The Network Icon will disappear. To turn on the network again, left click on the top right corner arrow down, locate your network interface and click Connect.
Too bad none of the command line options work on bionic by default anymore. By default they use netplan, ifup/ifdown/nmcli is not installed by default, the init scripts are not there and it’s no longer network-manager or NetworkManager.service anymore.