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Cognition and the Creative Machine

Cognitive AI for Creative Problem Solving

  • Ana-Maria Oltețeanu
Book
  • 1.7k Downloads

Table of contents

  1. Front Matter
    Pages I-XII
  2. Ana-Maria Oltețeanu
    Pages 1-6
  3. Rebraiding the Strands: Creativity and Problem Solving, Human and Computational

    1. Front Matter
      Pages 7-10
    2. Ana-Maria Oltețeanu
      Pages 11-23
    3. Ana-Maria Oltețeanu
      Pages 25-32
    4. Ana-Maria Oltețeanu
      Pages 33-39
  4. One Ring to Creatively Solve Them All? In Search of a Unified Cognitive Framework

    1. Front Matter
      Pages 55-57
    2. Ana-Maria Oltețeanu
      Pages 59-67
    3. Ana-Maria Oltețeanu
      Pages 69-90
  5. Empirical and Computational Explorations

  6. Back Matter
    Pages 253-282

About this book

Introduction

How would you assemble a machine that can be creative, what would its cogs be? Starting from how humans do creative problem solving, the author has developed a framework to explore whether a diverse set of creative problem-solving tasks can be solved computationally using a unified set of principles. In this book she describes the implementation of related prototype AI systems, and the computational and empirical experiments conducted.

The book will be of interest to researchers, graduate students, and laypeople engaged with ideas in artificial intelligence, cognitive science, and creativity.

Keywords

Creative Problem-Solving Cognitive Systems Human Creativity Computational Creativity Computational Modeling Cognitive Science

Authors and affiliations

  • Ana-Maria Oltețeanu
    • 1
  1. 1.Department of Mathematics and Computer ScienceFreie Universität BerlinBerlinGermany

Bibliographic information