公开(公告)号：US20240069939A1

公开(公告)日：2024-02-29

申请号：US18458345

申请日：2023-08-30

Applicant: Meta Platforms Technologies, LLC

Inventor： Tanya Renee JONKER ,  Ting ZHANG ,  Frances Cin-Yee LAI ,  Anna Camilla MARTINEZ ,  Ruta Parimal DESAI ,  Yan XU

IPC: G06F9/451 ,  G06F3/0482 ,  G06F3/04847

CPC classification number: G06F9/451 ,  G06F3/0482 ,  G06F3/04847

Abstract: The present disclosure relates to refining context aware policies in extended reality systems. In one aspect, an extended reality system is provided that performs operations including: accessing data collected from user interactions while using a context aware policy in an extended reality environment, determining a support set and confidence score for the context aware policy based on the data, generating replacement policies for the context aware policy, determining a support set and confidence score for each of the replacement policies based on the data, identifying a replacement policy from the replacement policies as a replacement for the context aware policy based on the support sets and confidence scores, and updating one or more conditions or an action defined by the context aware policy with a modified version of the one or more conditions or the action defined by the replacement policy to generate an updated context aware policy.

公开(公告)号：US20240071378A1

公开(公告)日：2024-02-29

申请号：US18458383

申请日：2023-08-30

Applicant: Meta Platforms Technologies, LLC

Inventor： Tanya Renee JONKER ,  Ting ZHANG ,  Frances Cin-Yee LAI ,  Anna Camilla MARTINEZ ,  Ruta Parimal DESAI ,  Yan XU ,  Kashyap TODI ,  Tianyi YANG ,  Felix IZARRA

IPC: G10L15/19 ,  G06N5/022 ,  G06V10/40 ,  G06V20/20 ,  G10L15/02 ,  G10L15/04 ,  G10L15/22

CPC classification number: G10L15/19 ,  G06N5/022 ,  G06V10/40 ,  G06V20/20 ,  G10L15/02 ,  G10L15/04 ,  G10L15/22

Abstract: The present disclosure relates to defining and modifying behavior in an extended reality environment. The systems and methods include capturing, using the one or more audio sensors, a natural language explanation of a rule or policy from the user, extracting features from the natural language explanation of the rule or policy, wherein the features include one or more conditions, one or more actions, and connections between the one or more events, conditions, and actions, predicting a control structure comprised of one or more conditional statements based on the extracted features and model parameters learned from historical rules or policies, and generating the rule or policy based on the control structure, wherein the rule or policy comprises the one or more conditional statements for executing the one or more actions based on evaluation of the one or more conditions.

公开(公告)号：US20240071013A1

公开(公告)日：2024-02-29

申请号：US18458303

申请日：2023-08-30

Applicant: Meta Platforms Technologies, LLC

Inventor： Tanya Renee JONKER ,  Ting ZHANG ,  Frances Cin-Yee LAI ,  Anna Camilla MARTINEZ ,  Ruta Parimal DESAI ,  Yan XU

IPC: G06T19/00 ,  G02B27/01 ,  G06F3/04815

CPC classification number: G06T19/006 ,  G02B27/017 ,  G06F3/04815 ,  G02B2027/0138

Abstract: The present disclosure relates to systems and methods for defining and modifying behavior in an extended reality environment. The systems and methods include receiving a request to build or modify a rule or policy for a given user or activity, obtaining a template based on the user or the activity, displaying the template and tools for editing the template, receiving a modification to the template via the user interacting with the tools of the user interface, and modifying the template based on the modification to generate the rule or policy. The modification includes changing the initial value for the actions or the conditions of the template and saving the template as a separate instance representative of the rule or policy, and the rule or policy includes one or more conditional statements for executing one or more of the actions based on evaluation of one or more of the conditions.

公开(公告)号：US20240404222A1

公开(公告)日：2024-12-05

申请号：US18806845

申请日：2024-08-16

Applicant: Meta Platforms Technologies, LLC

Inventor： Tanya Renee JONKER ,  Ting ZHANG ,  Frances Cin-Yee LAI ,  Anna Camilla MARTINEZ ,  Ruta Parimal DESAI ,  Yan XU

IPC: G06T19/00 ,  G02B27/01 ,  G06F3/04815

Abstract: The present disclosure relates to systems and methods for defining and modifying behavior in an extended reality environment. The systems and methods include receiving a request to build or modify a rule or policy for a given user or activity, obtaining a template based on the user or the activity, displaying the template and tools for editing the template, receiving a modification to the template via the user interacting with the tools of the user interface, and modifying the template based on the modification to generate the rule or policy. The modification includes changing the initial value for the actions or the conditions of the template and saving the template as a separate instance representative of the rule or policy, and the rule or policy includes one or more conditional statements for executing one or more of the actions based on evaluation of one or more of the conditions.

公开(公告)号：US20240071014A1

公开(公告)日：2024-02-29

申请号：US18458365

申请日：2023-08-30

Applicant: Meta Platforms Technologies, LLC

Inventor： Tanya Renee JONKER ,  Ting ZHANG ,  Frances Cin-Yee LAI ,  Anna Camilla MARTINEZ ,  Ruta Parimal DESAI ,  Yan XU

IPC: G06T19/00 ,  G02B27/01 ,  H04L67/306

CPC classification number: G06T19/006 ,  G02B27/017 ,  H04L67/306 ,  G02B2027/0138

Abstract: Features described herein generally relate to predicting policies with an artificial intelligence (AI) platform based on shared or similar interactions. Particularly, data that includes information about users and a corpus of policies is collected, embeddings are generated for the collected data, and policies are predicted based on the embeddings. The policies can be predicted based on content-based filtering, collaborative filtering, and/or game theory approaches.

公开(公告)号：US20240069700A1

公开(公告)日：2024-02-29

申请号：US18458576

申请日：2023-08-30

Applicant: Meta Platforms Technologies, LLC

Inventor： Tanya Renee JONKER ,  Ting ZHANG ,  Frances Cin-Yee LAI ,  Anna Camilla MARTINEZ ,  Ruta Parimal DESAI ,  Yan XU

IPC: G06F3/0484 ,  G06F3/0482 ,  G06N20/00 ,  G06T11/60 ,  G06V20/20

CPC classification number: G06F3/0484 ,  G06F3/0482 ,  G06N20/00 ,  G06T11/60 ,  G06V20/20 ,  G06T2200/24

Abstract: Features described herein generally relate to generating and modifying policies with an artificial intelligence (AI) platform based on user activities. Particularly, data comprising characteristics of activities performed by a user in real-world and virtual environments is collected, a control structure is predicted based on the data and model parameters learned from historical policies, and a new policy is generated or a pre-existing policy is modified based on the control structure.