I think that if you want to change the color and are okay with the possiblity of screwing up the mats, then you have nothing to lose.
Yes, to spray paint. I'd apply it evenly and thinly. If the mat starts to curl, wait until it's dry. If it's still curled up when dry, try spraying the other side to flatten it.