Learningtosearchefficientlyforcausally near-optimaltreatments

Neural Information Processing Systems 

Tosatisfythenear -optimalityconstraintof(1), weusean estimateofthefunction (h), see(2), todefine , , (h):=1[ (h)< / ]forparameters , 0, 1. Thefunction , , (h)representswhetheran , / -optimumhasbeenfound. Wedefine r , , (h, a)=

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