The aims of this module are to develop an understanding of the principals of mobile Robotics and autonomous decision making, with a focus on wheeled robotics using descrete probabilistic models. The module provides the mathematical foundation (and its derivations) and translates this into pragmatic skills for developing such systems on top of a Robotics Platform.