Robinson entered Duntroon at the age of 17 and graduated three years later as a Lieutenant. He then transferred to the English army, serving in India, the NorthWest frontier and Burma. He retired and re-enlisted in the Australian Military forces in 1948, retiring in 1951. Robinson became a farmer in Victoria and later a Councillor and Shire President of Hastings.