Gm Cruise Holdings LLC

Moorissa Meritseba Tjokro

Kunal Mehta

Miles Avery Bowman

Adam Thomas Chase

Matthew Owen Pugh

Disclosed are embodiments for facilitating a routing recommendation system based on user activities. In some aspects, an embodiment includes receiving input data comprising a list of activities requested by a user of an autonomous vehicle (AV) ride-hailing service and a point of destination requested by the user; mapping locations of interest corresponding to the list of activities; generating an ordered list of the locations of interest based on a user profile and historical data of the user; supplementing the ordered list of the locations of interest based on other historical data of other users of the AV ride-hailing service to generate a recommended list of places; applying a K-means clustering technique to the recommended list of places to identify one or more sets of recommendations and a centroid location for each set of recommendations; and providing a routing recommendation corresponding to a selected set of the sets of recommendations.

Routing recommendation system based on user activities

Systems and methods for obtaining passenger feedback during an autonomous vehicle (AV) ride are provided. Feedback can be obtained in different forms during the passenger's ride. For instance, the passenger may opt-in to shadow the AV as it performs various driving behaviors. Input devices such as a tablet or joystick may be activated in the autonomous vehicle. A heuristic scene is selected and presented on the tablet, and the passenger can use the joystick to perform the maneuver as the AV is performing the same. The passenger's driving behavior does not alter the operation of the AV. Alternatively, the scene is different from the AV's route and the driving behaviors are not synced. Further, the passenger can be prompted to provide a response after specific maneuvers are performed by the AV. Feedback data is obtained and recorded from each passenger and then evaluated and compared to the AV's driving behaviors.

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San Francisco, CA, United States of America

Moorissa Meritseba Tjokro