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Sunday, February 9, 2020 | History

4 edition of Knowledge-free and learning-based methods in intelligent game playing found in the catalog.

Knowledge-free and learning-based methods in intelligent game playing

  • 65 Want to read
  • 9 Currently reading

Published by Springer Verlag in Berlin .
Written in English

    Subjects:
  • Soft Computing,
  • Spielstrategie,
  • Lernendes System,
  • Programming,
  • Computerspiel,
  • Kognitionswissenschaft,
  • Maschinelles Lernen,
  • Computer games,
  • Computational intelligence

  • Edition Notes

    Includes bibliographical references (p. [235]-254).

    StatementJacek Mándziuk
    SeriesStudies in computational intelligence -- v. 276
    Classifications
    LC ClassificationsQA76.76.C672 M3446 2010
    The Physical Object
    Paginationxviii, 254 p. :
    Number of Pages254
    ID Numbers
    Open LibraryOL25279483M
    ISBN 103642116779
    ISBN 109783642116773, 9783642116780
    LC Control Number2009943991
    OCLC/WorldCa502034123

    Nelson is a senior research fellow at the MetaMakers Institute of Falmouth University, an institute dedicated to computational creativity and generative interactive entertainment. Dash, S. Englisch BuchWeltWeit Inh. Thebookisfocusedonthedevelopmentsandprospectivechallengingpr- lems in the area of mind gameplaying i. On the other hand, it should be noted that the aim of this book is by no means to underestimate the achievements of traditional AI methods in game playing domain. He works on all aspects of computational intelligence and games and on selected topics in evolutionary computation and evolutionary reinforcement learning.

    The goal is rather to express my belief that other alternative ways of developing mind game playing machines are possible and urgently needed. These gender pacts represented a compromise among male political rivals, who agreed to exclude and marginalize female citizens in public life. Yin, Q. This study provides a major contribution to the social construction of gender in nationalist and postcolonial discourse.

    Artificial Intelligence Back cover copy This book comprises papers on diverse aspects of fuzzy logic, neural networks, and nature-inspired optimization meta-heuristics and their application in various areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. A long-time vision is an interactive, semiautomated CAD-style system for game prototyping. A potential variety of possible games to be played theoretically there are infinite number of them with different equipment boards, card decks, various types of moving pieces, different goals, etc. About this book Introduction The book is focused on the developments and prospective challenging problems in the area of mind game playing i. Unsupervised Learning Unsupervised machine learning seems much harder: the goal is to have the computer learn how to do something that we don't tell it how to do.


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Knowledge-free and learning-based methods in intelligent game playing book

Returning workers, low-ranking religious figures, and most of all, women to the narrative history of the region -- figures usually omitted -- Colonial Citizens enhances our understanding of the interwar period in the Middle East, providing needed context for a better understanding of statebuilding, nationalism, Islam, and gender since World War II.

CI is used as a name to cover many existing branches of science, with artificial neural networks, fuzzy systems, and evolutionary computation forming its core.

Keywords artificial intelligence computational intelligence evolution knowledge knowledge discovery learning modeling neural network reinforcement learning Authors and affiliations. Thebookisfocusedonthedevelopmentsandprospectivechallengingpr- lems in the area of mind gameplaying i.

The reinforcement learning problem is deeply indebted to the idea of Markov decision processes MDPs from the field of optimal control. Acapulco, Mexico, August A long-time vision is an interactive, semiautomated CAD-style system for game prototyping. The value of Kappa statistic for different subsample size for both the imbalanced problems shows a better percentage of agreement between the diversity and accuracy of measurement in DECORATE ensemble in comparison to other four algorithms.

EUR 0. After reading this book, we can say that the future of machine game playing lies in the implementation of human-type abilities while still taking advantage of intrinsic machine skills. Yu, H. The goal is rather to express my belief that other alternative ways of developing mind game playing machines are possible and urgently needed.

Worse positions may be avoided in advance. Galar, M. Nelson is a senior research fellow at the MetaMakers Institute of Falmouth University, an institute dedicated to computational creativity and generative interactive entertainment. A form of reinforcement learning can be used for unsupervised learning, where an agent bases its actions on the previous rewards and punishments without necessarily even learning any information about the exact ways that its actions affect the world.

Englisch BuchWeltWeit Inh. Ramaswamy, S. Programs may also learn to control search [7] or time usage [8]. The majority of approaches developed in this area rely on symbolic, logical game representations, rooted in the mainstream of traditional AI. Shipping costs:Versandkostenfrei. These gender pacts represented a compromise among male political rivals, who agreed to exclude and marginalize female citizens in public life.

Computational Sustainability

The majority of discussed game playing ideas were selected based on their functional similarity to human game playing. The second part discusses network theory and applications, and includes papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition.

The above features determine the major distinction between CI and traditional AI methods relying mostly on using effective game tree search algorithms, carefully tuned hand-crafted evaluation functions or hardware-based brute-force methods.

Get This Book French rule in Syria and Lebanon coincided with the rise of colonial resistance around the world and with profound social trauma after World War I.

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A potential variety of possible games to be played theoretically there are infinite number of them with different equipment boards, card decks, various types of moving pieces, different goals, etc.Gomoku has simple rules but high complexity as well, which makes it a suitable test-bed for a wide class of artificial intelligent algorithms.

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Knowledge-Free and Learning-Based Methods in Intelligent Game Playing (Hardback) as described by Winkler and F urnkranz [, ] with respect to chess, human and machine axes of game playing development are perpendicular, but the most interesting, most promising, and probably also most di?cult research area lies on the junction between.

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