On 6/23/07, Bo Morgan <[EMAIL PROTECTED]> wrote:

Thanks for putting this together!  If I were to put myself into your
theory of AI research, I would probably be roughly included in the
Structure-AI and Capability-AI (better descriptions of the brain and
computer programs that have more capabilities).

It is a reasonable position, though in the long run you may have to
choose between the two, since they often conflict.

I haven't heard of a lot of these systems current Capabilities.  A lot of
them are pretty old--like SOAR and ACT-R.

At the current stage, no AGI system has achieved remarkable
capability. In the list, the ones have most practical applications are
probably Cyc, SOAR, and ACT-R.

I tried finding literature on the success of some of these architectures,
but most of the available literature was in the theory of theories of AI
category.  The SOAR literature, for example, is massive and mostly focused
on small independent projects.

Soar and ACT-R, in their current form, are programming languages and
platforms, in the sense that whoever use them are responsible for
writing "models" in them. Therefore, to say "Soar is general-purpose"
is like saying "Java is general-purpose" --- the system can be applied
in many domains, but each application is indeed a "small independent
project". It is already very different from what Newell had in mind at
the beginning of Soar.

Are there large real-world problems that have been solved by these
systems?  I would find Capability links very useful if they were added.

I don't think there is any such solution, though that is not the major
issue they face as AGI projects. As I analyzed in the paper on "AI
definitions", they are not designed with Capability as the primary
goal.

Pei

Bo

On Fri, 22 Jun 2007, Pei Wang wrote:

) Hi,
)
) I put a brief introduction to AGI at
) http://nars.wang.googlepages.com/AGI-Intro.htm ,  including an "AGI
) Overview" followed by "Representative AGI Projects".
)
) It is basically a bunch of links and quotations organized according to
) my opinion. Hopefully it can help some newcomers to get a big picture
) of the idea and the field.
)
) Pei
)
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