Hello,
Restarting the Router is the same as rebooting it, yes.
I would clear the entire Wi-Fi network list, then add your Wi-Fi connection again. You can then connect to other networks at a later stage when necessary.
I have done this on a few occasions in the past when I have had this problem.
Kind regards
Lee