I can confirm from a flight very recently that the Cabin Crew made a couple of children move out of the exit row for take off and landing on a 320 - they switched with some patient mugs who then willingly allowed the children to have their exit row seats back during the cruise of the flight.

So in other words the CC won't mind if your children move to the exit row during the flight as long as you move them back for landing.