A network selection method, a network connection method, a terminal device, and a non-transitory computer-readable storage medium are disclosed. The method may include: acquiring characteristic state information of the application (S1100); generating a network slice selection instruction according to the characteristic state information (S1200); and sending the network slice selection instruction to cause a terminal device to establish a corresponding network connection according to the network slice selection instruction (S1300).