Retrogress, as a verb, dates back at least to 1819, per OED. The definition is a simple to move backwards, to go back. Regress (dating from 1552) is defined as to recede from; to return to a subject or into a former state and is listed as obsolete. The definition to move in a backward direction is given as chiefly Astron.