Invention Grant
- Patent Title: Information processing device, information processing method, and non-transitory computer-readable storage medium
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Application No.: US16978707Application Date: 2019-03-01
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Publication No.: US11762679B2Publication Date: 2023-09-19
- Inventor: Yohei Okawa , Yoshiya Shibata , Chisato Saito , Kennosuke Hayashi , Yu Tomono
- Applicant: OMRON Corporation
- Applicant Address: JP Kyoto
- Assignee: OMRON Corporation
- Current Assignee: OMRON Corporation
- Current Assignee Address: JP Kyoto
- Agency: JCIPRNET
- Priority: JP 18040115 2018.03.06
- International Application: PCT/JP2019/007994 2019.03.01
- International Announcement: WO2019/172101A 2019.09.12
- Date entered country: 2020-09-06
- Main IPC: G06F9/455
- IPC: G06F9/455 ; G06N20/00 ; G06N7/01

Abstract:
The image processing device is provided with: a first input unit which, with respect to one or more virtual models including a virtual model of an operation machine, receives an input of a first parameter for identifying a type; a second input unit which receives an input of a second parameter relating to a stochastic distribution having, as a random variable, a characteristic of an element constituting the one or more virtual models; a virtual model generation unit which, using the first parameter and the second parameter, generates the one or more virtual model stochastically; a determination unit which determines the correctness of an operation of the virtual model of the operation machine when operated in a virtual space including the one or more stochastically generated virtual models; and a learning unit which learns a control module for the operation machine for achieving a predetermined operation.
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