Research Interests (from general to specific):
- Artificial Intelligence (in theory
& practice)
- Thinning Machines & Turing Test
- Reasoning & Knowledge
Representation
- Human Plausible Reasoning (HPR)
HPR is a wonderful theory!
The field of AI witnesses a vast number of theories each of each
useful for a particular task. However what is in common among them is
that most of them follow dumb mathematical approaches without any
sound rationale. The question is: Does AI tries to solve mathematical
problems? Do human beings employ those complex mathematical theories
which are so successful in solving everyday's problems? My answer to
both questions is negative. In my mind the best way to accomplish AI
is to look at the masterpiece of the Mother Nature to be inspired: to see how human beings think and act. In this way I reject
any approach which is not used actually by lay people. I admit that
such mathematical theories may be useful for some applications in AI
however I strongly doubt about their scalability and I'm sure they
don't lead to a breakthrough in AI.
In my viewpoint HPR is
something special something new! HPR is a reasoning method inspired by empirical
observations about of human beings. Here you find
more information about this theory. Nonetheless HPR is still in its
childhood. There should be more experiments and supplementary theories
(specially about learning) to use it to the full potential.
Indeed I am not a HPR
fanatic. I like mostly its approach about AI, that is to endeavor
solving problems by practical observation of human beings. Anyway, HPR
shows me the way towards the final goal and it is really a solid
theory.
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