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Evaluation in artificial intelligence: From task-oriented to ability-oriented measurement
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IQ tests are not for machines, yet
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In: http://www.dsic.upv.es/%7Eflip/papers/IQnotuniversal.pdf (2012)
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Comparing humans and AI agents
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In: http://users.dsic.upv.es/proy/anynt/paper1-comparing.pdf (2011)
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Measuring Universal Intelligence: Towards an Anytime Intelligence Test
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In: http://users.dsic.upv.es/proy/anynt/measuring.pdf (2010)
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A (hopefully) unbiased universal environment class for measuring intelligence of biological and artificial systems. Extended Version. available at http://users.dsic.upv.es/proy/anynt
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In: http://users.dsic.upv.es/proy/anynt/unbiased.pdf (2009)
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Beyond the Turing Test
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In: http://users.dsic.upv.es/proy/anynt/Beyond.pdf (2000)
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Abstract:
Abstract. The main factor of intelligence is defined as the ability to comprehend, formalising this ability with the help of new constructs based on descriptional complexity. The result is a comprehension test, or C-test, which is exclusively defined in computational terms. Due to its absolute and non-anthropomorphic character, it is equally applicable to both humans and non-humans. Moreover, it correlates with classical psychometric tests, thus establishing the first firm connection between information theoretical notions and traditional IQ tests. The Turing Test is compared with the C-test and the combination of the two is questioned. In consequence, the idea of using the Turing Test as a practical test of intelligence should be surpassed, and substituted by computational and factorial tests of different cognitive abilities, a much more useful approach for artificial intelligence progress and for many other intriguing questions that present themselves beyond the Turing Test.
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Keyword:
AI’s Anthropomorphism; Comprehension; Descriptional Complexity; Inductive Inference; Measurement of Intelligence; Psychometrics; Turing Test
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URL: http://users.dsic.upv.es/proy/anynt/Beyond.pdf http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.295.9906
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Beyond the Turing Test
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In: http://www.dsic.upv.es/~jorallo/escrits/TT-JHdez.ps.gz (1999)
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BeyondtheTuringTest(Extended,originalinternalreport)
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In: http://users.dsic.upv.es/%7Eflip/papers/Beyond2000-preliminary-extended.pdf (1999)
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The ANYNT Project Intelligence Test Λone
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In: http://www.csse.monash.edu.au/~dld/Publications/2012/Insa-CabreraHernandez-OralloDoweEspanaHernandez-Lloreda_The_anYnt_ProjectIntelligenceTest:Lambda_one_AISB_IACAP_JointConference_CelebratingTheTuringYear_Birmingham_July2012_8pp.pdf
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Turing Machines and Recursive Turing Tests
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In: http://www.csse.monash.edu.au/~dld/Publications/2012/Hernandez-OralloInsa-CabreraDoweHibbard_TuringMachinesAndRecursiveTuringTests_AISB_IACAP_JointConference_CelebratingTheTuringYear_Birmingham_July2012_6pp.pdf
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A (hopefully) Unbiased Universal Environment Class for Measuring Intelligence of Biological and Artificial Systems
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In: http://agi-conf.org/2010/wp-content/uploads/2009/06/paper_19.pdf
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On Discriminative Environments, Randomness, Two-part Compression and MML
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In: http://www.dsic.upv.es/%7Eflip/papers/projectibility.pdf
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Beyond the Turing Test
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In: http://www.dsic.upv.es/%7Eflip/papers/Beyond2000.pdf
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Measuring Universal Intelligence: Towards an Anytime Intelligence Test
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In: http://www.dsic.upv.es/%7Eflip/papers/measuring.pdf
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Compression and intelligence: social environments and communication
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In: http://users.dsic.upv.es/proy/anynt/paper5-compression.pdf
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On measuring social intelligence: experiments on competition and cooperation
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In: http://users.dsic.upv.es/~flip/papers/AGI2012.pdf
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Turing Tests with Turing Machines
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In: http://users.dsic.upv.es/%7Eflip/papers/Turing100.pdf
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The ANYNT Project Intelligence Test Λone
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In: http://users.dsic.upv.es/%7Eflip/papers/AISB-AICAP2012a.pdf
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Turing Machines and Recursive Turing Tests
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In: http://users.dsic.upv.es/%7Eflip/papers/AISB-AICAP2012b.pdf
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