'Acton' means the farm by the oak trees.
It comes from Old English āc, oak, and tūn, at first an enclosure and later a farm. The name was first recorded in 1181, borne by a witness called Viel of Acton. Seven stations bear the name Acton, among them stations named after all four points of the compass: North, South, East and West Acton.