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Predictive controller adapting application execution to influence user psychological state

机译:预测控制器适应应用程序执行以影响用户心理状态

摘要

A “Predictive Controller” operates with any type of controller or user input device to predict user inputs or responses to a current state of an application. A predictive model of the current state of the application is applied to prior user inputs to jointly predict a current user-specific psychological state or profile of the user and a predicted next user response or input. The predicted response or input is provided as the user input to the particular application prior to receiving the actual user input, thereby reducing latency of the response of the application to that actual user input. In addition, a tangible feedback corresponding to the predicted next user input is provided. Further, the predictive capabilities of the Predictive Controller can be applied to locally or remotely hosted instances of the application to reduce latencies associated with user inputs received from any type of controller or user input device.
机译:“预测控制器”可与任何类型的控制器或用户输入设备一起操作,以预测用户输入或对应用程序当前状态的响应。将应用程序当前状态的预测模型应用于先前的用户输入,以共同预测用户当前的特定于用户的心理状态或配置文件以及预测的下一个用户响应或输入。在接收到实际用户输入之前,将预测的响应或输入作为用户输入提供给特定应用,从而减少了应用对该实际用户输入的响应的等待时间。另外,提供了与预测的下一个用户输入相对应的有形反馈。此外,可将预测控制器的预测能力应用于应用程序的本地或远程托管实例,以减少与从任何类型的控制器或用户输入设备接收的用户输入关联的延迟。

著录项

  • 公开/公告号US10832154B2

    专利类型

  • 公开/公告日2020-11-10

    原文格式PDF

  • 申请/专利权人 MICROSOFT TECHNOLOGY LICENSING LLC;

    申请/专利号US201916524890

  • 发明设计人 ABHINAV KASHYAP;

    申请日2019-07-29

  • 分类号G06N7;G06N20;

  • 国家 US

  • 入库时间 2022-08-21 11:27:37

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