MULTI-DIMENSIONAL MODELING OF DRIVER AND ENVIRONMENT CHARACTERISTICS
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United States of America Patent
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Nov 24, 2022
app pub date -
May 24, 2021
filing date -
May 24, 2021
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Abstract
The disclosed embodiments provide techniques for scoring a driver or vehicle. In one embodiment, a method is disclosed comprising receiving metrics associated with a vehicle; generating a deviation vector based on the metrics and a plurality of aggregated values corresponding to the metrics; computing a driver update value based on the deviation vector and a plurality of model parameters, each of the plurality of model parameters corresponding to the metrics; and computing a driver score based on the driver update value, a previous score, and a learning rate.
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