On 7/16/2013 4:25 PM, Jim Bromer wrote:
I would like to create an initial feasibility test, using a text-based
IO, that would show the potential for intelligence across a broad
range of subject matters (within that IO modality.) I am not worrying
about writing something that would be scalable to adult human level AGI.
I think text is a brittle representation of an elastic reality.
I believe that there has been something missing in AI/AGI. Someone
needs to show how one might create a good base for intelligently
acquiring knowledge (ie using both rational and creative methods)
which might be scaled up with some future computers system. The
sense that narrow AI can be pushed beyond human capabilities in
certain human games that once seemed to demand higher general
reasoning is a little unexpected and hard to understand without
concluding that there must be some very basic AGI ideas that haven't
been discovered.
I think learning is about observing and recording scripts (sequences of
observations and reactive actions) -> as memories and habits.
Then we observe our context and follow a suitable script, yet we are
free to change mid-script to another script if we observe that the
context has changed. We can do this internally and call it planning. But
we should still be free to change the planned script during real-world
action.
Possibly, there is a Bayesian selection of appropriate script.
Play involves the exploration of possible scripts; sometimes we just
throw our blocks in the air to see what happens.
Anyway...
Lately I've been thinking that putting AI on cellphones and tablets
could assist the problem of exploring the real world and embodiment a
bit... through the camera(s), gyroscope, microphone, and GPS. I'll wait
for at least the third generation of google glasses and it's competitors
before I endorse that... but that technology could be similarly helpful.
And those are my thoughts for the month....
-- Dimitry
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