The theory of differential games is of recent origin. In attempting to formulate optimal control problems with uncertainty as differential games, several difficulties which are characteristic of differential game theory are encountered. The nature of these difficulties is discussed and through several illustrative examples the various steps involved in solving differential games of varied degree of sophistication and difficulty are outlined.