Viscosity Solutions of the HJB Equation for Controlled Diffusions We study the Hamilton-Jacobi-Bellman equation arising in stochastic optimal control problems with controlled diffusion. Existence and uniqueness of viscosity solutions are established under standard regularity assumptions.