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公开(公告)号：US20250047762A1
公开(公告)日：2025-02-06
申请号：US18923556
申请日：2024-10-22
Applicant: Uber Technologies, Inc.
Inventor： Shicong Meng , Noah Harold Shaw , Joshua K. Hellerstein , Juan Pemberthy , Zhi Li , Jacob Edison
IPC: H04L67/61 , H04L41/0823 , H04L41/14 , H04L41/147 , H04L41/16 , H04L41/22 , H04L41/5025 , H04L41/5054 , H04L67/51 , H04L67/62 , H04L67/75
Abstract: A network system can receive location data from a provider device of a service provider. Using at least the location data in an optimization model, the network system can determine one or more actions for the service provider to optimize one or more metrics. The one or more metrics correspond to at least one of (i) an expected wait time for the service provider over a future period of time, (ii) an expected travel distance between providing services over a future period of time, or (iii) an expected amount of earnings for the service provider over a future period of time. The network system may then transmit a dataset to the provider device to display information corresponding to the one or more actions for the service provider.
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公开(公告)号：US12021947B2
公开(公告)日：2024-06-25
申请号：US17391828
申请日：2021-08-02
Applicant: Uber Technologies, Inc.
Inventor： Shicong Meng , Noah Harold Shaw , Joshua K. Hellerstein , Juan Pemberthy , Zhi Li , Jacob Edison
IPC: G06F15/173 , H04L41/0823 , H04L41/14 , H04L41/147 , H04L41/16 , H04L41/22 , H04L41/5025 , H04L41/5054 , H04L67/51 , H04L67/61 , H04L67/62 , H04L67/75
CPC classification number: H04L67/61 , H04L41/0823 , H04L41/145 , H04L41/147 , H04L41/16 , H04L41/22 , H04L41/5025 , H04L41/5054 , H04L67/51 , H04L67/62 , H04L67/75
Abstract: Service providers can be identified to fulfill service requests of a network-based service. A network system is configured to generate, based on historical data associated with the network-based service, a machine-learned service provider optimization (MLSPO) model for generating service provider optimizations. The optimizations can include action recommendations that optimize one or more service metrics. The MLSPO model can be a reinforcement learning model generated by performing a plurality of simulations utilizing one or more virtual agents. A provider device of a service provider can transmit a set of data to the network system that indicates a current location of the service provider. Based on the current location and the MLSPO model, the network system can generate service provider optimizations. Optimization data can be transmitted to the provider device so that the provider device can display information corresponding to the service provider optimizations.
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公开(公告)号：US20210295707A1
公开(公告)日：2021-09-23
申请号：US17341761
申请日：2021-06-08
Applicant: Uber Technologies, Inc.
Inventor： Ashley Quitoriano , Kevin Spieser , Parijat Mazumdar , Rei Chiang , Shicong Meng , Zhi Li
IPC: G08G1/00
Abstract: A network computer system receives request data from computing devices of requesting users in a sub-region of a service area. The system further receives location data from computing devices of drivers operating in the sub-region. Based on the request data and the location data, the system determines a service condition for the sub-region. Based on the service condition indicating that the sub-region is in a driver oversupply state, the system transmits a service instruction to computing devices of a plurality of drivers within the sub-region, the service instruction being associated with a target outside the sub-region and a set of progress conditions. The system then periodically determines, for each driver of the plurality of drivers, an estimated time of arrival (ETA) to the target from a current position of the driver to determine whether the driver is satisfying the set of progress conditions of the service instruction.
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公开(公告)号：US11056008B2
公开(公告)日：2021-07-06
申请号：US16775085
申请日：2020-01-28
Applicant: Uber Technologies, Inc.
Inventor： Ashley Quitoriano , Kevin Spieser , Parijat Mazumdar , Rei Chiang , Shicong Meng , Zhi Li
Abstract: A network computer system provides a service instruction to a computing device. The service instruction can include offers, such as a service request to pick up and transport a user, and recommendations, such as a movement recommendation encouraging the service provider to relocate to another geographic area. The network computer system remotely monitors the computing device to receive a current position of the computing device as the service provider travels within a geographic area. The network computer system remotely monitors the computing device to receive a service state of the service provider. The network computer system periodically determines whether the service provider is making progress towards a target of the service instruction based on the current position of the computing device and a set of progress conditions, including determining whether the service provider satisfied the set of progress conditions in response to a change in the service state.
