Algorithms For Games

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Game Programming Algorithms and Techniques

Author : Sanjay Madhav
Publisher : Pearson Education
ISBN 13 : 0321940156
Total Pages : 352 pages
Book Rating : 4.3/5 (219 download)

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Book Synopsis Game Programming Algorithms and Techniques by : Sanjay Madhav

Download or read book Game Programming Algorithms and Techniques written by Sanjay Madhav and published by Pearson Education. This book was released on 2014 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Game Programming Algorithms and Techniques is a detailed overview of many of the important algorithms and techniques used in video game programming today. Designed for programmers who are familiar with object-oriented programming and basic data structures, this book focuses on practical concepts that see actual use in the game industry. Sanjay Madhav takes a unique platform- and framework-agnostic approach that will help develop virtually any game, in any genre, with any language or framework. He presents the fundamental techniques for working with 2D and 3D graphics, physics, artificial intelligence, cameras, and much more. Each concept is illuminated with pseudocode that will be intuitive to any C#, Java, or C++ programmer, and has been refined and proven in Madhav's game programming courses at the University of Southern California. Review questions after each chapter help solidify the most important concepts before moving on. Madhav concludes with a detailed analysis of two complete games: a 2D iOS side-scroller (written in Objective-Cusing cocos2d) and a 3D PC/Mac/Linux tower defense game (written in C# using XNA/ MonoGame). These games illustrate many of the algorithms and techniques covered in the earlier chapters, and the full source code is available at gamealgorithms.net. Coverage includes Game time management, speed control, and ensuring consistency on diverse hardware Essential 2D graphics techniques for modern mobile gaming Vectors, matrices, and linear algebra for 3D games 3D graphics including coordinate spaces, lighting and shading, z-buffering, and quaternions Handling today's wide array of digital and analog inputs Sound systems including sound events, 3D audio, and digital signal processing Fundamentals of game physics, including collision detection and numeric integration Cameras: first-person, follow, spline, and more Artificial intelligence: pathfinding, state-based behaviors, and strategy/planning User interfaces including menu systems and heads-up displays Scripting and text-based data files: when, how, and where to use them Basics of networked games including protocols and network topology

Core Techniques and Algorithms in Game Programming

Author : Daniel Sánchez-Crespo Dalmau
Publisher : New Riders
ISBN 13 : 9780131020092
Total Pages : 894 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Core Techniques and Algorithms in Game Programming by : Daniel Sánchez-Crespo Dalmau

Download or read book Core Techniques and Algorithms in Game Programming written by Daniel Sánchez-Crespo Dalmau and published by New Riders. This book was released on 2004 with total page 894 pages. Available in PDF, EPUB and Kindle. Book excerpt: To even try to keep pace with the rapid evolution of game development, you need a strong foundation in core programming techniques-not a hefty volume on one narrow topic or one that devotes itself to API-specific implementations. Finally, there's a guide that delivers! As a professor at the Spanish university that offered that country's first master's degree in video game creation, author Daniel Sanchez-Crespo recognizes that there's a core programming curriculum every game designer should be well versed in-and he's outlined it in these pages! By focusing on time-tested coding techniques-and providing code samples that use C++, and the OpenGL and DirectX APIs-Daniel has produced a guide whose shelf life will extend long beyond the latest industry trend. Code design, data structures, design patterns, AI, scripting engines, 3D pipelines, texture mapping, and more: They're all covered here-in clear, coherent fashion and with a focus on the essentials that will have you referring back to this volume for years to come.

Algorithms and Networking for Computer Games

Author : Jouni Smed
Publisher : John Wiley & Sons
ISBN 13 : 1119259835
Total Pages : 497 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Algorithms and Networking for Computer Games by : Jouni Smed

