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公开(公告)号：US12282304B2
公开(公告)日：2025-04-22
申请号：US18210700
申请日：2023-06-16
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Brian E. Brooks , Gilles J. Benoit , Peter O. Olson , Tyler W. Olson , Himanshu Nayar , Frederick J. Arsenault , Nicholas A. Johnson
IPC: G05B13/04 , B60W40/064 , B60W40/08 , B60W40/105 , G05B13/02 , G05B19/4065 , G05B19/418 , G05B23/02 , G06F18/21 , G06N5/043 , G06N5/046 , G06N7/01 , G06Q10/0631 , G06Q10/0639 , G06Q30/0202 , G06Q10/087
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for determining causal models for controlling environments. One of the methods includes obtaining data specifying baseline probability distributions for each of a plurality of controllable elements; maintaining a causal model; repeatedly performing the following: selecting control settings for the environment based on the causal model and values for a particular internal parameter of the control system that are sampled from a range of possible values; selecting control settings for the environment based on the baseline probability distributions; monitoring environment responses to the control settings selected based on the causal model and the control settings selected based on the baseline probability distributions; determining, for each of the possible values, a measure of a difference between a current system performance and a baseline system performance; and updating how frequently each of the possible values is sampled.
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公开(公告)号：US20250036112A1
公开(公告)日：2025-01-30
申请号：US18917251
申请日：2024-10-16
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Brian E. Brooks , Gilles J. Benoit , Peter O. Olson , Tyler W. Olson , Himanshu Nayar , Frederick J. Arsenault , Nicholas A. Johnson , Brett R. Hemes , Thomas J. Strey , Jonathan B. Arthur , Nathan J. Herbst , Aaron K. Nienaber , Sarah M. Mullins , Mark W. Orlando , Cory D. Sauer , Timothy J. Clemens , Scott L. Barnett , Zachary M. Schaeffer , Patrick G. Zimmerman , Gregory P. Moriarty , Jeffrey P. Adolf , Steven P. Floeder , Andreas Backes , Peter J. Schneider , Maureen A. Kavanagh , Glenn E. Casner , Miaoding Dai , Christopher M. Brown , Lori A. Sjolund , Jon A. Kirschhoffer , Carter C. Hughes
IPC: G05B19/418 , B25J11/00
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for optimizing a process of manufacturing a product. In one aspect, the method comprises repeatedly performing the following: i) selecting a configuration of input settings for manufacturing a product, based on a causal model that measures causal relationships between input settings and a measure of a quality of the product; ii) determining the measure of the quality of the product manufactured using the configuration of input settings; and iii) adjusting, based on the measure of the quality of the product manufactured using the configuration of input settings, the causal model.
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公开(公告)号：US12140938B2
公开(公告)日：2024-11-12
申请号：US17436886
申请日：2019-10-03
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Brian E. Brooks , Gilles J. Benoit , Peter O. Olson , Tyler W. Olson , Himanshu Nayar , Frederick J. Arsenault , Nicholas A. Johnson , Brett R. Hemes , Thomas J. Strey , Jonathan B. Arthur , Nathan J. Herbst , Aaron K. Nienaber , Sarah M. Mullins , Mark W. Orlando , Cory D. Sauer , Timothy J. Clemens , Scott L. Barnett , Zachary M. Schaeffer , Patrick G. Zimmerman , Gregory P. Moriarty , Jeffrey P. Adolf , Steven P. Floeder , Andreas Backes , Peter J. Schneider , Maureen A. Kavanagh , Glenn E. Casner , Miaoding Dai , Christopher M. Brown , Lori A. Sjolund , Jon A. Kirschhoffer , Carter C. Hughes
IPC: G05B19/00 , B25J11/00 , G05B19/418
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for optimizing a process of manufacturing a product. In one aspect, the method comprises repeatedly performing the following: i) selecting a configuration of input settings for manufacturing a product, based on a causal model that measures causal relationships between input settings and a measure of a quality of the product; ii) determining the measure of the quality of the product manufactured using the configuration of input settings; and iii) adjusting, based on the measure of the quality of the product manufactured using the configuration of input settings, the causal model.
