Dumbarton Oaks, formally the Dumbarton Oaks Research Library and Collection, is a historic estate in the Georgetown neighborhood of Washington, D.C. It was the residence and garden of wealthy U.S. diplomat Robert Woods Bliss and his wife Mildred Barnes Bliss.