Convergence analysis of cautious control

In this paper, we present a theoretical analysis on stability and convergence of the cautious control, which has advantages over the traditional certainty equivalence adaptive control, since it takes the parameter estimation error into account in the design,and is also one-step-ahead optimal in the mean square sense under Gaussian assumptions.