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	<title>Mobile Magazine &#187; Angelina</title>
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	<link>http://www.mobilemag.com</link>
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		<title>Angelina Artificial Intelligence Builds Own Video Game</title>
		<link>http://www.mobilemag.com/2012/03/09/angelina-artificial-intelligence-builds-own-video-game/</link>
		<comments>http://www.mobilemag.com/2012/03/09/angelina-artificial-intelligence-builds-own-video-game/#comments</comments>
		<pubDate>Fri, 09 Mar 2012 15:21:19 +0000</pubDate>
		<dc:creator>Leo Xavier</dc:creator>
				<category><![CDATA[Gaming]]></category>
		<category><![CDATA[Software]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[Angelina]]></category>
		<category><![CDATA[Call of Duty]]></category>
		<category><![CDATA[cooperative co-evolution]]></category>
		<category><![CDATA[game]]></category>
		<category><![CDATA[game developers]]></category>
		<category><![CDATA[Michael Cook]]></category>
		<category><![CDATA[software]]></category>
		<category><![CDATA[Space Station Invaders]]></category>
		<category><![CDATA[video game]]></category>

		<guid isPermaLink="false">http://www.mobilemag.com/?p=130536</guid>
		<description><![CDATA[<p>Today’s software can certainly perform magic and it’s always fun to learn about new developments, especially when it is coming with endless possibilities. The picture posted alongside is not taken from a primitive video game from the previous decade, but from a new game which has been designed almost entirely by an AI called Angelina.
</p><p>The post <a href="http://www.mobilemag.com/2012/03/09/angelina-artificial-intelligence-builds-own-video-game/">Angelina Artificial Intelligence Builds Own Video Game</a> appeared first on <a href="http://www.mobilemag.com">Mobile Magazine</a>.</p>]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.mobilemag.com/2012/03/09/angelina-artificial-intelligence-builds-own-video-game/ai-designs-video-game/" rel="attachment wp-att-130537"><img class="alignright size-full wp-image-130537" title="AI-Designs-Video-Game" src="http://www.mobilemag.com/wp-content/uploads/2012/03/AI-Designs-Video-Game.jpg" alt="" width="300" height="229" /></a>Today’s software can certainly perform magic and it’s always fun to learn about new developments, especially when it is coming with endless possibilities. The picture posted alongside is not taken from a primitive video game from the previous decade, but from a new game which has been designed almost entirely by an AI called <a href="http://www.gamesbyangelina.org/">Angelina</a>.</p>
<p>The game definitely is not going to give you an experience similar to the latest iteration of Call of Duty, but still, Angelina’s Space Station Invaders is a pretty impressive work. Created by Michael Cook, a computer scientist at Imperial College London, the AI builds games using a technique called cooperative co-evolution.</p>
<p>In Space Station Invaders (check out the game <a href="http://www.newscientist.com/movie/space-station-invaders">here</a>), you have to control a scientist for fighting off rogue robots and invading aliens to escape a space station. For the game, Angelina designed different aspects such as level layout, enemy behaviour and power-ups, and assembled them randomly. Then the AI simulated a human playing the game for determining the most effective designs. The process is repeated around 400 times for creating the best designs.</p>
<p>But the AI is not yet capable of creating a game all by itself, the graphics and sound effects are added by Cook. But it’s a good start and the software can be developed into something big.</p>
<p>And Cook has the answer for game developers who think that the AI might bring days of unemployment for them. Cook says that he likes “to think that Angelina won&#8217;t steal anyone&#8217;s job, I think it will actually be a really positive force for designers&#8221;. He believes that Angelina can be used as a tool for making improvements to games build by developers. But isn&#8217;t that what they all say? &#8220;Oh no, the robot won&#8217;t take your job at the automobile assembly line.&#8221;</p>
<p>Head <a href="http://www.newscientist.com/article/mg21328554.900-ai-designs-its-own-video-game.html?DCMP=OTC-rss&amp;nsref=online-news">here </a>to know more about Angelina.</p>
<p>The post <a href="http://www.mobilemag.com/2012/03/09/angelina-artificial-intelligence-builds-own-video-game/">Angelina Artificial Intelligence Builds Own Video Game</a> appeared first on <a href="http://www.mobilemag.com">Mobile Magazine</a>.</p>]]></content:encoded>
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