Adaptive control of nonlinear stochastic systems having unknown parameters

The problem under consideration is construction of a near-optimal adaptive control for dynamic nonlinear systems whose parameters are not known in advance and should be estimated in the process of operation. Cases of unconstrained and constrained control are analyzed.