The city typically issues a $90 citation to red zone violators.
Schwarzenegger's spokesman, Aaron McLear, declined to comment.
The governor apparently didn't learn from his wife's mistake. Last month, Shriver was caught on video parking her Cadillac Escalade in a red zone in Santa Monica.
That tape surfaced after several other videos showed Shriver holding a cell phone while driving, another violation of California law.