Fontainebleau , together with the neighbouring commune of Avon , Seine-et-Marne and three other smaller communes , form an urban area of 36,713 inhabitants ( according to the 1999 census ) . Fontainebleau , together with the neighbouring commune of Avon and three other smaller communes , form an urban area of 36,713 inhabitants ( according to the 1999 census ) .