Absolutely. It won't hurt it. I from time to time dip mine in the bathtub and give them a good scrub down with just a bit of dish soap and a soft brush.
Great story! We quilt were we can...when we can! I have moved my mat off of the kitchen table so many times....think my family just thought it was a tablecloth...LOL