Can I set specific files to open automatically when I launch Reader

Yes, using a script.

I also recommend this tool I've developed for saving and loading sessions. It will allow you to maintain this list more easily and you could launch all the files with just a couple of clicks: Custom-made Adobe Scripts: Acrobat/Reader -- Save and Load Sessions