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EP1t0 trtjs0sSimilarlythestateactionvaluefunctionisQsaEP1t0 trtjs0sa0aThediscountedstatedistributiondgivestheprobabilityofeachstatewhenusingpolicyparameterswithadiscountap

E[P1t=0 trtjs0=s;].Similarly thestate-actionvaluefunctionisQ(s;a)=E[P1t=0 trtjs0=s;a0=a;].Thediscountedstatedistribution givestheprobabilityofeachstatewhenusingpolicyparameters withadis-countap

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