I know this sounds stupid. I need to manually and forcefully close it using task manager, is there like an exit button anywhere, because tapping escape in my keyboard does nothing.
There is no exit button inside of the application. If you hit the windows key it should bring up the taskbar where you can right click the application and then select "Close window"
