An autonomous vehicle comprises a chassis, a plurality of wheels rotationally mounted to the chassis, wherein each wheel is characterized by a camber angle and a caster angle. The vehicle includes a vehicle dynamics prediction module for predicting a vehicle dynamics condition and for generating a control signal based on the vehicle dynamics condition and a wheel geometry adjustment mechanism connected to each of the wheels for automatically adjusting one or both of the camber angle and the caster angle in response to the control signal.