No, do not leave the robot in the pool because the salt and chlorine will form seals and cause corrosion of the metal parts. Use the cord to pull the robot towards you. Pull it out by the handles and place it on the edge of the pool so that the water can escape from it. Do not try to pull it out by the cable!