In this talk we will consider dynamics with infinitely many time derivatives, such equations follow directly from string field theory and have many interesting properties. First we will review results for the case of Minkowski background and then consider coupling to nontrivial background, in particular, to Friedmann-Robertson-Walker metric. New methods for solving corresponding nonlocal Friedmann equations will be presented and resulting solutions in the view of cosmological applications will be discussed.