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Knowledge-Free and Learning-Based Methods in Intelligent Game Playing

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Cover of 'Knowledge-Free and Learning-Based Methods in Intelligent Game Playing'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Foundations of AI and CI in Games. Claude Shannon’s Postulates
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    Chapter 3 Basic AI Methods and Tools
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    Chapter 4 State of the Art
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    Chapter 5 An Overview of Computational Intelligence Methods
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    Chapter 6 CI in Games – Selected Approaches
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    Chapter 7 Evaluation Function Learning
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    Chapter 8 Game Representation
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    Chapter 9 Efficient TD Training
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    Chapter 10 Move Ranking and Search-Free Playing
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    Chapter 11 Modeling the Opponent and Handling the Uncertainty
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    Chapter 12 Intuition
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    Chapter 13 Creativity and Knowledge Discovery
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    Chapter 14 Multi-game Playing
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    Chapter 15 Summary and Perspectives
Attention for Chapter 2: Foundations of AI and CI in Games. Claude Shannon’s Postulates
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