No. Polar bears do not live in Antarctica at all. They live in
the Artic. Penguins inhabit much of Antarctica, but there is no
chance of a penguin encountering a polar bear in the wild. Polar
bears are native to areas such as Canada's Northern Territories,
Alaska, and other such areas.
It is too cold in Antarctica and there for there are no polar bears.