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1
Evaluation in artificial intelligence: From task-oriented to ability-oriented measurement
José Hernández-Orallo. - : Springer Verlag (Germany), 2016
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2
IQ tests are not for machines, yet
In: http://www.dsic.upv.es/%7Eflip/papers/IQnotuniversal.pdf (2012)
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3
Comparing humans and AI agents
In: http://users.dsic.upv.es/proy/anynt/paper1-comparing.pdf (2011)
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4
Measuring Universal Intelligence: Towards an Anytime Intelligence Test
In: http://users.dsic.upv.es/proy/anynt/measuring.pdf (2010)
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5
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
In: http://users.dsic.upv.es/proy/anynt/unbiased.pdf (2009)
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6
Beyond the Turing Test
In: http://users.dsic.upv.es/proy/anynt/Beyond.pdf (2000)
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7
Beyond the Turing Test
In: http://www.dsic.upv.es/~jorallo/escrits/TT-JHdez.ps.gz (1999)
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8
BeyondtheTuringTest(Extended,originalinternalreport)
In: http://users.dsic.upv.es/%7Eflip/papers/Beyond2000-preliminary-extended.pdf (1999)
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9
The ANYNT Project Intelligence Test Λone
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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10
Turing Machines and Recursive Turing Tests
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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11
A (hopefully) Unbiased Universal Environment Class for Measuring Intelligence of Biological and Artificial Systems
In: http://agi-conf.org/2010/wp-content/uploads/2009/06/paper_19.pdf
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12
On Discriminative Environments, Randomness, Two-part Compression and MML
In: http://www.dsic.upv.es/%7Eflip/papers/projectibility.pdf
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13
Beyond the Turing Test
In: http://www.dsic.upv.es/%7Eflip/papers/Beyond2000.pdf
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14
Measuring Universal Intelligence: Towards an Anytime Intelligence Test
In: http://www.dsic.upv.es/%7Eflip/papers/measuring.pdf
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15
Compression and intelligence: social environments and communication
In: http://users.dsic.upv.es/proy/anynt/paper5-compression.pdf
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16
On measuring social intelligence: experiments on competition and cooperation
In: http://users.dsic.upv.es/~flip/papers/AGI2012.pdf
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17
Turing Tests with Turing Machines
In: http://users.dsic.upv.es/%7Eflip/papers/Turing100.pdf
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18
The ANYNT Project Intelligence Test Λone
In: http://users.dsic.upv.es/%7Eflip/papers/AISB-AICAP2012a.pdf
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19
Turing Machines and Recursive Turing Tests
In: http://users.dsic.upv.es/%7Eflip/papers/AISB-AICAP2012b.pdf
Abstract: Abstract. The Turing Test, in its standard interpretation, has been dismissed by many as a practical intelligence test. In fact, it is questionable that the imitation game was meant by Turing himself to be used as a test for evaluating machines and measuring the progress of artificial intelligence. In the past fifteen years or so, an alternative approach to measuring machine intelligence has been consolidating. The key concept for this alternative approach is not the Turing Test, but the Turing machine, and some theories derived upon it, such as Solomonoff’s theory of prediction, the MML principle, Kolmogorov complexity and algorithmic information theory. This presents an antagonistic view to the Turing test, where intelligence tests are based on formal principles, are not anthropocentric, are meaningful computationally and the abilities (or factors) which are evaluated can be recognised and quantified. Recently, however, this computational view has been touching upon issues which are somewhat related to the Turing Test, namely that we may need other intelligent agents in the tests. Motivated by these issues (and others), this paper links these two antagonistic views by bringing some of the ideas around the Turing Test to the realm of Turing machines.
Keyword: imitation games; intelligence; learning; Solomonoff-Kolmogorov; Turing machines; Turing Test
URL: http://users.dsic.upv.es/%7Eflip/papers/AISB-AICAP2012b.pdf
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.258.9287
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