Multiple deputies with the Washington County Sheriff's Office responded to a 911 call at 1:48 p.m. and surrounded the home minutes later, the department wrote in a Facebook post on Tuesday.
The officers, who even went so far as to request a canine to help them at the scene, reported hearing noises coming from a bathroom inside the house.
After not responding to "several announcements" commanding them to leave the bathroom, deputies drew their guns and opened the door to see who was inside.
The suspect was a Roomba, an automatic vacuum cleaner, the sheriff's office said.
"We breached the bathroom door and encountered a very thorough vacuuming job being done by a Roomba Robotic Vacuum cleaner," a deputy wrote in his note about the 911 call.
Officials joked the Roomba, placed on their "most wanted" list, had been captured.