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What do you think of Myna, in these respects? Does it suffer from the same disadvantages as other bandit optimization approaches?

http://mynaweb.com/docs/




Does it suffer from the same disadvantages as other bandit optimization approaches?

Yes.

That said, the people there are very smart and are doing something good. But I would be very cautious about time-dependent automatic optimization on a website that is undergoing rapid improvement at the same time.




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