In Asa H I have frequently treated the one or more case utility(ies) (values, rewards) separately (for example, at line 2150 of the example code in my 10 Feb. 2011 blog). It is also possible to include the (one or more) case utility(ies) as additional case vector components; including in any vector similarity measures.
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