Robert Augustus Smith (1869 - December 4, 1942) was a two-time U.S. National Champion trainer of Thoroughbred racehorses and a U. S. Racing Hall of Fame inductee who won the 1934 Kentucky Derby with Cavalcade and the with High Quest. In addition to his own, Smith trained horses to four National Championships including American Horse of the Year.