To keep the peace at home, Keith Hearn had to scold his new robotic vacuum cleaner.

The trouble started when Mr. Hearn first turned on his Roomba automatic cleaner. When the device started scooting around the floor, Mr. Hearn's dog, Argos, attacked it.

Seeking help, Mr. Hearn found an online forum dedicated to the hundred-dollar Roomba buzzing...