I work on remote machines fairly often. Sometimes a software install will ask for a reboot. But when you click the “Start” button, the options aren’t there!
Right click on the task bar at the bottom and go to task manager, look for the menu named ‘Shutdown’ and choose ‘Restart’
that’s it!