Rensselaerville is a town in Albany County, New York, United States. The population was 1,843 at the 2010 census. The town is named after Stephen Van Rensselaer. The "official" hamlets are Cooksburg, Medusa, Potter Hollow, Preston Hollow, and Rensselaerville.