 Willson took a preparatory course of study at Alfred Academy in New York.Later, he enrolled for one year at a preparatory school in Cambridge before matriculating to Harvard University in 1865.His brother Forceythe became terminally ill during Augustus' sophomore year, and the younger man took a brief hiatus from his studies to care for him.