Learning-to-rank method based on reinforcement learning and server

    公开(公告)号:US11500954B2

    公开(公告)日:2022-11-15

    申请号:US16538174

    申请日:2019-08-12

    Abstract: A learning-to-rank method based on reinforcement learning, including obtaining, by a server, a historical search word, and obtaining M documents corresponding to the historical search word; ranking, by the server, the M documents to obtain a target document ranking list; obtaining, by the server, a ranking effect evaluation value of the target document ranking list; using, by the server, the historical search word, the M documents, the target document ranking list, and the ranking effect evaluation value as a training sample, and adding the training sample into a training sample set.

    Optical line terminal and data transmission method, system, and apparatus

    公开(公告)号:US11652660B2

    公开(公告)日:2023-05-16

    申请号:US17528906

    申请日:2021-11-17

    Inventor: Weiguo Li Haitao Hu

    CPC classification number: H04L12/2885

    Abstract: A data transmission method includes an optical line terminal (OLT) for obtaining a data template. The OLT then obtains corresponding optical network terminal (ONT) data based on one or more data types defined in the data template. The OLT then encodes the ONT data according to an external data representation (XDR) format and sends encoded ONT data to a management server. Further, the management server stores and manages the ONT data. The OLT collects the corresponding ONT data based on the data template, encodes and reports the ONT data according to the uniform XDR format. The embodiments define a unified statistics collecting and reporting manner of ONT data and uses standardly defined ONT data to help the management server store and manage the ONT data.

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