A systematic method for the derivation of high order schemes for affinely c
ontrolled nonlinear systems is developed. Using an adaptation of the stocha
stic Taylor expansion for control systems we construct Taylor schemes of ar
bitrary high order and indicate how derivative free Runge-Kutta type scheme
s can be obtained. Furthermore an approximation technique for the multiple
control integrals appearing in the schemes is proposed.