公开(公告)号：US20210356920A1

公开(公告)日：2021-11-18

申请号：US17286268

申请日：2019-10-11

Applicant: SONY CORPORATION

Inventor： SHINGO TAKAMATSU ,  MASANORI MIYAHARA ,  KOGA TAMAMURA ,  TOMOKO TAKAHASHI ,  MOTOKI HIGASHIDE

IPC: G05B13/04 ,  G06N20/00 ,  G05B13/02 ,  G06Q30/02 ,  G05B17/02

Abstract: This technology relates to an information processing apparatus, an information processing method, and a program for permitting relatively easy comparison and examination of learning histories. An information processing apparatus includes a control section configured to perform control to display multiple prediction models as models trained by machine learning, and respective pieces of model information regarding the prediction models. This technology can be applied, for example, to information processing apparatuses that perform learning and prediction by machine learning.

公开(公告)号：US20170265817A1

公开(公告)日：2017-09-21

申请号：US15528600

申请日：2015-08-26

Applicant: SONY CORPORATION

Inventor： SHINGO TAKAMATSU ,  NAOTO TSUBOI ,  KAZUKI YOSHIYAMA

IPC: A61B5/00 ,  A61B5/11

CPC classification number: A61B5/7275 ,  A61B5/00 ,  A61B5/11 ,  A61B5/1112 ,  A61B5/1118 ,  A61B5/681 ,  A61B5/6824 ,  A61B5/742 ,  A61B2560/0242 ,  G06Q50/22 ,  G16H10/60 ,  G16H40/63 ,  G16H50/20 ,  G16H50/50

Abstract: [Object] To be able to predict a change in condition of a user in a wider range.[Solution] Provided is an information processing apparatus including: a sensor information acquisition unit configured to acquire sensor information including at least biological information of a user; and a biological information change prediction unit configured to predict a change of the biological information from the sensor information in accordance with a framework based on knowledge concerning poor physical condition of the user.

公开(公告)号：US20210117828A1

公开(公告)日：2021-04-22

申请号：US17253005

申请日：2019-06-13

Applicant: SONY CORPORATION

Inventor： SHINGO TAKAMATSU ,  KENTO NAKADA ,  YUJI HORIGUCHI ,  HIROSHI IIDA ,  MASANORI MIYAHARA

IPC: G06N5/04 ,  G06N20/00 ,  G06F16/22 ,  G06F16/28

Abstract: The present disclosure relates to an information processing apparatus, an information processing method, and a program that allow improvement of a learning data set to be facilitated. A prediction analysis section calculates an evaluation value for an evaluation data set used to evaluate a prediction model, for a predetermined number of data samples in a learning data set used for training of the prediction model, and on the basis of the evaluation value for all the data samples in the learning data set and gradients of the data samples, an advice generation section generates presentation information for presenting advice related to at least one of the data samples in the learning data set or feature amounts of the data samples. A technique according to the present disclosure can be applied to prediction of a contract price of a previously used condominium, for example.

公开(公告)号：US20200012237A1

公开(公告)日：2020-01-09

申请号：US16465232

申请日：2017-11-24

Applicant: SONY CORPORATION

Inventor： YOSHIYUKI KOBAYASHI ,  YASUFUMI TANAKA ,  SHINGO TAKAMATSU ,  ATSUSHI NODA

IPC: G05B13/02 ,  B25J13/08 ,  B25J11/00 ,  G06N3/00 ,  G05B13/04

Abstract: The present disclosure relates to an information processing apparatus, a method, and a program capable of causing a system to efficiently learn a method of controlling a person. A control learning system calculates a reward based on an input objective state of a control target and a state of the control target based on a sensing result of the control target. The control learning system performs reinforcement learning using the calculated reward and the state of the control target to select a better action for bringing the control target closer to the objective state. The control learning system executes the selected action for the control target. For example, the present disclosure can be applied to a control learning system including a terminal and a cloud system.

公开(公告)号：US20200005399A1

公开(公告)日：2020-01-02

申请号：US16469296

申请日：2017-12-08

Applicant: SONY CORPORATION

Inventor： SHINGO TAKAMATSU ,  NAOKI IDE ,  AKIRA FUKUI ,  YASUFUMI TANAKA

IPC: G06Q40/08 ,  B60W40/09 ,  G06N5/04

Abstract: The present technology relates to an information processing device, an information processing method, and a program that facilitate comparisons between insurances. The information processing device includes: an acquisition unit that acquires an output from one sensor or outputs from a plurality of sensors different from each other as behavior-monitoring data items of a user; and a diagnosis-result prediction unit that predicts a diagnosis result about one insurance or diagnosis results about a plurality of insurances for the user on the basis of a prediction model calculated in advance by learning for the one insurance or each of the plurality of insurances, and on the basis of the behavior-monitoring data items. The present technology is applicable to comparison systems.

公开(公告)号：US20190019202A1

公开(公告)日：2019-01-17

申请号：US16069089

申请日：2016-10-25

Applicant: SONY CORPORATION

Inventor： SHINGO TAKAMATSU

IPC: G06Q30/02 ,  G06Q50/18 ,  G06N7/00 ,  G06N99/00

Abstract: [Object] To provide an information processing apparatus, an information processing method, and a program that can present an index to success of a policy for guiding a customer's continuing state to a targeted state. [Solution] The information processing apparatus includes an output unit configured to output an index to success of a policy that guides a customer to a targeted state, the index being calculated on a basis of past information indicating a change in a continuing state of the customer and past information indicating whether or not the policy that guides the customer who has been changed to the targeted state has been implemented.