MACHINE LEARNING SYSTEM FOR MODIFYING ADVANCED DRIVER ASSISTANCE SYSTEMS (ADAS) BEHAVIOR TO PROVIDE OPTIMUM VEHICLE TRAJECTORY IN A REGION

The disclosure includes embodiments for providing optimum vehicle behaviors in a region. In some embodiments, a method for a connected vehicle includes transmitting, via a Vehicle-to-Everything (V2X) communication, V2X data that includes customized data describing a customized need of the connected vehicle. The method includes receiving, via the V2X communication, vehicle behavior data describing an individual optimum behavior for the connected vehicle that is determined based at least in part on the V2X data. The method includes modifying an operation of a vehicle control system of the connected vehicle based on the vehicle behavior data so that the connected vehicle implements the individual optimum behavior. An implementation of the individual optimum behavior by the connected vehicle contributes to an achievement of an overall optimum behavior of a region where the connected vehicle is located while the customized need of the connected vehicle is also satisfied.