Of course they were.

PICTURES: Prehistoric European Cave Artists Were Female
"We don't know what the roles of artists were in Upper Paleolithic society [roughly 40,000 to 20,000 years ago] generally," he said. "But it's a step forward to be able to say that a strong majority of them were women."