An algorithm for a solution of a stochastic adaptive linear quadratic optimal control problem

A variational approach is taken to derive optimality conditions for a discrete time linear quadratic adaptive stochastic optimal control problem. These conditions lead to an algorithm for computing optimal control laws which differs from the dynamic programming algorithm.