Nissan North America, Inc.

Renault S.a.s.

Simon Hougard

Lionel Cordesses

David Nishijima

An adaptive smart tutorial that assists in operating a vehicle is described. A situational profile for the vehicle including driver identity data is generated. The driver identity data includes respective usage frequency values corresponding to a plurality of assistance instructions. The situational profile is compared to a plurality of assistance profiles including aggregate identity data corresponding to the driver identity data, Based on the comparison, a plurality of similarity values corresponding to the plurality of assistance profiles indicating a level of similarity between the situational profile for the vehicle and a respective assistance profile of the plurality of assistance profiles is generated. An assistance instruction of the plurality of assistance instructions is selected depending upon a similarity value and a usage frequency value that corresponds to the assistance instruction. The assistance instruction is associated with one or more control system inputs for changing a control state of the vehicle.

Smart tutorial that learns and adapts

Methods, apparatuses, and non-transitory computer readable storage media for a smart tutorial that adapts are described. The smart tutorial may assist in the operation of a vehicle including generating a situational profile that includes driver identity data, vehicle state data, or extra-vehicular state data. The situational profile is compared to assistance profiles that include aggregate identity data, aggregate vehicular state data, or aggregate extra-vehicular state data. The assistance profiles correspond to assistance instructions. Based on the comparison, similarity values corresponding to the assistance profiles are generated based on the comparison between the situational profile and the assistance profiles. The greatest similarity value corresponds to the assistance profile that is most similar to the situational profile. In response to the usage frequency value exceeding a usage frequency threshold value, the assistance instruction that corresponds to the assistance profile that is most similar to the situational profile may be selected.

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Cupertino, CA, United States of America

Simon Hougard