We show the existence and uniqueness of the solutions of reflected stochastic differential equations driven by semimartingales with regulated trajectories. The study of these SDEs will be based on a new existence and uniqueness theorem for the deterministic Skorokhod problem when the driving process has only right and left limits. (C) 2020 Elsevier B.V. All rights reserved.