My pups do the same thing - not so much with treats but when they're eating they will carry the food into the family room and eat it there
I would just suggest trying to praise them when they stay in the kitchen. Sit in the living room when he/she is eating and if they try to come into the living room/carpeted area, just turn them around and put them back at their bowl.
Good luck!