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Polyworld: Using Evolution to Design Artificial Intelligence

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Google Tech TalksNovember, 8 2007ABSTRACTThis presentation is about a potential shortcut to artificial intelligence by trading mind-design for world-design using artificial evolution. Evolutionary algorithms are a pump for turning CPU cycles into brain designs. With exponentially increasing CPU cycles while our understanding of intelligence is almost a flat-line, the evolutionary route to AI is a centerpiece of most Kurzweilian singularity scenarios. This talk introduces the Polyworld artificial life simulator as well as results from our ongoing attempt to evolve artificial intelligence and further the Singularity.Polyworld is the brain child of Apple Computer Distinguished Scientist Larry Yaeger, who remains the primary developer of Polyworld: http://www.beanblossom.in.us/l... Virgil GriffithVirgil Griffith is a first year graduate student in Computation and Neural Systems at the California Institute of Technology. On weekdays he studies evolution, computational neuroscience, and artificial life. He did computer security work until his first year of university when his work got him sued for sedition and espionage. He then decided that security was probably not safest field to be in and he turned his life to science.

Channel: People & Blogs
Uploaded: December 31, 1969 at 4:59 pm
Author: googletechtalks

Length: 06:38
Rating: 4.78
Views: 40690

Tags: education  engedu  google  googletechtalks  talk  talks  techtalk  techtalks  

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Video Comments

rettinhousegames (December 31, 1969 at 4:59 pm)
so now I finally know why robots are not running around and burninating people! the "scientist" cant even afford lazer pointers and proper chairs!
spikesmth (December 31, 1969 at 4:59 pm)
HAHAHA, APPLE FAIL! Even Vista coulda pulled that off!
icedthai (December 31, 1969 at 4:59 pm)
Sure, the whole number eigen values of the hamiltonian express the basic states of quanta in 3d1t space and it builds up from there. Granted I don't have a DS, but I would still say we have a pretty good understanding of the math involved at that level.Human ai isn't special, especially if you watch Jerry Springer.
deepdivestudios (December 31, 1969 at 4:59 pm)
Interesting. My hunch is that the relationships are there, but it's a matter of scale. We don't know enough about really small things or really big things to see the realtionships clearly. I seem to remember reading about the use of hamiltonians to achieve some insight into quantum systems. In any case, I like the comment. I give it six points.
varer (December 31, 1969 at 4:59 pm)
yeah "Something like..."uhm... so, yeah! uhm... now, uhm... something like that.":P" but hes really good.. he has done alot
SoulPhantomX (December 31, 1969 at 4:59 pm)
I suppose more complex interactions with not only the environment, but with users, and other agents(AI forms?) can be incorporated later on. As he said mid presentation, this is the raw of the raw.Thanks for the presentation, this was informative and thought provoking, I have a lot of questions, and theories on the subject.
SoulPhantomX (December 31, 1969 at 4:59 pm)
Does that mean that AI can't form relationships or base their decisions on incoming situations that may effect others around them, the sole purpose is self preservation, but sometimes in life we have to sacrifice for the greater good, this ability defies his rule of energy conservation.
SoulPhantomX (December 31, 1969 at 4:59 pm)
Cause and effect?so if someone attacks you(cause) you have the option to run or fight for survival (effect?)
EmmyKokoro (December 31, 1969 at 4:59 pm)
Something like..."uhm... so, yeah! uhm... now, uhm... something like that.":P
icedthai (December 31, 1969 at 4:59 pm)
Nuclear decay does not have to be cause-effect induced. A particular atom may decay now or wait 14 billion years.Arguably perhaps we don't know how to define the atom well enough to prove rigorously that it is also cause-effect grounded.There are other examples along these lines that involve "quantum decisions".




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