Autonomous vehicle control is the set of algorithms and systems that compute steering, acceleration and braking commands for a self-driving vehicle in order to safely follow a planned trajectory. It draws on model-based control, which uses an explicit dynamics model to compute corrective actions, and on optimal control, which formulates control as minimising a cost function subject to the vehicle’s dynamics and constraints. It must operate reliably under uncertainty from sensing, actuation and the surrounding environment.