'Acton' means the farm by the oak trees.
It comes from Old English āc, oak, and tūn, an enclosure, later a farm. East Acton was a separate hamlet, mentioned in 1294, whose farmhouses and cottages lay around common land known as East Acton green by 1474. For centuries the main village was called Church Acton to tell the two apart.