adb shell quit app

You can use adb shell kill to kill the process, but first you need to find the process id. To do this you can use adb shell ps and parse the output. Here is a sample (assuming your development PC is Unix):

adb shell kill $(adb shell ps | grep YOUR.PACKAGE.NAME | awk '{ print $2 }')