Since they are not wool, they can be wet cleaned! I toss mine in the washer (usually by itself) and then let it spin in the dryer for about 10-15 minutes to get the water out of it, but not totally dried yet.

Then I set a blanket over the couch and lay it out on top setting the pleats right. Let it sit there overnight and pick it up the next morning dry and ready to wear again.