Exponential Convergence and stability of Howards's Policy Improvement Algorithm for Controlled Diffusions

B. Kerimkulov, D. Šiška, Ł. Szpruch

Optimal control problems are inherently hard to solve as the optimization must be performed simultaneously with updating the underlying system. Starting from an initial guess, Howa…