AUTONOMOUS VEHICLE ROUTING BASED UPON RISK OF AUTONOMOUS VEHICLE TAKEOVER

Various technologies described herein pertain to routing an autonomous vehicle based upon risk of takeover of the autonomous vehicle by a human operator. A computing system receives an origin location and a destination location of the autonomous vehicle. The computing system identifies a route for t...

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Bibliographische Detailangaben
Hauptverfasser: Hines, George Herbert, Freeman, Laura Athena, Chi-Johnston, Geoffrey Louis, Skwerer, Sean Gregory, Vaingankar, Vishal Suresh, Passa, Nitin Kumar, Joseph, Antony, Rech, Lucio Otavio Marchioro
Format: Patent
Sprache:eng
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Zusammenfassung:Various technologies described herein pertain to routing an autonomous vehicle based upon risk of takeover of the autonomous vehicle by a human operator. A computing system receives an origin location and a destination location of the autonomous vehicle. The computing system identifies a route for the autonomous vehicle to follow from the origin location to the destination location based upon output of a computer-implemented model. The computer-implemented model is generated based upon labeled data indicative of instances in which autonomous vehicles are observed to transition from operating autonomously to operating based upon conduction by human operators while the autonomous vehicles are executing predefined maneuvers. The computer-implemented model takes, as input, an indication of a maneuver in the predefined maneuvers that is performed by the autonomous vehicle when the autonomous vehicle follows a candidate route. The autonomous vehicle then follows the route from the origin location to the destination location.