>
>Doesn't the UCB formula basically encode this behavior?

Yes, but the formula is not cast in stone.  There are
infinite variations that implement the basic concept.

I guess the lesson I wanted to convey is that this formula,
or perhaps an algorithm too complicated to be expressed as
a simple formula, is part of the space that needs to be 
explored.

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