How can I completely reset wifi settings?

Solution 1:

To remove your connections from Network Manager run:

sudo rm -f /etc/NetworkManager/system-connections/*; sudo pkill -9 NetworkManager

Just make sure you have passwords for wifi networks that you intend to use before you do so.