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I have a horizontal view, which has a list of images as shown below. These when clicked on the images they open up different URL’s, internal and external.

enter image description here Problem

The problem is that the 1st image has an advantage of getting more clicks then rest of the images and the last images gets the least amount of clicks

Question

I was looking into some machine-learning algorithm, which would randomize the order of cards and then the most engaging cards is placed first on the order. Any idea on what/how can I solve this issue?

Yahoo
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  • I doubt this requires any machine learning. Basic randomization in the beginning and simple stats will do. – Sergey Kovalev Oct 22 '17 at 16:10
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    Instead of `randomizing` I wanted to use something like `Multi-armed bandit`, so that I could exploit more and explore less. – Yahoo Oct 22 '17 at 16:18

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