The parks and gardens surrounding the palace are dotted with many unusual buildings, including a Chinese village, an unusual pyramid structure where Catherine buried her favorite pets, a small Tatar mosque and various little pavilions and summer cottages. It's well worth taking a stroll around the park as well as visiting the palace itself, especially as you have to pay to enter the park (and after that the palace) anyway.