Patent ID: 11904893
Assignee: MOTIONAL AD LLC
Field: Transport (Mechanical engineering)
Classification: CPC B  G | IPC B  G

Claim 9:
10. The method of claim 9, wherein the machine learning model comprises at least one neural network model comprising a plurality of artificial neurons arranged within a plurality of layers of the at least one neural network, wherein the optimization of the variables of the at least one neural network model comprises computing weights and a bias for each artificial neuron of the plurality of artificial neurons to optimize for the avoidance of at least one noisy area, the avoidance of at least one tunnel, the avoidance of at least one crowded area, the preference of a smoother route based on a material of a path on which the vehicle moves during the route, or the minimizing a number of stops for the vehicle, wherein the weights and the bias for each artificial neuron are the variables.