Learning Objective Functions
We coupled an online estimation technique and a fast dynamic game solver to allow an autonomous driving vehicle to optimize its trajectory while learning the objective functions of the cars in its surroundings. It allows the autonomous vehicle to quickly identify the desired speed, desired lane and aggresiveness level of the vehicles it is interacting with. This gained information further improves the trajectory prediction ability of the autonomous vehicle.