We present families of explicit Runge-Kutta Methods for the numerical treatment of Stochastic Differential Equations with additive noise and one dimensional Wiener process. We study methods with two, three and four stages attaining deterministic order up to four and stochastic orders one and one and a half. The methods are tested in the solution of various problems and are compared with known other methods. The results modify our effort.