Yes. Some people advise against this, concerned that the soap will damage the seasoning. The fact is that when the oil polymerizes to form a hard seasoning layer, it becomes very difficult to break down. You would have to soak the skillet in soapy water for a long time to see any effect on the seasoning (but please don’t try this).