A cleaning system, comprising: an autonomous floor cleaner, comprising: an autonomously moveable housing; a fluid delivery system comprising a supply tank and a receiver coupling in fluid communication with the supply tank; a fluid recovery system comprising a recovery tank and a waste disposal coupling in fluid communication with the recovery tank wherein the fluid delivery and the fluid recovery systems are carried on the autonomously moveable housing; and a docking station for docking an autonomous floor cleaner, the docking station comprising: a liquid supply system configured to fill a supply tank onboard the autonomous floor cleaner and comprising a supply conduit and a supply coupling configured to couple with a corresponding receiver coupling on the autonomous floor cleaner; and a disposal system configured to empty a recovery tank onboard the autonomous floor cleaner and comprising a waste receiver coupling configured to couple with a corresponding waste disposal coupling on the autonomous floor cleaner wherein the docking station is configured to be fluidly coupled to a plumbing infrastructure, and to fill the supply tank and to empty the recovery tank via the plumbing infrastructure, characterized in that the autonomous floor cleaner comprises a controller coupled to at least one component or system of the autonomous floor cleaner and configured to operate the at least one component or system according to an operation cycle. an autonomous floor cleaner, comprising: an autonomously moveable housing; a fluid delivery system comprising a supply tank and a receiver coupling in fluid communication with the supply tank; a fluid recovery system comprising a recovery tank and a waste disposal coupling in fluid communication with the recovery tank wherein the fluid delivery and the fluid recovery systems are carried on the autonomously moveable housing; and an autonomously moveable housing; a fluid delivery system comprising a supply tank and a receiver coupling in fluid communication with the supply tank; a fluid recovery system comprising a recovery tank and a waste disposal coupling in fluid communication with the recovery tank wherein the fluid delivery and the fluid recovery systems are carried on the autonomously moveable housing; and a docking station for docking an autonomous floor cleaner, the docking station comprising: a liquid supply system configured to fill a supply tank onboard the autonomous floor cleaner and comprising a supply conduit and a supply coupling configured to couple with a corresponding receiver coupling on the autonomous floor cleaner; and a disposal system configured to empty a recovery tank onboard the autonomous floor cleaner and comprising a waste receiver coupling configured to couple with a corresponding waste disposal coupling on the autonomous floor cleaner wherein the docking station is configured to be fluidly coupled to a plumbing infrastructure, and to fill the supply tank and to empty the recovery tank via the plumbing infrastructure, characterized in that the autonomous floor cleaner comprises a controller coupled to at least one component or system of the autonomous floor cleaner and configured to operate the at least one component or system according to an operation cycle. a liquid supply system configured to fill a supply tank onboard the autonomous floor cleaner and comprising a supply conduit and a supply coupling configured to couple with a corresponding receiver coupling on the autonomous floor cleaner; and a disposal system configured to empty a recovery tank onboard the autonomous floor cleaner and comprising a waste receiver coupling configured to couple with a corresponding waste disposal coupling on the autonomous floor cleaner wherein the docking station is configured to be fluidly coupled to a plumbing infrastructure, and to fill the supply tank and to empty the recovery tank via the plumbing infrastructure, characterized in that the autonomous floor cleaner comprises a controller coupled to at least one component or system of the autonomous floor cleaner and configured to operate the at least one component or system according to an operation cycle.