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measure all minds evaluating natural artificial inte

Type:: E-books
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Uploaded On:: June 5, 2017, 10:01 a.m.
Added By:: zeke23
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Info Hash:: 26B0FCD02E9215C9D695BA3AD372626A3E70B39C

The Measure of All Minds: Evaluating Natural and Artificial Intelligence Author: José Hernández-Orallo(2017) - True PDF - zeke23 Publication Date: 2017-01-11 - ISBN-13: 9781107153011 - 558 pages - True PDF - English Are psychometric tests valid for a new reality of artificial intelligence systems, technology-enhanced humans, and hybrids yet to come? Are the Turing Test, the ubiquitous CAPTCHAs, and the various animal cognition tests the best alternatives? In this fascinating and provocative book, José Hernández-Orallo formulates major scientific questions, integrates the most significant research developments, and offers a vision of the universal evaluation of cognition. By replacing the dominant anthropocentric stance with a universal perspective where living organisms are considered as a special case, long-standing questions in the evaluation of behavior can be addressed in a wider landscape. Can we derive task difficulty intrinsically? Is a universal g factor - a common general component for all abilities - theoretically possible? Using algorithmic information theory as a foundation, the book elaborates on the evaluation of perceptual, developmental, social, verbal and collective features and critically analyzes what the future of intelligence might look like. Table of Contents Part I A Long-Pondered Outfit Chapter 1 Extended Nature Chapter 2 Mind The Step: Scala Universalis Part II The Evaluation Discordance Chapter 3 The Evaluation Of Human Behaviour Chapter 4 The Evaluation Of Non-Human Natural Behaviour Chapter 5 The Evaluation Of Artificial Intelligence Chapter 6 The Boundaries Against A Unified Evaluation Part III The Algorithmic Confluence Chapter 7 Intelligence And Algorithmic Information Theory Chapter 8 Cognitive Tasks And Difficulty Chapter 9 From Tasks To Tests Chapter 10 The Arrangement Of Abilities Chapter 11 General Intelligence Part IV The Society of Minds Chapter 12 Cognitive Development And Potential Chapter 13 Identifying Social Skills Chapter 14 Communication Abilities Chapter 15 Evaluating Collective And Hybrid Systems Part V The Kingdom of Ends Chapter 16 Universal Tests Chapter 17 Rooting For Ratiocentrism Chapter 18 Exploitation And Exploration

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Cambridge.University.Press.The.Measure.of.All.Minds.Evaluating.Natural.and.Artificial.Intelligence.1107153018.pdf 12.0 MB

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measure all minds evaluating natural artificial inte

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