  The paper is a full version of the short presentation in \cite{amv17}.
Ergodic control for one-dimensional controlled diffusion is tackled; both drift
and diffusion coefficients may depend on a strategy which is assumed markovian.
Ergodic HJB equation is established and existence and uniqueness of its
solution is proved, as well as the convergence of the reward improvement
algorithm.
