Dudley was born on April 16, 1859 in Covington, Kentucky, to George Reed Dudley and Emma Lofland.
Devoting himself largely to scientific study,[REF] Dudley received a B. S. degree from the University of Cincinnati in 1880, after becoming a demonstrator of chemistry at Miami Medical College the previous year.