"Direction of maximum interestingness" is very good. But I wonder if "direction of maximum leverage" isn't even better, as a "True North."
Any simple "direction of" algorithm is still at risk of climbing a lame hill, though. Gotta balance the exploration and the exploitation.
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@paulbaumgart Yeah, greedy algorithms -> local optima. "Direction of maximum leverage plus some randomness" sounds good though. -
@traviskorte With slowly decreasing randomness as you get older, perhaps. - 1 more reply
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