- Patent Title: Information processing system, information processing method, program, and vehicle for generating a first driver model and generating a second driver model using the first driver model
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Application No.: US16479872Application Date: 2018-01-25
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Publication No.: US11017318B2Publication Date: 2021-05-25
- Inventor: Masanaga Tsuji , Hideto Motomura , Sahim Kourkouss , Jeffry Fernando , Koichi Emura , Eriko Ohdachi
- Applicant: Panasonic Intellectual Property Management Co., Ltd.
- Applicant Address: JP Osaka
- Assignee: Panasonic Intellectual Property Management Co., Ltd.
- Current Assignee: Panasonic Intellectual Property Management Co., Ltd.
- Current Assignee Address: JP Osaka
- Agency: Greenblum & Bernstein, P.L.C.
- Priority: JPJP2017-012326 20170126
- International Application: PCT/JP2018/002273 WO 20180125
- International Announcement: WO2018/139531 WO 20180802
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G07C5/00 ; G07C5/08 ; G05D1/00
Abstract:
An information processing system receives first travel histories from vehicles that belong to vehicle type A, learns based on the first travel histories to build a first driver model that represents relation between travel situations and behaviors of the vehicles that belong to a first vehicle type, receives second travel histories from vehicles that belong to vehicle type X that is different from vehicle type A, and performs transfer learning in which the second travel histories are used for the first driver model to build a second driver model that represents relation between travel situations and behaviors of the vehicles that belong to vehicle type X.
Public/Granted literature
- US20200210889A1 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, PROGRAM, AND VEHICLE Public/Granted day:2020-07-02
Information query
