Concepts and methods for discrete and continuous time control under uncertainty

We present some concepts and solution methods for finite horizon control problems under uncertainty in discrete as well as continuous time. We discuss exact and approximate solution methods and mention possible applications. The uncertainty is mainly of a stochastic nature, but also other forms of uncertainty are considered.