Insa Cabrera, Javier; Dowe, David L.; España Cubillo, Sergio; Henánez-Lloreda, M. Victoria; Hernández Orallo, José(Springer Verlag (Germany), 2011)
Comparing humans and machines is one important source of
information about both machine and human strengths and limitations.
Most of these comparisons and competitions are performed in rather
specific tasks such as ...
Compression has been advocated as one of the principles which pervades inductive inference and prediction - and, from there, it has also been recurrent in definitions and tests of intelligence. However, this connection is ...
In this paper we apply the recent notion of anytime universal intelligence tests to the evaluation of a popular reinforcement learning algorithm, Q-learning. We show that a general approach to intelligence evaluation of ...
Dowe, David L.; Hernández Orallo, José(SAGE Publications (UK and US), 2014-02)
[EN] The notion of a universal intelligence test has been recently advocated as a means to assess humans,
non-human animals and machines in an integrated, uniform way. While the main motivation has been the
development ...
Dowe, David L.; Hernández Orallo, José(Elsevier, 2012-04)
[EN] Complex, but specific, tasks¿such as chess or Jeopardy!¿are popularly seen as milestones for artificial intelligence (AI). However, they are not appropriate for evaluating the intelligence of machines or measuring the ...
Hernández Orallo, José; Dowe, David L.; España Cubillo, Sergio; Hernández-Lloreda, M. Victoria; Insa Cabrera, Javier(Springer Verlag (Germany), 2011)
One insightful view of the notion of intelligence is the ability
to perform well in a diverse set of tasks, problems or environments. One of
the key issues is therefore the choice of this set, which can be formalised
as ...
Hernández-Orallo, José; Dowe, David L.(Springer Verlag (Germany), 2013-05)
Animals, including humans, are usually judged on what they could become, rather than what they are. Many physical and cognitive abilities in the ‘animal kingdom’ are only acquired (to a given degree) when the subject reaches ...
Hernández Orallo, José; Dowe, David L.; Hernández Lloreda, M. Victoria(Elsevier, 2014-03)
We present and develop the notion of ‘universal psychometrics’ as a subject of study, and
eventually a discipline, that focusses on the measurement of cognitive abilities for the machine
kingdom, which comprises any ...