Katamehlm

 Definitions Q function is used for computing the area under the tail of the probability distribution function (PDF) of Gaussian distribution (Figure 1) The complementary error function represents the area under the two tails of zero mean Gaussian probability density function of variance (Figure 2)The basic formulation of Qlearning assumes discrete stateaction spaces and the Qfunction is stored in a tabular representation For continuous domains a function approximation is required to represent the Qfunction and generalize between similar situations In next sections we present our proposal for function approximation using densities A recap on some key concepts I recommend you read the post on How to build a Brand Funnel in Q using R because I cover off some basics of R As a refresh, there are some key concepts for using R in Q Reference names – this is the name that Q uses in R code to refer to another table In the Report tree, you can rightclick on a table and select Reference name St