Theoretical Foundations of Artificial General Intelligence

Editors:

ISBN: 978-94-91216-61-9 (Print) 978-94-91216-62-6 (Online)

Table of contents (16 chapters)

  1. Front Matter

    Pages i-ix

  2. No Access

    Book Chapter

    Pages 1-9

    Introduction: What Is the Matter Here?

  3. No Access

    Book Chapter

    Pages 11-24

    Artificial Intelligence and Cognitive Modeling Have the Same Problem

  4. No Access

    Book Chapter

    Pages 25-48

    Psychometric Artificial General Intelligence: The Piaget-MacGuyver Room

  5. No Access

    Book Chapter

    Pages 49-65

    Beyond the Octopus: From General Intelligence Toward a Human-Like Mind

  6. No Access

    Book Chapter

    Pages 67-88

    One Decade of Universal Artificial Intelligence

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    Book Chapter

    Pages 89-102

    Deep Reinforcement Learning as Foundation for Artificial General Intelligence

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    Book Chapter

    Pages 103-121

    The LIDA Model as a Foundational Architecture for AGI

  9. No Access

    Book Chapter

    Pages 123-144

    The Architecture of Human-Like General Intelligence

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    Book Chapter

    Pages 145-171

    A New Constructivist AI: From Manual Methods to Self-Constructive Systems

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    Book Chapter

    Pages 173-195

    Towards an Actual Gödel Machine Implementation: a Lesson in Self-Reflective Systems

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    Book Chapter

    Pages 197-217

    Artificial General Intelligence Begins With Recognition: Evaluating the Flexibility of Recognition

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    Book Chapter

    Pages 219-239

    Theory Blending as a Framework for Creativity in Systems for General Intelligence

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    Book Chapter

    Pages 241-262

    Modeling Motivation and the Emergence of Affect in a Cognitive Agent

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    Book Chapter

    Pages 263-282

    AGI and Machine Consciousness

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    Book Chapter

    Pages 283-304

    Human and Machine Consciousness as a Boundary Effect in the Concept Analysis Mechanism

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    Book Chapter

    Pages 305-323

    Theories of Artificial Intelligence—Meta-Theoretical considerations

  18. Back Matter

    Pages 325-330