riot sending messages to turned of device

https://riot.im/app/#/welcome

I tested riot between 2 computers.
It worked.

Then I turned the receiving computer off. After sending
the message the sending computer was turned off.

When turning on the receiving computer the message was
not received. Riot only works if both computers are
running? Thanks.