Download or read book Algorithms and Networking for Computer Games written by Jouni Smed and published by John Wiley & Sons. This book was released on 2017-06-16 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential guide to solving algorithmic and networking problems in commercial computer games, revised and extended Algorithms and Networking for Computer Games, Second Edition is written from the perspective of the computer scientist. Combining algorithmic knowledge and game-related problems, it explores the most common problems encountered in game programing. The first part of the book presents practical algorithms for solving “classical” topics, such as random numbers, procedural generation, tournaments, group formations and game trees. The authors also focus on how to find a path in, create the terrain of, and make decisions in the game world. The second part introduces networking related problems in computer games, focusing on four key questions: how to hide the inherent communication delay, how to best exploit limited network resources, how to cope with cheating and how to measure the on-line game data. Thoroughly revised, updated, and expanded to reflect the many constituent changes occurring in the commercial gaming industry since the original, this Second Edition, like the first, is a timely, comprehensive resource offering deeper algorithmic insight and more extensive coverage of game-specific networking problems than ordinarily encountered in game development books. Algorithms and Networking for Computer Games, Second Edition: Provides algorithmic solutions in pseudo-code format, which emphasises the idea behind the solution, and can easily be written into a programming language of choice Features a section on the Synthetic player, covering decision-making, influence maps, finite-state machines, flocking, fuzzy sets, and probabilistic reasoning and noise generation Contains in-depth treatment of network communication, including dead-reckoning, local perception filters, cheating prevention and on-line metrics Now includes 73 ready-to-use algorithms and 247 illustrative exercises Algorithms and Networking for Computer Games, Second Edition is a must-have resource for advanced undergraduate and graduate students taking computer game related courses, postgraduate researchers in game-related topics, and developers interested in deepening their knowledge of the theoretical underpinnings of computer games and in learning new approaches to game design and programming.

Algorithms for Games

Author : Georgy M. Adelson-Velsky
Publisher : Springer Science & Business Media
ISBN 13 : 1461237963
Total Pages : 207 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Algorithms for Games by : Georgy M. Adelson-Velsky

Download or read book Algorithms for Games written by Georgy M. Adelson-Velsky and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms for Games aims to provide a concrete example of the programming of a two-person game with complete information, and to demonstrate some of the methods of solutions; to show the reader that it is profitable not to fear a search, but rather to undertake it in a rational fashion, make a proper estimate of the dimensions of the "catastrophe", and use all suitable means to keep it down to a reasonable size. The book is dedicated to the study of methods for limiting the extent of a search. The game programming problem is very well suited to the study of the search problem, and in general for multi-step solution processes. With this in mind, the book focuses on the programming of games as the best means of developing the ideas and methods presented. While many of the examples are related to chess, only an elementary knowledge of the game is needed.

Twenty Lectures on Algorithmic Game Theory

Author : Tim Roughgarden
Publisher : Cambridge University Press
ISBN 13 : 1316781178
Total Pages : 356 pages
Book Rating : 4.3/5 (167 download)

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Book Synopsis Twenty Lectures on Algorithmic Game Theory by : Tim Roughgarden

Download or read book Twenty Lectures on Algorithmic Game Theory written by Tim Roughgarden and published by Cambridge University Press. This book was released on 2016-08-30 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer science and economics have engaged in a lively interaction over the past fifteen years, resulting in the new field of algorithmic game theory. Many problems that are central to modern computer science, ranging from resource allocation in large networks to online advertising, involve interactions between multiple self-interested parties. Economics and game theory offer a host of useful models and definitions to reason about such problems. The flow of ideas also travels in the other direction, and concepts from computer science are increasingly important in economics. This book grew out of the author's Stanford University course on algorithmic game theory, and aims to give students and other newcomers a quick and accessible introduction to many of the most important concepts in the field. The book also includes case studies on online advertising, wireless spectrum auctions, kidney exchange, and network management.

AI for Game Developers

Author : David M Bourg
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1449333109
Total Pages : 392 pages
Book Rating : 4.4/5 (493 download)

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Book Synopsis AI for Game Developers by : David M Bourg

Download or read book AI for Game Developers written by David M Bourg and published by "O'Reilly Media, Inc.". This book was released on 2004-07-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Programming Patterns

Author : Robert Nystrom
Publisher : Genever Benning
ISBN 13 : 0990582914
Total Pages : 353 pages
Book Rating : 4.9/5 (95 download)

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Book Synopsis Game Programming Patterns by : Robert Nystrom

Download or read book Game Programming Patterns written by Robert Nystrom and published by Genever Benning. This book was released on 2014-11-03 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: The biggest challenge facing many game programmers is completing their game. Most game projects fizzle out, overwhelmed by the complexity of their own code. Game Programming Patterns tackles that exact problem. Based on years of experience in shipped AAA titles, this book collects proven patterns to untangle and optimize your game, organized as independent recipes so you can pick just the patterns you need. You will learn how to write a robust game loop, how to organize your entities using components, and take advantage of the CPUs cache to improve your performance. You'll dive deep into how scripting engines encode behavior, how quadtrees and other spatial partitions optimize your engine, and how other classic design patterns can be used in games.

