Novelty Search and the Problem with Objectives , Lehman & Stanley, 2011.
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the more ambitious the objective is, the less in- formative the gradient of the induced objective function will be. ...could ignoring the ultimate objective of search, or even searching entirely without an explicit objective, sometimes be a more viable approach to discovery? |
(HTT Alan Jacobs' blog, again.)