In this note, we describe a recursive formulation of discounted costs
for a linear quadratic exponential Gaussian linear regulator problem w
hich implies time-invariant linear decision rules in the infinite hori
zon case. Time invariance in the discounted case is attained by surren
dering state-separability of the risk-adjusted costs.