Information processing device, information processing method, program, and mobile object

The information processing system addresses redundant learning in distributed machine learning by selecting vehicles for federated learning based on position, direction, and time, improving learning efficiency by avoiding redundant data collection.

JP7757812B2Active Publication Date: 2025-10-22TOYOTA JIDOSHA KK
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Patent Information

Application Number
JP2022011039
Authority / Receiving Office
JP · JP
Patent Type
Patents
Current Assignee / Owner
Filing Date
2022-01-27
Publication Date
2025-10-22
Estimated Expiration
2042-01-27

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Patent Text Reader

Abstract

To enable appropriate selection of mobile vehicles to be used for machine learning.SOLUTION: An information processing device (3) provided herein comprises a control unit (31) configured to perform steps of acquiring mobile vehicle information including information indicative of respective positions of multiple mobile vehicles (10) available for machine learning, and selecting two or move mobile vehicles (10) to be used for machine learning on the basis of the mobile vehicle information.SELECTED DRAWING: Figure 4
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Citation Information

Patent Citations

  • On-vehicle information collection device

    JP2007249473A

  • Moving image information collection system and vehicle-mounted device

    JP2009237945A

  • Information collection system and information collection device

    JP2018166292A

  • Data collector, data collecting system, and method for collecting data

    JP2020038595A

  • Machine learning system

    JP2021174433A