According to the MTA:

As previously reported , there will be no Roosevelt Island F Train service

at all this coming weekend and starting Monday August 28 Roosevelt Island F train service will be replaced with a Shuttle train service running only back and forth between Queensbridge/21 street, Roosevelt Island and 63r/Lexington Ave every 20 minutes between 5 AM and midnight.

More here on the upcoming Roosevelt Island subway service changes.