公开(公告)号：US20220360854A1

公开(公告)日：2022-11-10

申请号：US17315107

申请日：2021-05-07

申请人： HULU, LLC

发明人： Pengfei Gao ,  Dingming Wu ,  Chunyang Wei ,  Xiaohui Xie ,  Shulei Ma

IPC分类号： H04N21/472 ,  H04N21/45 ,  H04N21/442 ,  H04N21/466 ,  G06Q30/02 ,  G06N20/00 ,  G06N5/04

摘要： In some embodiments, a method receives a request for supplemental content to be provided in association with main content. The method selects an instance of supplemental content based on a long-term reward metric and a short-term reward metric. The long-term reward metric is based on feedback from delivery of a plurality of instances of supplemental content and a delivery status for a delivery constraint of one instance of supplemental content. The short-term reward metric is based on feedback from delivery of the one instance of supplemental content. The long-term reward metric is based on feedback from delivery of a plurality of instances of supplemental content and the short-term reward metric is based on feedback from delivery of one instance of supplemental content. The instance of supplemental content is provided to a client device.

公开(公告)号：US20230096951A1

公开(公告)日：2023-03-30

申请号：US18062299

申请日：2022-12-06

申请人： HULU, LLC

发明人： Pengfei Gao ,  Dingming Wu ,  Chunyang Wei ,  Xiaohui Xie ,  Shulei Ma

IPC分类号： H04N21/472 ,  H04N21/45 ,  H04N21/442 ,  G06N5/04 ,  H04N21/466 ,  G06Q30/02 ,  G06N20/00

摘要： In some embodiments, a method determines a reward metric based on feedback for an instance of content. A delivery status for a delivery constraint of the instance of content is applied to the reward metric to generate a constrained reward metric. The method uses the constrained reward metric to train a model. The model is used to select from a plurality of instances of content. One of the plurality of instances of content is selected for delivery using the model.

公开(公告)号：US11546665B2

公开(公告)日：2023-01-03

申请号：US17315107

申请日：2021-05-07

申请人： HULU, LLC

发明人： Pengfei Gao ,  Dingming Wu ,  Chunyang Wei ,  Xiaohui Xie ,  Shulei Ma

IPC分类号： H04N21/442 ,  H04N21/472 ,  H04N21/45 ,  G06N5/04 ,  H04N21/466 ,  G06Q30/02 ,  G06N20/00

摘要： In some embodiments, a method receives a request for supplemental content to be provided in association with main content. The method selects an instance of supplemental content based on a long-term reward metric and a short-term reward metric. The long-term reward metric is based on feedback from delivery of a plurality of instances of supplemental content and a delivery status for a delivery constraint of one instance of supplemental content. The short-term reward metric is based on feedback from delivery of the one instance of supplemental content. The long-term reward metric is based on feedback from delivery of a plurality of instances of supplemental content and the short-term reward metric is based on feedback from delivery of one instance of supplemental content. The instance of supplemental content is provided to a client device.

公开(公告)号：US12096082B2

公开(公告)日：2024-09-17

申请号：US18062299

申请日：2022-12-06

申请人： HULU, LLC

发明人： Pengfei Gao ,  Dingming Wu ,  Chunyang Wei ,  Xiaohui Xie ,  Shulei Ma

IPC分类号： H04N21/472 ,  G06N5/04 ,  G06N20/00 ,  G06Q30/0207 ,  G06Q30/0242 ,  G06Q30/0251 ,  H04N21/442 ,  H04N21/45 ,  H04N21/466

CPC分类号： H04N21/472 ,  G06N5/04 ,  G06N20/00 ,  G06Q30/0212 ,  G06Q30/0242 ,  G06Q30/0255 ,  H04N21/44222 ,  H04N21/4532 ,  H04N21/4662 ,  H04N21/4667

摘要： In some embodiments, a method determines a reward metric based on feedback for an instance of content. A delivery status for a delivery constraint of the instance of content is applied to the reward metric to generate a constrained reward metric. The method uses the constrained reward metric to train a model. The model is used to select from a plurality of instances of content. One of the plurality of instances of content is selected for delivery using the model.