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Cognition and the Creative Machine: Cognitive AI for Creative Problem Solving 1st ed. 2020 Edition
Author(s): Ana-Maria Oltețeanu (Author)
- Publisher: Springer
- Publication Date: 26 Aug. 2021
- Edition: 1st ed. 2020
- Language: English
- Print length: 296 pages
- ISBN-10: 3030303241
- ISBN-13: 9783030303242
Book Description
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.
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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.
