Roberts parents were newspaper editors. The family moved to Australia in 1869. They lived in Collingwood. He worked as a photographer's assistant through the 1870s. He studied art at night under Louis Buvelot. He became friends with Frederick McCubbin. He returned to England for three years of full-time art study at the Royal Academy Schools from 1881 to 1884.