Zhi-Jiang Gao

Carleman approximation based adaptive optimal control design of nonlinear systems: A three-phase policy iteration approach.

As one efficient algorithm in adaptive dynamic programming to address adaptive optimal control problems, policy iteration always involves an initial admissible control guess during iteration. Such an initialization process is nontrivial, especially for unstable systems or when system dynamics are totally unknown. To ci...