Stopping Robotium test execution
You can cancel the previous Robotium test by starting another test one with a made-up test name:
adb shell am instrument -e class com.foo.tests#dummyTestName com.foo.tests/android.test.InstrumentationTestRunner
You can clear the app data,like this
adb shell pm clear com.foo.tests