The adaptive regulation is considered for a class of nonlinear
systems including the Hammerstein systems and Wiener systems as
special cases. The observations are corrupted by noise. By using
the intrinsic stability of the system a direct adaptive regulation
control is designed with the help of the stochastic approximation
(SA) method, and its optimality is proved. A numerical example is
provided.