This work applies Virtual Reference Feedback Tuning (VRFT), a data-driven control method, to tune discrete-time repetitive controllers aiming at tracking and rejection of periodic signals. Two linear parameterizations are proposed for this controller's series topology, as well as a reference model for VRFT. A numerical example is shown in the context of a power inverter.