Machine Learning for Triaging Failures in Autonomous Vehicles

By | September 28, 2018

<p id=”p-0001″ num=”0000″>The present disclosure provides systems and methods for automatic triaging of failure events experienced by autonomous vehicles. In particular, the systems and methods of the present disclosure can include or otherwise leverage one or more machine learned classifier models that can perform failure type classification on the basis of various features extracted from vehicle data that is descriptive of conditions experienced by an autonomous vehicle at the time of one or more vehicle failure events. In addition, existing vehicle data logs that include failure type labels manually applied by a human reviewer can be used to train the machine learned classifier model.</p>

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