US Patent 12094021 Hybrid neural network for rider satisfaction

A hybrid neural network for rider satisfaction includes a first neural network to detect a detected satisfaction state of a rider occupying a vehicle through analysis of data gathered from sensors deployed in the vehicle for gathering physiological conditions of the rider. The hybrid neural network further includes a second neural network to optimize, for achieving a favorable satisfaction state of the rider, an operational parameter of the vehicle in response to the detected satisfaction state of the rider.