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1. 发明申请

US20150310754A1 SYSTEMS AND METHODS FOR PROVIDING INFORMATION INCORPORATING REINFORCEMENT-BASED LEARNING AND FEEDBACK 审中-公开
标题翻译：提供基于加强型学习和反馈信息的系统和方法
公开(公告)号：US20150310754A1
公开(公告)日：2015-10-29
申请号：US14740733
申请日：2015-06-16
申请人： D2L Corporation
发明人： Jugoslav BILIC , Ivana BILIC , Justin CALLISON , Manju AGGARWAL , Stephen MICHAUD , Ryan OGG , Juan Camilo RAMIREZ , Sarbjit SARKARIA , Jian ZHOU
IPC分类号： G09B7/00 , G06F17/30
CPC分类号： G09B7/00 , G06F17/30339 , G06F17/30377 , G06F17/30867
摘要： Systems and methods are provided for feedback-driven provision of information in relation to a plurality of information resources. Some such methods involve: accessing information resources from one or more information resource repositories to establish a mapping between each information resource and each of the other information resources; maintaining a state table comprising a plurality of state-table records, each state-table record attributing a value to a state-action pair, the state-action pair comprising an indication of a series of one or more actions in relation to the information resources; monitoring actions of a first user in relation to the information resources; receiving a feedback metric related to interaction of the first user with the information resources; using the feedback metric as a basis for updating the values of a subset of the state-table records, the subset of the state-table records comprising state-action pairs which correspond to the monitored actions of the first user in relation to the information resources; and providing output information related to the information resources based at least in part on the updated values of the state-table records.
摘要翻译：提供系统和方法用于反馈驱动提供关于多个信息资源的信息。一些这样的方法涉及：从一个或多个信息资源库访问信息资源，以建立每个信息资源与每个其他信息资源之间的映射; 维护包括多个状态表记录的状态表，将状态表记录归因于状态动作对，所述状态动作对包括与所述信息资源相关的一系列一个或多个动作的指示 ; 监视第一用户相对于信息资源的动作; 接收与第一用户与信息资源的交互相关的反馈度量; 使用所述反馈度量作为更新所述状态表记录的子集的值的基础，所述状态表记录的子集包括与所述第一用户相对于所述信息资源的所监视的动作相对应的状态对动作对 ; 以及至少部分地基于所述状态表记录的更新值来提供与所述信息资源相关的输出信息。

2. 发明申请

US20180366020A1 SYSTEMS AND METHODS FOR PROVIDING INFORMATION INCORPORATING REINFORCEMENT-BASED LEARNING AND FEEDBACK 审中-公开
公开(公告)号：US20180366020A1
公开(公告)日：2018-12-20
申请号：US16101934
申请日：2018-08-13
申请人： D2L Corporation
发明人： Jugoslav BILIC , Ivana BILIC , Justin CALLISON , Manuj AGGARWAL , Stephen MICHAUD , Ryan OGG , Juan Camilo RAMIREZ , Sarbjit SARKARIA , Jian ZHOU
IPC分类号： G09B7/00 , G06F17/30
摘要： Systems and methods are provided for feedback-driven provision of information in relation to a plurality of information resources. Some such methods involve: accessing information resources from one or more information resource repositories to establish a mapping between each information resource and each of the other information resources; maintaining a state table comprising a plurality of state-table records, each state-table record attributing a value to a state-action pair, the state-action pair comprising an indication of a series of one or more actions in relation to the information resources; monitoring actions of a first user in relation to the information resources; receiving a feedback metric related to interaction of the first user with the information resources; using the feedback metric as a basis for updating the values of a subset of the state-table records, the subset of the state-table records comprising state-action pairs which correspond to the monitored actions of the first user in relation to the information resources; and providing output information related to the information resources based at least in part on the updated values of the state-table records.

3. 发明申请

US20220180763A1 SYSTEMS AND METHODS FOR PROVIDING INFORMATION INCORPORATING REINFORCEMENT-BASED LEARNING AND FEEDBACK 有权
公开(公告)号：US20220180763A1
公开(公告)日：2022-06-09
申请号：US17524575
申请日：2021-11-11
申请人： D2L Corporation
发明人： Jugoslav BILIC , Ivana BILIC , Justin CALLISON , Manuj AGGARWAL , Stephen MICHAUD , Ryan OGG , Juan Camilo RAMIREZ , Sarbjit SARKARIA , Jian ZHOU
IPC分类号： G09B7/00 , G06F16/22 , G06F16/23 , G06F16/9535 , G06F16/907
摘要： Systems and methods are provided for feedback-driven provision of information in relation to a plurality of information resources. Some such methods involve: accessing information resources from one or more information resource repositories to establish a mapping between each information resource and each of the other information resources; maintaining a state table comprising a plurality of state-table records, each state-table record attributing a value to a state-action pair, the state-action pair comprising an indication of a series of one or more actions in relation to the information resources; monitoring actions of a first user in relation to the information resources; receiving a feedback metric related to interaction of the first user with the information resources; using the feedback metric as a basis for updating the values of a subset of the state-table records, the subset of the state-table records comprising state-action pairs which correspond to the monitored actions of the first user in relation to the information resources; and providing output information related to the information resources based at least in part on the updated values of the state-table records.

4. 发明申请

US20190027053A9 SYSTEMS AND METHODS FOR PROVIDING INFORMATION INCORPORATING REINFORCEMENT-BASED LEARNING AND FEEDBACK 审中-公开
公开(公告)号：US20190027053A9
公开(公告)日：2019-01-24
申请号：US14740733
申请日：2015-06-16
申请人： D2L Corporation
发明人： Jugoslav BILIC , Ivana BILIC , Justin CALLISON , Manuj AGGARWAL , Stephen MICHAUD , Ryan OGG , Juan Camilo RAMIREZ , Sarbjit SARKARIA , Jian ZHOU
IPC分类号： G09B7/00 , G06F17/30
摘要： Systems and methods are provided for feedback-driven provision of information in relation to a plurality of information resources. Some such methods involve: accessing information resources from one or more information resource repositories to establish a mapping between each information resource and each of the other information resources; maintaining a state table comprising a plurality of state-table records, each state-table record attributing a value to a state-action pair, the state-action pair comprising an indication of a series of one or more actions in relation to the information resources; monitoring actions of a first user in relation to the information resources; receiving a feedback metric related to interaction of the first user with the information resources; using the feedback metric as a basis for updating the values of a subset of the state-table records, the subset of the state-table records comprising state-action pairs which correspond to the monitored actions of the first user in relation to the information resources; and providing output information related to the information resources based at least in part on the updated values of the state-table records.

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