Evolutionary Robotics
Evolutionary robotics is a sub-field of artificial life in which evolutionary algorithms are used to evolve robot morphology (i.e. shape) and/or behavior. Sometimes these robots exist only in simulation, while other times evolved morphologies and behaviors are translated out of the computer and into physical robots.