<?xml-stylesheet type="text/xsl" href="https://community.element14.com/cfs-file/__key/system/syndication/rss.xsl" media="screen"?><rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/" xmlns:wfw="http://wellformedweb.org/CommentAPI/"><channel><title>Robots already dominate humans, at rock paper scissors</title><link>/technologies/robotics/b/blog/posts/robots-already-dominate-humans-at-rock-paper-scissors</link><description>www.youtube.com/watch Robots have already beat humans in chess, and at the University of Tokyo, Ishikawa Oku has developed a robot that will always win at rock paper scissors (or “janken” in Japan). It achieves a 100% winning rate by analyz...</description><dc:language>en-US</dc:language><generator>Telligent Community 12</generator><item><title>RE: Robots already dominate humans, at rock paper scissors</title><link>https://community.element14.com/technologies/robotics/b/blog/posts/robots-already-dominate-humans-at-rock-paper-scissors</link><pubDate>Sun, 15 Jul 2012 21:26:10 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:cd874595-4fcf-42f1-b4a7-2c5ff3541c90</guid><dc:creator>DAB</dc:creator><slash:comments>0</slash:comments><description>&lt;p&gt;I am not surprised by the results.&lt;/p&gt;&lt;p&gt;With enough samples, you can build up a reasonably accurate predictive algorithm to immitate your personnal random solection process.&lt;/p&gt;&lt;p&gt;Everyone can become predictable for this level of simple task.&amp;nbsp; Most people are not aware that they have individual tendencies in most things.&lt;/p&gt;&lt;p&gt;Some people have learned to observe and learn these patterns quickly, which is why some people can win most of the time while others seem to lose.&lt;/p&gt;&lt;p&gt;&amp;nbsp;&lt;/p&gt;&lt;p&gt;I worked with Dr. Peter Raeth on using a radial basis function to build up a frequency model for predicting background signal levels.&amp;nbsp; We demonstrated that the algorithm could improve your signal extraction capabilities significantly.&amp;nbsp; Even in a supposed high noise environment, we found a predictable multifrequency pattern.&lt;/p&gt;&lt;p&gt;&amp;nbsp;&lt;/p&gt;&lt;p&gt;As they say, you have to understand the math to understand the game.&amp;nbsp; Even complex games can become predictable.&amp;nbsp; Otherwise no computer could defeat a skilled chess master.&lt;/p&gt;&lt;p&gt;&amp;nbsp;&lt;/p&gt;&lt;p&gt;Just a thought,&lt;/p&gt;&lt;p&gt;DAB&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=14229&amp;AppID=36&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item></channel></rss>