Use the VAM to stop a VTS application – you’ll find the VAM still running in the background behind your application.
The RUN button that you used to start the application has now changed to a STOP button, so long as that application is the one highlighted in the list of Available Applications.
Exiting (i.e. closing) the VAM will also cause all currently running applications to end.