Pull-over location selection using machine learning

    公开(公告)号:US12071162B2

    公开(公告)日:2024-08-27

    申请号:US17491068

    申请日:2021-09-30

    申请人: Waymo LLC

    摘要: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for selecting a pull-over location using machine learning. One of the methods includes obtaining data specifying a target pull-over location for an autonomous vehicle travelling on a roadway. A plurality of candidate pull-over locations in a vicinity of the target pull-over location are identified. For each candidate pull-over location, an input that includes features of the candidate pull-over location is processed using a machine learning model to generate a respective likelihood score representing a predicted likelihood that the candidate pull-over location is an optimal location. The features of the candidate pull-over location include one or more features that compare the candidate pull-over location to the target pull-over location. Using the respective likelihood scores, one of the candidate pull-over locations is selected as an actual pull-over location for the autonomous vehicle.

    Obtaining User Input
    7.
    发明公开

    公开(公告)号:US20240270231A1

    公开(公告)日:2024-08-15

    申请号:US18421337

    申请日:2024-01-24

    申请人: APPLE INC.

    摘要: A method includes determining a path of travel of a motorized electronic device to move from a first location to a second location. The method includes determining, by a control system, a baseline height of a body of the motorized electronic device relative to a surface of the path of travel and determining, by the control system, to notify a potential operator of the motorized electronic device. In response to determining to notify the potential operator, the method includes controlling operation of a system of the motorized electronic device using the control system to cause a change in a height of a portion of the body of the motorized electronic device relative to the baseline height of the body of the motorized electronic device.