Security and Game Theory

Author : Milind Tambe
Publisher : Cambridge University Press
ISBN 13 : 1139503669
Total Pages : 335 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis Security and Game Theory by : Milind Tambe

Download or read book Security and Game Theory written by Milind Tambe and published by Cambridge University Press. This book was released on 2011-12-12 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Global threats of terrorism, drug-smuggling and other crimes have led to a significant increase in research on game theory for security. Game theory provides a sound mathematical approach to deploy limited security resources to maximize their effectiveness. A typical approach is to randomize security schedules to avoid predictability, with the randomization using artificial intelligence techniques to take into account the importance of different targets and potential adversary reactions. This book distills the forefront of this research to provide the first and only study of long-term deployed applications of game theory for security for key organizations such as the Los Angeles International Airport police and the US Federal Air Marshals Service. The author and his research group draw from their extensive experience working with security officials to intelligently allocate limited security resources to protect targets, outlining the applications of these algorithms in research and the real world.

AI for Games, Third Edition

Author : Ian Millington
Publisher : CRC Press
ISBN 13 : 1351053280
Total Pages : 1050 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis AI for Games, Third Edition by : Ian Millington

Download or read book AI for Games, Third Edition written by Ian Millington and published by CRC Press. This book was released on 2019-03-18 with total page 1050 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Logic and Automata

Author : Jörg Flum
Publisher : Amsterdam University Press
ISBN 13 : 9053565760
Total Pages : 737 pages
Book Rating : 4.0/5 (535 download)

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Book Synopsis Logic and Automata by : Jörg Flum

Download or read book Logic and Automata written by Jörg Flum and published by Amsterdam University Press. This book was released on 2008 with total page 737 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical logic and automata theory are two scientific disciplines with a fundamentally close relationship. The authors of Logic and Automata take the occasion of the sixtieth birthday of Wolfgang Thomas to present a tour d’horizon of automata theory and logic. The twenty papers in this volume cover many different facets of logic and automata theory, emphasizing the connections to other disciplines such as games, algorithms, and semigroup theory, as well as discussing current challenges in the field.

Data Structures and Algorithms for Game Developers

Author : Allen Sherrod
Publisher : Cengage Learning
ISBN 13 : 9781584504955
Total Pages : 560 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Data Structures and Algorithms for Game Developers by : Allen Sherrod

Download or read book Data Structures and Algorithms for Game Developers written by Allen Sherrod and published by Cengage Learning. This book was released on 2007 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: A tutorial in the fundamentals of data structures and algorithms used in game development explains what they are and their applications in game design, furnishes instruction in how to create data structures and algorithms using C++, and includes sample applications designed to reinforce learning, hands-on exercises, and other helpful features. Original. (Intermediate)

AI for Games

Author : Ian Millington
Publisher : CRC Press
ISBN 13 : 1000475565
Total Pages : 92 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis AI for Games by : Ian Millington

Download or read book AI for Games written by Ian Millington and published by CRC Press. This book was released on 2021-11-16 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).

Algorithms - ESA 2007

Author : Lars Arge
Publisher : Springer
ISBN 13 : 3540755209
Total Pages : 782 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Algorithms - ESA 2007 by : Lars Arge

Download or read book Algorithms - ESA 2007 written by Lars Arge and published by Springer. This book was released on 2007-09-17 with total page 782 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th Annual European Symposium on Algorithms, ESA 2007, held in Eilat, Israel, in October 2007 in the context of the combined conference ALGO 2007. The 63 revised full papers presented together with abstracts of three invited lectures address all current subjects in algorithmics reaching from design and analysis issues of algorithms over to real-world applications and engineering of algorithms in various fields.

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.

Gaming

Author : Alexander R. Galloway
Publisher : U of Minnesota Press
ISBN 13 : 1452908680
Total Pages : 161 pages
Book Rating : 4.4/5 (529 download)

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Book Synopsis Gaming by : Alexander R. Galloway

