SYSTEMS, METHODS AND APPARATUS FOR DATA QUALITY ASSESSMENT AND LEARNING FOR AUTOMATED DEVICES

    公开(公告)号:US20230244191A1

    公开(公告)日:2023-08-03

    申请号:US18148362

    申请日:2022-12-29

    申请人: Intel Corporation

    IPC分类号: G05B13/02

    CPC分类号: G05B13/0265

    摘要: Methods, apparatus, systems and articles of manufacture (e.g., physical storage media) to perform data quality assessment and learning for automated agents are disclosed. An example apparatus disclosed herein includes processor circuitry to calculate a data quality score for data generated by sensors of an autonomous agent. The processor circuitry also generates a reputation score based on the data quality score and the data generated by the sensors. The reputation score indicates a level of confidence in an accuracy of the data quality score. Usage of the data by an action circuitry of the autonomous agent is controlled based on the data quality score and the reputation score. The data quality score and the reputation score are a first value and a second value, respectively.