Hill Climbing Algorithm & Artificial Intelligence - Computerphile

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Gepubliceerd op 9 sep. 2014

Description

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Artificial Intelligence can be thought of in terms of optimization. Robert Miles explains using the evolution's algorithm.



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This video was filmed and edited by Sean Riley.



Computer Science at the University of Nottingham: http://bit.ly/nottscomputer



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Top Comments

Hill Climbing Algorithm

What program do you use for graphics?

intelligent design denied with elegance.

You forgot the big problem that evolution is completely made up. Nah just kidding, I'm not an idiot.

To avoid being stuck in a local maxima, could a program run a cheap "probe" generation. One that is really stupid and just goes in a single direction for a while to test whether or not it's on a local maxima or a global one? For instance, the new generation could be programmed to have 1 stupid for every 4 intelligent. The intelligent ones would use the info already gained, but the stupid one would be like a radar ping, going off in a spiral to discover the landscape. Then take the data from that probe generation and enhance the current algorithm. Thereby giving the AI a form of insight.

Hill Climbing Algorithm & Artificial Intelligence…: https://youtu.be/oSdPmxRCWws

"Evolution as an algorithm"; never thought along that line, very interesting and illuminating information.

Intelligence in a life-form begins at the molecular level; protein folding, dna replication. Sub-cellular scale. By the time a basic nervous system can develop, a highly intelligent system already exists.

this was great. I learned a lot :)

Evolution is pretty stupid. ;)