Download or read book Gaming written by Alexander R. Galloway and published by U of Minnesota Press. This book was released on 2006-05-27 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Video games have been a central feature of the cultural landscape for over twenty years and now rival older media like movies, television, and music in popularity and cultural influence. Yet there have been relatively few attempts to understand the video game as an independent medium. Most such efforts focus on the earliest generation of text-based adventures (Zork, for example) and have little to say about such visually and conceptually sophisticated games as Final Fantasy X, Shenmue, Grand Theft Auto, Halo, and The Sims, in which players inhabit elaborately detailed worlds and manipulate digital avatars with a vast—and in some cases, almost unlimited—array of actions and choices. In Gaming, Alexander Galloway instead considers the video game as a distinct cultural form that demands a new and unique interpretive framework. Drawing on a wide range of disciplines, particularly critical theory and media studies, he analyzes video games as something to be played rather than as texts to be read, and traces in five concise chapters how the “algorithmic culture” created by video games intersects with theories of visuality, realism, allegory, and the avant-garde. If photographs are images and films are moving images, then, Galloway asserts, video games are best defined as actions. Using examples from more than fifty video games, Galloway constructs a classification system of action in video games, incorporating standard elements of gameplay as well as software crashes, network lags, and the use of cheats and game hacks. In subsequent chapters, he explores the overlap between the conventions of film and video games, the political and cultural implications of gaming practices, the visual environment of video games, and the status of games as an emerging cultural form. Together, these essays offer a new conception of gaming and, more broadly, of electronic culture as a whole, one that celebrates and does not lament the qualities of the digital age. Alexander R. Galloway is assistant professor of culture and communication at New York University and author of Protocol: How Control Exists after Decentralization.

Hands-On Reinforcement Learning for Games

Author : Micheal Lanham
Publisher : Packt Publishing Ltd
ISBN 13 : 1839216778
Total Pages : 420 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis Hands-On Reinforcement Learning for Games by : Micheal Lanham

Download or read book Hands-On Reinforcement Learning for Games written by Micheal Lanham and published by Packt Publishing Ltd. This book was released on 2020-01-03 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore reinforcement learning (RL) techniques to build cutting-edge games using Python libraries such as PyTorch, OpenAI Gym, and TensorFlow Key FeaturesGet to grips with the different reinforcement and DRL algorithms for game developmentLearn how to implement components such as artificial agents, map and level generation, and audio generationGain insights into cutting-edge RL research and understand how it is similar to artificial general researchBook Description With the increased presence of AI in the gaming industry, developers are challenged to create highly responsive and adaptive games by integrating artificial intelligence into their projects. This book is your guide to learning how various reinforcement learning techniques and algorithms play an important role in game development with Python. Starting with the basics, this book will help you build a strong foundation in reinforcement learning for game development. Each chapter will assist you in implementing different reinforcement learning techniques, such as Markov decision processes (MDPs), Q-learning, actor-critic methods, SARSA, and deterministic policy gradient algorithms, to build logical self-learning agents. Learning these techniques will enhance your game development skills and add a variety of features to improve your game agent’s productivity. As you advance, you’ll understand how deep reinforcement learning (DRL) techniques can be used to devise strategies to help agents learn from their actions and build engaging games. By the end of this book, you’ll be ready to apply reinforcement learning techniques to build a variety of projects and contribute to open source applications. What you will learnUnderstand how deep learning can be integrated into an RL agentExplore basic to advanced algorithms commonly used in game developmentBuild agents that can learn and solve problems in all types of environmentsTrain a Deep Q-Network (DQN) agent to solve the CartPole balancing problemDevelop game AI agents by understanding the mechanism behind complex AIIntegrate all the concepts learned into new projects or gaming agentsWho this book is for If you’re a game developer looking to implement AI techniques to build next-generation games from scratch, this book is for you. Machine learning and deep learning practitioners, and RL researchers who want to understand how to use self-learning agents in the game domain will also find this book useful. Knowledge of game development and Python programming experience are required.

Advances in Dynamic Games

Author : Andrzej S. Nowak
Publisher : Springer Science & Business Media
ISBN 13 : 0817644296
Total Pages : 674 pages
Book Rating : 4.8/5 (176 download)

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Book Synopsis Advances in Dynamic Games by : Andrzej S. Nowak

Download or read book Advances in Dynamic Games written by Andrzej S. Nowak and published by Springer Science & Business Media. This book was released on 2007-12-24 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on various aspects of dynamic game theory, presenting state-of-the-art research and serving as a guide to the vitality and growth of the field. A valuable reference for researchers and practitioners in dynamic game theory, it covers a broad range of topics and applications, including repeated and stochastic games, differential dynamic games, optimal stopping games, and numerical methods and algorithms for solving dynamic games. The diverse topics included will also benefit researchers and graduate students in applied mathematics, economics, engineering, systems and control, and environmental science.