We consider a control problem for a stochastic Burgers equation. This problem is motivated by a model from the control of Turbulence (see [Choi et al., J. Fluid Mech., 253 (1993), pp. 509-543]). We study a sequence of approximated Hamilton-Jacobi equations by using dynamic programming.