Robert Lee Moore was an American politician from Arizona. He served four terms in the Arizona State Senate, the first during the 6th and 7th Arizona State Legislatures, holding the seat from Navajo County, and then again during the 13th and 14th Arizona State Legislatures. He was long-time engineer on the Santa Fe Railway.