Okay, you'll want to go to admin and on the left, I believe should be a thing somewhere that says "edit members." Go there and go to Members. There will be some options for what regular members are allowed to do. There should be an option for Joining and you can put "Can Automatically Join."
Be sure that you do this under Members only, otherwise you'll have people automatically becoming admins or something.