If the emulator is running but does not appear as a deployment option in Visual Studio, close the emulator and re-start, confirming that you are using the script with vs in the name. The differences are the Android SDK location and the port used for the emulator. The run scripts are intended for developers using Android Studio and the run_vs scripts are for Visual Studio users.
The installation folder contains start-up scripts named run and run_vs.