Artificial intelligence route-based vehicle sensor evaluation

A method for route-based vehicle sensor evaluation, the method comprising:

• receiving input data through an input device within a vehicle, wherein the input data is associated with an interaction with the input device;
• interpreting the input data to identify a query;
• identifying, based on the query, a sensor action, a network action, and an evaluation action to perform to support generation of a response to the query;
• retrieving sensor data from a plurality of sensors of the vehicle to perform the sensor action, wherein the sensor data includes measurements indicative of respective statuses of a plurality of components of the vehicle as captured by the plurality of sensors;
• retrieving network data from a network data store to perform the network action, wherein the network data is associated with a route to be driven by the vehicle;
• detecting positions of the vehicle at different times using a positioning receiver;
• generating an estimate based on processing of the sensor data and the network data and the positions using an artificial intelligence network to perform the evaluation action, where the estimate is associated with the route;
• generating the response to the query, wherein the response is indicative of the estimate;
• and
• outputting the response through an output device within the vehicle.

A non-transitory computer readable storage medium having embodied thereon a program, wherein the program is executable by a processor to perform a method of route-based vehicle sensor evaluation, the method comprising:

• receiving input data through an input device within a vehicle, wherein the input data is associated with an interaction with the input device;
• interpreting the input data to identify a query;
• identifying, based on the query, a sensor action, a network action, and an evaluation action to perform to support generation of a response to the query;
• retrieving sensor data from a plurality of sensors of the vehicle to perform the sensor action, wherein the sensor data includes measurements indicative of respective statuses of a plurality of components of the vehicle as captured by the plurality of sensors;
• retrieving network data from a network data store to perform the network action, wherein the network data is associated with a route to be driven by the vehicle;
• detecting positions of the vehicle at different times using a positioning receiver;
• generating an estimate based on processing of the sensor data and the network data and the positions using an artificial intelligence network to perform the evaluation action, where the estimate is associated with the route;
• generating the response to the query, wherein the response is indicative of the estimate;
• and
• outputting the response through an output device within the vehicle.