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公开(公告)号：US12055903B2
公开(公告)日：2024-08-06
申请号：US17439105
申请日：2019-09-11
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Himanshu Nayar , Frederick J. Arsenault , Nicholas A. Johnson , Brian E. Brooks , Gilles J. Benoit , Peter O. Olson , Tyler W. Olson
IPC: G05B13/04 , B60W40/064 , B60W40/08 , B60W40/105 , G05B13/02 , G05B19/4065 , G05B19/418 , G05B23/02 , G06F18/21 , G06N5/043 , G06N5/046 , G06N7/01 , G06Q10/0631 , G06Q10/0639 , G06Q30/0202 , G06Q10/087
CPC classification number: G05B13/042 , B60W40/064 , B60W40/08 , B60W40/105 , G05B13/021 , G05B13/024 , G05B13/0265 , G05B13/041 , G05B19/4065 , G05B19/41835 , G05B23/0229 , G05B23/0248 , G06F18/2193 , G06N5/043 , G06N5/046 , G06N7/01 , G06Q10/06315 , G06Q10/06395 , G06Q30/0202 , G05B2219/36301 , G06Q10/087
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for determining causal models for controlling environments. One of the methods includes identifying a procedural instance; selecting control settings for the procedural instance, comprising, for a particular one of the controllable elements: assigning the procedural instance to a cluster for the particular controllable element in accordance with current values of a set of clustering parameters for the particular controllable element; and selecting a setting for the particular controllable element for the procedural instances based on a causal model that is specific to the cluster; obtaining environment responses to the selected control settings that define a value of the performance metric for the procedural instance; and updating, for the particular controllable element, the causal model for the cluster for the controllable element to which the procedural instance was assigned based on the value of the performance metric.
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公开(公告)号：US11966204B2
公开(公告)日：2024-04-23
申请号：US17438725
申请日：2019-09-11
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Gilles J. Benoit , Brian E. Brooks , Peter O. Olson , Tyler W. Olson , Himanshu Nayar , Frederick J. Arsenault , Nicholas A. Johnson
IPC: G05B13/04 , B60W40/064 , B60W40/08 , B60W40/105 , G05B13/02 , G05B19/4065 , G05B19/418 , G05B23/02 , G06F18/21 , G06N5/043 , G06N5/046 , G06N7/01 , G06Q10/0631 , G06Q10/0639 , G06Q10/087 , G06Q30/0202
CPC classification number: G05B13/042 , B60W40/064 , B60W40/08 , B60W40/105 , G05B13/021 , G05B13/024 , G05B13/0265 , G05B13/041 , G05B19/4065 , G05B19/41835 , G05B23/0229 , G05B23/0248 , G06F18/2193 , G06N5/043 , G06N5/046 , G06N7/01 , G06Q10/06315 , G06Q10/06395 , G06Q30/0202 , G05B2219/36301 , G06Q10/087
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for determining causal models for controlling environments. One of the methods includes repeatedly selecting, by a control system for the environment, control settings for the environment based on internal parameters of the control system, wherein: at least some of the control settings for the environment are selected based on a causal model, and the internal parameters include a first set of internal parameters that define a number of previously received performance metric values that are used to generate the causal model for a particular controllable element; obtaining, for each selected control setting, a performance metric value; determining that generating the causal model for the particular controllable element would result in higher system performance; and adjusting, based on the determining, the first set of internal parameters.
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Patent Agency Ranking
公开(公告)号：US11927926B2
公开(公告)日：2024-03-12
申请号：US17437221
申请日：2019-09-11
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Brian E. Brooks , Gilles J. Benoit , Peter O. Olson , Tyler W. Olson , Himanshu Nayar , Frederick J. Arsenault , Nicholas A. Johnson
IPC: G05B13/04 , B60W40/064 , B60W40/08 , B60W40/105 , G05B13/02 , G05B19/4065 , G05B19/418 , G05B23/02 , G06F18/21 , G06N5/043 , G06N5/046 , G06N7/01 , G06Q10/0631 , G06Q10/0639 , G06Q30/0202 , G06Q10/087
CPC classification number: G05B13/042 , B60W40/064 , B60W40/08 , B60W40/105 , G05B13/021 , G05B13/024 , G05B13/0265 , G05B13/041 , G05B19/4065 , G05B19/41835 , G05B23/0229 , G06F18/2193 , G06N5/043 , G06N5/046 , G06N7/01 , G06Q10/06315 , G06Q10/06395 , G06Q30/0202 , G05B2219/36301 , G06Q10/087
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for determining causal models for controlling environments. One of the methods includes repeatedly selecting control settings for the environment based on (i) a causal model that identifies causal relationships between possible settings for controllable elements in the environment and environment responses that reflect a performance of the control system in controlling the environment and (ii) current values of a set of internal parameters; and during the repeatedly selecting: monitoring environment responses to the selected control settings; determining, based on the environment responses, an indication that one or more properties of the environment have changed; and in response, modifying the current values of one or more of the internal parameters.
