Richard was born about 1496. Richard's father was Sir Thomas Cordray and his mother was Jane Gray. His paternal grandfather was Thomas Cordray; his maternal grandparents were Lord John Gray and Anne Grey. He had a brother and a sister, named Thomas and Maude. He was the second oldest of the three children.