Robert Mitchell Lake is a reservoir located in Haskell County, Oklahoma. It appears on the Lafayette USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 541.18 feet (164.95 m) above sea level. The nearest populated place is Lafayette, approximately 3.7 miles to the W.