I rented a movie from iTunes on my apple tv, can I watch this rental on another apple tv that's on the same network and under the same account?

I would like to rent a movie from iTunes on one of my apple tv's and would like to know if I can watch that movie rental on another apple tv on the same network. I used to rent movies on my Mac and was able to watch on different apple tv through home-sharing.