Abstract: Some embodiments of the present invention are directed to a method of choosing the components for a satisficing planner using machine learning (ML) (for example, deep learning (DL)). Some embodiments of the present invention are directed to choosing search algorithm component(s) for a satisficing planner using ML (for example, DL). Some embodiments of the present invention are directed to choosing search refinement components (that is, search boosting component(s) and/or search pruning component(s)) for a satisficing planner using ML (for example, DL).

Abstract: Embodiments for improving heuristic searching in artificial intelligence (AI) planning are provided. At least one planning task within a planning domain is identified. The at least one planning task is solved to generate a plurality of plans. The plurality of plans include a plurality of state-action pairs. A neural network is trained utilizing the plurality of state-action pairs. Preferred actions for states within the planning domain are determined utilizing the neural network.

Abstract: A device and method are provided for automatically monitoring tire pressure in a vehicle, as well as a method for displaying information about vehicle tire inflation. The method for automatically monitoring tire pressure in a vehicle encompasses indirectly determining the actual temperature in a vehicle tire. The actual temperature is ascertained based on empirically determined families of characteristics as a function of parameters that describe environmental conditions, driving conditions and/or material properties of the vehicle tires.

Abstract: An apparatus for adjusting the pressure in a tire of a vehicle comprises a compressed gas source, a coupling which can be fastened on a valve of the tire, and control means for selective action upon the coupling with compressed gas from the compressed gas source, said control means comprising an interface for communication with a TPM system.

Abstract: A device and method are provided for automatically monitoring tire pressure in a vehicle, as well as a method for displaying information about vehicle tire inflation. The method for automatically monitoring tire pressure in a vehicle encompasses indirectly determining the actual temperature in a vehicle tire. The actual temperature is ascertained based on empirically determined families of characteristics as a function of parameters that describe environmental conditions, driving conditions and/or material properties of the vehicle tires.

Abstract: Apparatus and method are provided for avoiding penetration of foreign particles into a vehicle interior. An apparatus for avoiding penetration of foreign particles into a vehicle interior including, but not limited to a monitoring device, which detects an expected opening of a vehicle door. In this case an overpressure generating device generates an air overpressure in the vehicle interior.

Abstract: A method is provided for the assignment of tire pressure sensors of a tire pressure monitoring system to wheel positions on a vehicle. In each case a tire pressure sensor of a tire pressure checking device is assigned to a wheel. The method includes, but is not limited to measurement of a centrifugal force on a number of wheels by means of a centrifugal force sensor assigned to the tire pressure checking device at a time t; determination of the wheel rotational speed of a number of wheels at the time t. The assignment of the values for the wheel rotational speed to the wheel position is known. The method further includes, but is not limited to correlation of the measured centrifugal forces with the determined wheel rotational speeds for the assignment of the tire pressure sensors to the wheel positions.