Yes indeed.
This is assuming they're not doing something really anoying like acting like a gas and colliding with eachother. At the edge of the atmosphere, it becomes more and more possible for escape if they have the V.
Space/Science » in reply to Does escape velocity apply to gas molecules ?(n/t)