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公开(公告)号：US11720070B2
公开(公告)日：2023-08-08
申请号：US17438096
申请日：2019-09-11
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Brian E. Brooks , Gilles J. Benoit , Peter O. Olson , Tyler W. Olson , Himanshu Nayar , Frederick J. Arsenault , Nicholas A. Johnson
IPC: G05B13/04 , G05B13/02 , G06N5/043 , G05B23/02 , G06N5/046 , G05B19/4065 , G05B19/418 , G06Q10/0631 , G06Q10/0639 , G06Q30/0202 , B60W40/064 , B60W40/08 , B60W40/105 , G06F18/21 , G06N7/01 , G06Q10/087
CPC classification number: G05B13/042 , B60W40/064 , B60W40/08 , B60W40/105 , G05B13/021 , G05B13/024 , G05B13/0265 , G05B13/041 , G05B19/4065 , G05B19/41835 , G05B23/0229 , G06F18/2193 , G06N5/043 , G06N5/046 , G06N7/01 , G06Q10/06315 , G06Q10/06395 , G06Q30/0202 , G05B2219/36301 , G06Q10/087
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for determining causal models for controlling environments. One of the methods includes obtaining data specifying baseline probability distributions for each of a plurality of controllable elements; maintaining a causal model; repeatedly performing the following: selecting control settings for the environment based on the causal model and values for a particular internal parameter of the control system that are sampled from a range of possible values; selecting control settings for the environment based on the baseline probability distributions; monitoring environment responses to the control settings selected based on the causal model and the control settings selected based on the baseline probability distributions; determining, for each of the possible values, a measure of a difference between a current system performance and a baseline system performance; and updating how frequently each of the possible values is sampled.
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公开(公告)号：US20160350796A1
公开(公告)日：2016-12-01
申请号：US15114443
申请日：2015-01-28
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Frederick J. Arsenault , Brian E. Brooks
IPC: G06Q30/02
CPC classification number: G06Q30/0242
Abstract: Systems and methods for organizing and controlling the display of content, then measuring the effectiveness of that content in modifying behavior, within a particular temporal and special dimension, so as to minimize or eliminate confounding effects.
Abstract translation: 用于组织和控制内容显示的系统和方法，然后在特定时间和特殊维度内测量该内容在修改行为中的有效性，以便最小化或消除混淆效应。
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公开(公告)号：US20160092924A1
公开(公告)日：2016-03-31
申请号：US14891860
申请日：2014-06-02
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Brian E. Brooks , Frederick J. Arsenault
CPC classification number: G06Q30/0261 , G06Q30/02 , G06Q30/0241 , G06Q30/0267 , H04W4/029
Abstract: At least some aspects of the present disclosure feature systems and methods for delivering content to a mobile device. In one embodiment, the system receives location information of the mobile device and determines a response duration. The system selects a content piece to deliver to the mobile device based on information regarding content comparisons or experimental units.
Abstract translation: 本公开的至少一些方面的特征是用于将内容递送到移动设备的系统和方法。 在一个实施例中，系统接收移动设备的位置信息并确定响应持续时间。 该系统基于关于内容比较或实验单元的信息选择要传送到移动设备的内容片段。
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公开(公告)号：US20140379622A1
公开(公告)日：2014-12-25
申请号：US14371460
申请日：2013-01-10
Applicant: 3M INNOVATIVE PROPERTIES COMPANY
Inventor： Frederick J. Arsenault , Brian E. Brooks
CPC classification number: G06N5/04 , G06N99/005 , G06Q10/101
Abstract: A content optimization system includes a content generation module, a content evaluation module, and a rule management module. The content generation module is adapted to generate a content configuration, wherein the content configuration comprises a plurality of content elements and one or more relationships among the plurality of content elements, wherein the one or more relationships are in accordance with a set of rules on content generation. The content evaluation module is adapted to evaluate content performance of a piece of content assembled from the content configuration. The rule management module is adapted to amend the set of rules based on the evaluated content performance.
Abstract translation: 内容优化系统包括内容生成模块，内容评估模块和规则管理模块。 内容生成模块适于生成内容配置，其中，所述内容配置包括所述多个内容元素中的多个内容元素和所述多个内容元素中的一个或多个关系，其中所述一个或多个关系符合关于内容的一组规则 代。 内容评估模块适于评估从内容配置组装的内容的内容性能。 规则管理模块适于基于评估的内容性能来修改规则集。
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