and Simulations II by : F. Dignum

Download or read book Agents for Games and Simulations II written by F. Dignum and published by Springer Science & Business Media. This book was released on 2011-01-14 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: While today's game engines and multi-agent platforms cross-fertilize each other to some extent, the technologies used in these areas are not readily compatible due to some differences in their primary concerns. Where game engines prioritize efficiency and central control, multi-agent platforms focus on agent autonomy and sophisticated communication capabilities. This volume gives an overview of the current state of the art for people wishing to combine agent technology with (serious) games. This state-of-the-art survey contains a collection of papers presented at AGS 2010; the Second International Workshop on Agents for Games and Simulations, held on May 10, 2010, in Toronto, as well as extended versions of papers from other workshops and from the AAMAS conference. The 14 papers are organized in three topical sections focusing on architectures combining agents and game engines, on the training aspects of the games, on social and organizational aspects of games and agents, respectively.

Computational Models of Motivation for Game-Playing Agents

Author : Kathryn E. Merrick
Publisher : Springer
ISBN 13 : 331933459X
Total Pages : 213 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Computational Models of Motivation for Game-Playing Agents by : Kathryn E. Merrick

Download or read book Computational Models of Motivation for Game-Playing Agents written by Kathryn E. Merrick and published by Springer. This book was released on 2016-09-22 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: The focus of this book is on three influential cognitive motives: achievement, affiliation, and power motivation. Incentive-based theories of achievement, affiliation and power motivation are the basis for competence-seeking behaviour, relationship-building, leadership, and resource-controlling behaviour in humans. In this book we show how these motives can be modelled and embedded in artificial agents to achieve behavioural diversity. Theoretical issues are addressed for representing and embedding computational models of motivation in rule-based agents, learning agents, crowds and evolution of motivated agents. Practical issues are addressed for defining games, mini-games or in-game scenarios for virtual worlds in which computer-controlled, motivated agents can participate alongside human players. The book is structured into four parts: game playing in virtual worlds by humans and agents; comparing human and artificial motives; game scenarios for motivated agents; and evolution and the future of motivated game-playing agents. It will provide game programmers, and those with an interest in artificial intelligence, with the knowledge required to develop diverse, believable game-playing agents for virtual worlds.

Playing Smart

Author : Julian Togelius
Publisher : MIT Press
ISBN 13 : 0262039036
Total Pages : 188 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Playing Smart by : Julian Togelius

Download or read book Playing Smart written by Julian Togelius and published by MIT Press. This book was released on 2019-01-15 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Agents for Games and Simulations

Author : Frank Dignum
Publisher : Springer Science & Business Media
ISBN 13 : 3642111971
Total Pages : 247 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Agents for Games and Simulations by : Frank Dignum

Download or read book Agents for Games and Simulations written by Frank Dignum and published by Springer Science & Business Media. This book was released on 2009-12-21 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on multi-agent systems has provided a promising technology for implementing cognitive intelligent non-playing characters. However, the technologies used in game engines and multi-agent platforms are not readily compatible due to some inherent differences in concerns. Where game engines focus on real-time aspects and thus propagate efficiency and central control, multi-agent platforms assume autonomy of the agents. Increased autonomy and intelligence may offer benefits for a more compelling gameplay and may even be necessary for serious games. However, problems occur when current game design techniques are used to incorporate state-of-the-art multi-agent system technology. A very similar argument can be given for agent-based (social) simulation. This volume contains the papers presented at AGS 2009, the First International Workshop on Agents for Games and Simulations, held in Budapest on May 11, 2009. The focus of the workshop was on the particular challenges facing those using agent technology for games and simulations, with topics covering the technical, conceptual and design aspects of the field.

Critical Play

Author : Mary Flanagan
Publisher : MIT Press
ISBN 13 : 0262518651
Total Pages : 363 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Critical Play by : Mary Flanagan

Download or read book Critical Play written by Mary Flanagan and published by MIT Press. This book was released on 2013-02-08 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: An examination of subversive games like The Sims—games designed for political, aesthetic, and social critique. For many players, games are entertainment, diversion, relaxation, fantasy. But what if certain games were something more than this, providing not only outlets for entertainment but a means for creative expression, instruments for conceptual thinking, or tools for social change? In Critical Play, artist and game designer Mary Flanagan examines alternative games—games that challenge the accepted norms embedded within the gaming industry—and argues that games designed by artists and activists are reshaping everyday game culture. Flanagan provides a lively historical context for critical play through twentieth-century art movements, connecting subversive game design to subversive art: her examples of “playing house” include Dadaist puppet shows and The Sims. She looks at artists’ alternative computer-based games and explores games for change, considering the way activist concerns—including worldwide poverty and AIDS—can be incorporated into game design. Arguing that this kind of conscious practice—which now constitutes the avant-garde of the computer game medium—can inspire new working methods for designers, Flanagan offers a model for designing that will encourage the subversion of popular gaming tropes through new styles of game making, and proposes a theory of alternate game design that focuses on the reworking of contemporary popular game practices.

