How do I get an AIR app to automatically reset upon exit?

There is no globalReset function that allows you to go back to the starting state of your app, you either have to save the starting conditions somewhere (for example an array)

or

if your app is embeded in a website you could force a reloading (and thus starting again) by calling

navigateToURL("...myApp.html",_self);