User Interface Fuzzing - Android

Is there any way to be able to fuzz test the UI portions of any application? Basically I just want to throw some random user input data (ie. press button, select tool, insert query into text box ...) to the app and see if it throws an error at some point.

Is this at all possible and can it be done on the Androi开发者_如何学运维d SDK?

As alextsc suggested in a comment, the UI/Application Exerciser Monkey does exactly what you want. It also gives you many options on logging.