DETERMINING VEHICLE TRAJECTORIES BASED ON CONTROL DISTRIBUTIONS

A vehicle trajectory may be determined by sampling sequences of vehicle controls based on a set of control distributions. The control distributions may then be updated based on a set of trajectory-related costs associated with the sampled trajectories. The sampled trajectories may be used to determine a trajectory for the vehicle. The determined trajectory may be used to control the vehicle and/or the vehicle's driving behavior.