Android Studio - Run application without launcher activity

In Run/Debug Configurations (just next to the launch button in the toolbar) you can manage your application configurations. There you should be able to specify whether you want to launch an Activity or not.

In Run/Debug Configurations in General -> Launch Options -> Launch select Nothing like this