General Video Game Artificial Intelligence

Author : Diego Pérez Liébana
Publisher : Springer Nature
ISBN 13 : 3031021223
Total Pages : 177 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis General Video Game Artificial Intelligence by : Diego Pérez Liébana

Download or read book General Video Game Artificial Intelligence written by Diego Pérez Liébana and published by Springer Nature. This book was released on 2022-05-31 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Ethics and Game Design: Teaching Values through Play

Author : Schrier, Karen
Publisher : IGI Global
ISBN 13 : 1615208461
Total Pages : 396 pages
Book Rating : 4.6/5 (152 download)

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Book Synopsis Ethics and Game Design: Teaching Values through Play by : Schrier, Karen

Download or read book Ethics and Game Design: Teaching Values through Play written by Schrier, Karen and published by IGI Global. This book was released on 2010-02-28 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book addressing an emerging field of study, ethics and gamesand answers how we can better design and use games to foster ethical thinking and discourse in classrooms"--Provided by publisher.

20 Essential Games to Study

Author : Joshua Bycer
Publisher : CRC Press
ISBN 13 : 0429802072
Total Pages : 156 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis 20 Essential Games to Study by : Joshua Bycer

Download or read book 20 Essential Games to Study written by Joshua Bycer and published by CRC Press. This book was released on 2018-10-26 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to look over the past 35 years of games to discuss titles whose design deserves to be studied by anyone with an interest in game design. While there are plenty of books that focus on the technical side of Game Development, there are few that study the nature of game design itself. Featuring a mix of console and PC offerings, I purposely left off some of the easy choices (Mario, Starcraft, Call of Duty, Overwatch) to focus on games that stood out thanks to their designs. Key Features An informative breakdown focusing on the design and gameplay of successful games Written to be useful for students or designers starting out in game development Books focused specifically on design are rare Perfect for students and professionals alike, or can be read for the nostalgia and history

Rules of Play

Author : Katie Salen Tekinbas
Publisher : MIT Press
ISBN 13 : 9780262240451
Total Pages : 680 pages
Book Rating : 4.2/5 (44 download)

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Book Synopsis Rules of Play by : Katie Salen Tekinbas

Download or read book Rules of Play written by Katie Salen Tekinbas and published by MIT Press. This book was released on 2003-09-25 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Goal-Based Agent Design

Author : Xinxin Sheng
Publisher :
ISBN 13 :
Total Pages : 167 pages
Book Rating : 4.:/5 (763 download)

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Book Synopsis Goal-Based Agent Design by : Xinxin Sheng

Download or read book Goal-Based Agent Design written by Xinxin Sheng and published by . This book was released on 2011 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Game Design

Author : Michael Sellers
Publisher : Addison-Wesley Professional
ISBN 13 : 0134669452
Total Pages : 624 pages
Book Rating : 4.1/5 (346 download)

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Book Synopsis Advanced Game Design by : Michael Sellers

Download or read book Advanced Game Design written by Michael Sellers and published by Addison-Wesley Professional. This book was released on 2017-10-30 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Advanced Game Design, pioneering game designer and instructor Michael Sellers situates game design practices in a strong theoretical framework of systems thinking, enabling designers to think more deeply and clearly about their work, so they can produce better, more engaging games for any device or platform. Sellers offers a deep unifying framework in which practical game design best practices and proven systems thinking theory reinforce each other, helping game designers understand what they are trying to accomplish and the best ways to achieve it. Drawing on 20+ years of experience designing games, launching game studios, and teaching game design, Sellers explains: What games are, and how systems thinking can help you think about them more clearly How to systematically promote engagement, interactivity, and fun What you can learn from MDA and other game design frameworks How to create gameplay and core loops How to design the entire player experience, and how to build game mechanics that work together to create that experience How to capture your game’s “big idea” and Unique Selling Proposition How to establish high-level and background design and translate it into detailed design How to build, playtest, and iterate early prototypes How to build your game design career in a field that keeps changing at breakneck speed

