Albert was the third son of George and Ann Horsler of Great Bramingham, who had seven sons serving  on the Western Front. Three brothers were killed and two, including Albert, were wounded.

The first page of Albert's army record can be found in the National Archives as part of the "Burnt Documents" ( most of the WWI service records were damaged in the Blitz in WWII and fragments have been preserved on microfilm).