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Submitted by Dan K on

Would it make sense to frame this as a classic exploitation vs. exploration problem? This is not a trivial problem, even when dealing with less ethically challenging questions such as optimal routing strategy:
http://en.wikipedia.org/wiki/Multi-armed_bandit