Armand Loreau (born 30 July 1931) is a French sprint canoer who competed in the early 1950s. He won two silver medals at the 1950 ICF Canoe Sprint World Championships, earning them in the C-2 1000 m and C-2 10000 m events. Loreau also finished fourth in the C-2 1000 m event at the 1952 Summer Olympics in Helsinki.