11. Wipe wooden blinds. Use a few drops of gentle wood cleaner on a relatively dry sponge. Wash aluminum blinds outdoors. Place them on an old sheet on a slanted surface and scrub with water and a noncorrosive cleaner. Rinse well and then dry thoroughly with a towel to prevent rust.