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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: November 13, 2007 at 10:12 am
Author: googletechtalks

Length: 06:38
Rating: 4.76
Views: 28755

Tags: education  engedu  google  googletechtalks  talk  talks  techtalk  techtalks  

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pianoman8765 (August 29, 2008 at 12:29 am)
i dont think we should be able to use polyworld. The creatures in Polyworld will Develop a human level intelligence. We should not be in control of these creatures, its not humane.
patchhacker (August 28, 2008 at 8:55 pm)
sorry about my comment before i stand corrected we can have a copy of poly world feel free to mark my first comment as spam
patchhacker (August 28, 2008 at 8:50 pm)
I sure do wish that all of us could have a copy of this program so that we could see what we could do with the program...
joshig1983 (August 10, 2008 at 5:34 pm)
yeah, it would be nice if they had a video form of abstract or a 10 minute compressed form of what they want to say.
johnChapman (August 5, 2008 at 3:39 pm)
I think that you're trying to apply a strong, philosophical definition of altruism (pure selflessness with no benefit) to determine whether a phenomenon is altrusistic or not. That's not really the sense in which biologists use the term. Note, before, that I said "no immediate payoff" - yes, there may ultimately be a benefit to the individual (as in the case of reciprocal grooming), but expending effort in such a way has a high exposure to risk; freeloaders can be groomed without ever...
leorana2 (August 4, 2008 at 4:24 pm)
Also I would argue shouting doesn't necessarily put the animal at risk. It draws attention, sure. But the predator has likely already spotted the group, and if it will begin persue it will most likely go for the closest/youngest/lonely prey, not based on shouting or not.As for vampire bats, I did a bit of reading and it seems like they do exhibit a form of altruism. However vampire bats in that case are the exception, not the rule.
leorana2 (August 4, 2008 at 4:20 pm)
Grooming benefits the animal performing the grooming. It raises it social status (mating), and makes it more likely it will get groomed by others (status). Shouting as a warning help save the group. The group has many advantages for the individual. This can be compared to a human enlisting the army to fight a war to protect his country. He doesn't do it in the name of sacrifice, he does it because he knows if his country will not be defended his way of life / family / freedom be destroyed.
johnChapman (August 4, 2008 at 11:05 am)
Vampire bats regurgitating blood to feed others who didn't manage to feed themselves on a particular night, bird and monkey species who give out a cry to warn others of an approaching predator, attracting the predator to themselves, apes and birds that groom one another to remove parasites - all of these activities benefit one individual (the receiver) at cost to another (the one providing the 'favour').
leorana2 (August 3, 2008 at 8:15 pm)
Can you give such an example?
ACIDPONG (August 2, 2008 at 1:04 am)
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