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	<title>GLOW Interactive &#124; BLOG &#187; Crawling-Creatures</title>
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	<description>codify, media, gaming, industry ramblings, finance</description>
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		<title>Teaching Worms to Crawl Using Genetic Algorithms</title>
		<link>http://blog.glowinteractive.com/2010/02/teaching-worms-to-crawl-using-genetic-algorithms/</link>
		<comments>http://blog.glowinteractive.com/2010/02/teaching-worms-to-crawl-using-genetic-algorithms/#comments</comments>
		<pubDate>Thu, 18 Feb 2010 13:27:28 +0000</pubDate>
		<dc:creator>Jan Kalis</dc:creator>
				<category><![CDATA[Codify]]></category>
		<category><![CDATA[Crawling-Creatures]]></category>
		<category><![CDATA[Emergent-Behavior]]></category>
		<category><![CDATA[Evolution]]></category>
		<category><![CDATA[Genetic-Algorithms]]></category>
		<category><![CDATA[Neural-Networks]]></category>

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		<description><![CDATA[This is a follow-up to the first article about training creatures to walk using neural networks and genetic algorithms. The next creature I decided to train is a worm. Here's the result (generation ~200).]]></description>
			<content:encoded><![CDATA[<p>This is a follow-up to <a href="http://blog.glowinteractive.com/index.php/2010/02/on-using-genetic-algorithm-to-train-neural-network-driven-creatues-to-walk-in-flash/">the first article</a> about training creatures to walk using neural networks and genetic algorithms. The next creature I decided to train is a worm. Here&#8217;s the result (generation ~200).</p>
<p><a href="http://blog.glowinteractive.com/wp-content/themes/glow/flash/jan/genetic/worms.swf" target="_blank"><img class="alignnone size-full wp-image-773" title="codify_genetic_algorithms_worms" src="http://blog.glowinteractive.com/wp-content/uploads/2010/02/codify_genetic_algorithms_worms.jpg" alt="Genetic Algorithms - Worms" width="670" height="320" /></a></p>
<p><a href="http://blog.glowinteractive.com/wp-content/themes/glow/flash/jan/genetic/creatures.zip">Get the source code</a> (contains the walking creatures, too).</p>
<p>PS: Again, if you happen to evolve an interesting locomotion, send me your code/swf and I&#8217;ll post it here.</p>
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