A mobility platform is configured to execute one or more tasks in a worksite including a first passive landmark and a second passive landmark. The mobility platform may include a chassis, a drive system supporting the chassis, a first laser rangefinder disposed on the chassis at a first location, a second laser rangefinder disposed on the chassis at a second location, and at least one processor. The at least one processor may be configured to determine a position and orientation of the chassis based on a first distance measured by the first laser rangefinder between the first location and a first known landmark position, a second distance measured by the second laser rangefinder between the second location and a second known landmark position, and yaw angle information from at least one of the first and second laser rangefinders.

A method for autonomously emptying refuse by a robot, comprising: capturing, with at least one sensor positioned on the robot, sensor data of an environment of the robot as the robot navigates within the environment; generating, with a processor of the robot, a map of the environment based on at least the captured sensor data; receiving, with the processor of the robot, a schedule for emptying refuse stored in a container on the robot at a refuse collection location from an application associated with the robot, the application executed on a computing device, wherein the schedule for emptying refuse comprises at least a day and a time; determining, with the processor of the robot, a path of the robot from the refuse collection location; and actuating, with the processor of the robot, the robot to drive along the determined path according to the schedule for emptying refuse.

A mobility platform is configured to execute one or more tasks in a worksite including a first passive landmark and a second passive landmark. The mobility platform may include a chassis, a drive system supporting the chassis, a first laser rangefinder disposed on the chassis at a first location, a second laser rangefinder disposed on the chassis at a second location, and at least one processor. The at least one processor may be configured to determine a position and orientation of the chassis based on a first distance measured by the first laser rangefinder between the first location and a first known landmark position, a second distance measured by the second laser rangefinder between the second location and a second known landmark position, and yaw angle information from at least one of the first and second laser rangefinders.