When Aegon the Conqueror came to Westeros, his family had landed in Dragonstone years before. It became the seat for the crown princes since then. Now the Targaryens had lost, the seat of Dragonstone had been transferred to Stannis Baratheon, brother to King Robert of House Baratheon, First of His Name.