I tried to open the game and it says app.info is missing from data folder. But, when I looked it was there.

OK  when you download you get a zip file. You need to first unzip this file. Right click on it and select Extract All, select OK and you'll end up with a new folder next to the zip file. Now go into that folder and run Autonauts.exe