spot wash, or in a pillow case in the washer. I personally air dry them
My mom used to put ours in a pillow case and wash them lol
I wash ours in the washing machine. You can get one of those mesh laundry bags to put them in so it's not as rough on them.
Spot wash with dish soap and a washcloth. If it's bad then you gotta try and put them in the machine under hand wash and light soil. I put them in the dryer on no heat with a dry towel to help absorb the moisture and keep them from banging around.