This paper focuses on two approaches for calculating optimal controls in cooperative differential games with hybrid structure: namely, the (joint) payoff function has a form of sum of integrals with different but adjoint time intervals. Our methods had been applied for the game-theoretical model with random time horizon T where T has a discrete structure. But the area of application can be more wide.