In this talk, we will show a Girsanov theorem for doubly stochastic differential equations and the concept of weak solutions for a certain type of backward doubly stochastic differential equations.Finally we will apply the theory of backward doubly stochastic differential equations to a kind of zero-sum doubly stochastic differential games, which may formulate a type of games under information asymmetry.