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Introduction to AI Robotics
Covers all the material needed to understand the principles behind the AI approach to robotics and to program an artificially intelligent robot for applications involving sensing, navigation, planning, and uncertainty.
More information at Amazon US UK

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Optimising Clicks

Yes, I thought you meant organising the structure!

There are a few sites that optimise their article positions already. Check PHP Nuke. Basically, the most popular story is in the menu, and they have a top 10 X which showcases the best of everything.

That sounds like the sort of thing you want, but on a larger scale -- i.e., nearly everywhere in the site. Q-learning can do that nicely... you assign a Q value to each link, and increase it when it gets reward (== a click). Then sort by slightly randomised values of Q to display, in order to find the optimal policy. That's simple reinforcement learning. Check it out ;)

Keep in mind that pre-organised links are sometimes better. Constant layout, or layout in a particular order are sometimes very important.

Good luck!

935 posts.
Wednesday 24 July, 04:27
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