Data Processing System with Machine Learning Engine for Providing Driving Data Analysis and Vehicle Control Functions
AssigneeAllstate Insurance Company
InventorsNeal Edgar Coleman, II, Matthew Davis Best
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AssigneeAllstate Insurance Company
InventorsNeal Edgar Coleman, II, Matthew Davis Best
Estimating the term…
Systems and apparatuses for using machine learning to generate a safety output are provided. In some examples, data may be received from a plurality of sources, may be analyzed and one or more machine learning datasets may be generated based on the analyzed data. In some arrangements, data may be received from one or more vehicles. The vehicles may be autonomous, semi-autonomous, or non-autonomous, and/or configured to operate in one or more of those modes. The data may be evaluated based on the one or more machine learning datasets to determine a safety output associated with the data. The safety output may then be used to classify the data and/or to generate one or more instructions for operation of an autonomous vehicle. The instruction(s) may be transmitted to the autonomous vehicle and may modify operation of the vehicle (e.g., to improve safety associated with the vehicle).
A computing platform, comprising:
A method, comprising:
One or more non-transitory computer-readable media storing instructions that, when executed by a computing platform comprising at least one processor, memory, and a communication interface, cause the computing platform to:
Dependencies are inferred from the claim text.