Medieval equestrian warfare, and equestrian practice, did hark back to Roman antiquity, just as the notion of chivalry harked back to the rank of equites in Roman times.
Documentation of equestrian practice during the 9th to 10th centuries is still sparse, but it is clear that the tournament, properly so called, is a development of the High Middle Ages.