Motivated by recent path-breaking contributions in the theory of repeated games
in continuous time, this paper presents a family of discrete-time games which provides
a consistent discrete-time approximation of the continuous-time limit game.
Using probabilistic arguments, we prove that continuous-time games can be defined
as the limit of a sequence of discrete-time games. Our convergence analysis reveals
various intricacies of continuous-time games. First, we demonstrate the importance
of correlated strategies in continuous-time. Second, we attach a precise meaning to
the statement that a sequence of discrete-time games can be used to approximate a
continuous-time game.