Computer Games

Author : Tristan Cazenave
Publisher : Springer
ISBN 13 : 3319394029
Total Pages : 188 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Computer Games by : Tristan Cazenave

Download or read book Computer Games written by Tristan Cazenave and published by Springer. This book was released on 2016-05-11 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Fourth Computer Games Workshop, CGW 2015, and the Fourth Workshop on General Intelligence in Game-Playing Agents, GIGA 2015, held in conjunction with the 24th International Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, in July 2015.The 12 revised full papers presented were carefully reviewed and selected from 27 submissions. The papers address all aspects of artificial intelligence and computer game playing. They discuss topics such as Monte-Carlo methods; heuristic search; board games; card games; video games; perfect and imperfect information games; puzzles and single player games; multi-player games; combinatorial game theory; applications; computational creativity; computational game theory; evaluation and analysis; game design; knowledge representation; machine learning; multi-agent systems; opponent modeling; planning; reasoning; search.

Agents, Games, and Evolution

Author : Steven Orla Kimbrough
Publisher : CRC Press
ISBN 13 : 1439834717
Total Pages : 506 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Agents, Games, and Evolution by : Steven Orla Kimbrough

Download or read book Agents, Games, and Evolution written by Steven Orla Kimbrough and published by CRC Press. This book was released on 2011-12-19 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Games, or contexts of strategic interaction, pervade and suffuse our lives and the lives of all organisms. How are we to make sense of and cope with such situations? How should an agent play? When will and when won't cooperation arise and be maintained? Using examples and a careful digestion of the literature, Agents, Games, and Evolution: Strategies at Work and Play addresses these encompassing themes throughout, and is organized into four parts: Part I introduces classical game theory and strategy selection. It compares ideally rational and the "naturalist" approach used by this book, which focuses on how actual agents chose their strategies, and the effects of these strategies on model systems. Part II explores a number of basic games, using models in which agents have fixed strategies. This section draws heavily on the substantial literature associated with the relevant application areas in the social sciences. Part III reviews core results and applications of agent-based models in which strategic interaction is present and for which design issues have genuine practical import. This section draws heavily on the substantial literature associated with the application area to hand. Part IV addresses miscellaneous topics in strategic interaction, including lying in negotiations, reasoning by backward induction, and evolutionary models. Modelled after the authors' Agents, Games, and Evolution course at the University of Pennsylvania, this book keeps mathematics to a minimum, focusing on computational strategies and useful methods for dealing with a variety of situations.

Entertainment Computing - ICEC 2014

Author : Yusuf Pisan
Publisher : Springer
ISBN 13 : 366245212X
Total Pages : 256 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Entertainment Computing - ICEC 2014 by : Yusuf Pisan

Download or read book Entertainment Computing - ICEC 2014 written by Yusuf Pisan and published by Springer. This book was released on 2014-09-24 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Entertainment Computing, ICEC 2014, held in Sydney, Australia, in October 2013. The 20 full papers, 6 short papers and 8 posters presented were carefully reviewed and selected from 62 submissions. In addition to these papers, the program featured 3 demonstration papers, and 2 workshops. The papers cover various aspects of entertainment computing including authoring, development, use and evaluation of digital entertainment artefacts and processes.

Artificial Intelligence and Games

Author : Georgios N. Yannakakis
Publisher : Springer
ISBN 13 : 3319635190
Total Pages : 337 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Artificial Intelligence and Games by : Georgios N. Yannakakis

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.

Game-Theoretic Learning and Distributed Optimization in Memoryless Multi-Agent Systems

Author : Tatiana Tatarenko
Publisher : Springer
ISBN 13 : 3319654799
Total Pages : 171 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Game-Theoretic Learning and Distributed Optimization in Memoryless Multi-Agent Systems by : Tatiana Tatarenko

Download or read book Game-Theoretic Learning and Distributed Optimization in Memoryless Multi-Agent Systems written by Tatiana Tatarenko and published by Springer. This book was released on 2017-09-19 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new efficient methods for optimization in realistic large-scale, multi-agent systems. These methods do not require the agents to have the full information about the system, but instead allow them to make their local decisions based only on the local information, possibly obtained during communication with their local neighbors. The book, primarily aimed at researchers in optimization and control, considers three different information settings in multi-agent systems: oracle-based, communication-based, and payoff-based. For each of these information types, an efficient optimization algorithm is developed, which leads the system to an optimal state. The optimization problems are set without such restrictive assumptions as convexity of the objective functions, complicated communication topologies, closed-form expressions for costs and utilities, and finiteness of the system’s state space.