José Hernández-Orallo

The Measure of All Minds

• Gebundenes Buch

Produktbeschreibung

This book uses algorithmic information theory as a foundation for the universal evaluation of cognition and the future of intelligence.

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Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 578
• Erscheinungstermin: 6. April 2017
• Englisch
• Abmessung: 235mm x 157mm x 35mm
• Gewicht: 977g
• ISBN-13: 9781107153011
• ISBN-10: 1107153018
• Artikelnr.: 47357559

Autorenporträt

José Hernández-Orallo is Professor of Information Systems and Computation at the Universitat Politècnica de València, Spain. He has published four books and more than a hundred articles and papers on artificial intelligence, machine learning, data mining, cognitive science, and information systems. His work in the area of machine intelligence evaluation has been covered by both scientific and popular outlets, including The Economist and New Scientist. He pioneered the application of algorithmic information theory to the development of artificial intelligence tests.

Inhaltsangabe

1. Extended nature
2. Mind the step: scala universalis
3. The evaluation of human behaviour
4. The evaluation of non-human natural behaviour
5. The evaluation of artificial intelligence
6. The boundaries against a unified evaluation
7. Intelligence and algorithmic information theory
8. Cognitive tasks and difficulty
9. From tasks to tests
10. The arrangement of abilities
11. General intelligence
12. Cognitive development and potential
13. Identifying social skills
14. Communication abilities
15. Evaluating collective and hybrid systems
16. Universal tests
17. Rooting for ratiocentrism
18. Exploitation and exploration.