An autonomous all weather outdoor cleaning robot that identifies and cleans various outdoor household objects including but not limited to personal automobiles and other vehicles. The robot autonomously navigates to a designated area and scans a vehicle or object to determine the optimum cleaning routine. The robot learns its working environment by comparing scanned vehicles and outdoor objects with its existing database for future reference. The robot compares and stores navigation data regarding areas previously visited to increase efficiency for future work by reducing travel and scanning times. The robot can perform many different functions. Specifically, the robot incorporates micro-processors to control cleaning, navigation and perception. The robot uses multi-segmented arms to perform chores. The robot adapts and learns from its environment while performing useful tasks.