Bayes' controllers with memory for a linear system with jump parameters

The Bayes' regulator with perfect memory is derived for a linear stochastic plant with an incomplete probabilistic description. Because of the complexity of the equations characterizing the optimal control, two suboptimal approximations are also given. It is shown that under appropriate conditions, one of the suboptimal controllers is better than the best zero memory regulator.