A direct derivation of the solution of the discounted exponential linear quadratic Gaussian optimal control problem is presented. Some extensions to partial observations problems are also given. The solution involves time-varying Riccati equations, providing an example of an infinite horizon, constant coefficient, regulator problem with a time-varying optimal control.