To reinstall, just throw the PA application into the trash and reinstall from the dmg you downloaded. You settings will remain intact however. To reset, delete the directory "Planetary Annihilation" in "~/Library/Application Support/Uber Entertainment". Note the ~ there.
Thank you! What does it mean ~ in the path? Is the root of the system, or my user folder? I guess I'll find out in a sec...