We consider the optimal decentralized control problem of a two-wheeled vehicle group via mean-field game theory. In this setting, the individual optimal control law is decentralized, in which it is a function of its own state and the approximated term. We provide the simulation results of the two-wheeled vehicle group to validate the theoretical results.