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公开(公告)号：US20240203263A1
公开(公告)日：2024-06-20
申请号：US18592149
申请日：2024-02-29
Applicant: Uber Technologies, Inc.
Inventor： Ashley Quitoriano , Kevin Spieser , Parijat Mazumdar , Rei Chiang , Shicong Meng , Zhi Li
Abstract: A system can receive a request for transport from a computing device of a user and select a service provider to provide transport for the user to a destination location. The system can receive location data from the computing device of the service provider. After the service provider picks up the user, the system can determine whether the service provider progresses toward the destination location in accordance with a set of progress conditions. Based at least in part on determining that the service provider has not progressed toward the destination location in accordance with the set of progress conditions, the system can adjust a fare for providing transport for the user to the destination location.
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Patent Agency Ranking
公开(公告)号：US11948464B2
公开(公告)日：2024-04-02
申请号：US18076043
申请日：2022-12-06
Applicant: Uber Technologies, Inc.
Inventor： Ashley Quitoriano , Kevin Spieser , Parijat Mazumdar , Rei Chiang , Shicong Meng , Zhi Li
Abstract: A network computer system receives request data from computing devices of requesting users in a sub-region of a service area. The system further receives location data from computing devices of drivers operating in the sub-region. Based on the request data and the location data, the system determines a service condition for the sub-region. Based on the service condition indicating that the sub-region is in a driver oversupply state, the system transmits a service instruction to computing devices of a plurality of drivers within the sub-region, the service instruction being associated with a target outside the sub-region and a set of progress conditions. The system then periodically determines, for each driver of the plurality of drivers, an estimated time of arrival (ETA) to the target from a current position of the driver to determine whether the driver is satisfying the set of progress conditions of the service instruction.
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公开(公告)号：US20230114253A1
公开(公告)日：2023-04-13
申请号：US18076043
申请日：2022-12-06
Applicant: Uber Technologies, Inc.
Inventor： Ashley Quitoriano , Kevin Spieser , Parijat Mazumdar , Rei Chiang , Shicong Meng , Zhi Li
Abstract: A network computer system receives request data from computing devices of requesting users in a sub-region of a service area. The system further receives location data from computing devices of drivers operating in the sub-region. Based on the request data and the location data, the system determines a service condition for the sub-region. Based on the service condition indicating that the sub-region is in a driver oversupply state, the system transmits a service instruction to computing devices of a plurality of drivers within the sub-region, the service instruction being associated with a target outside the sub-region and a set of progress conditions. The system then periodically determines, for each driver of the plurality of drivers, an estimated time of arrival (ETA) to the target from a current position of the driver to determine whether the driver is satisfying the set of progress conditions of the service instruction.
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公开(公告)号：US11551556B2
公开(公告)日：2023-01-10
申请号：US17341761
申请日：2021-06-08
Applicant: Uber Technologies, Inc.
Inventor： Ashley Quitoriano , Kevin Spieser , Parijat Mazumdar , Rei Chiang , Shicong Meng , Zhi Li
Abstract: A network computer system receives request data from computing devices of requesting users in a sub-region of a service area. The system further receives location data from computing devices of drivers operating in the sub-region. Based on the request data and the location data, the system determines a service condition for the sub-region. Based on the service condition indicating that the sub-region is in a driver oversupply state, the system transmits a service instruction to computing devices of a plurality of drivers within the sub-region, the service instruction being associated with a target outside the sub-region and a set of progress conditions. The system then periodically determines, for each driver of the plurality of drivers, an estimated time of arrival (ETA) to the target from a current position of the driver to determine whether the driver is satisfying the set of progress conditions of the service instruction.
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公开(公告)号：US20200168100A1
公开(公告)日：2020-05-28
申请号：US16775085
申请日：2020-01-28
Applicant: Uber Technologies, Inc.
Inventor： Ashley Quitoriano , Kevin Spieser , Parijat Mazumdar , Rei Chiang , Shicong Meng , Zhi Li
Abstract: A network computer system provides a service instruction to a computing device. The service instruction can include offers, such as a service request to pick up and transport a user, and recommendations, such as a movement recommendation encouraging the service provider to relocate to another geographic area. The network computer system remotely monitors the computing device to receive a current position of the computing device as the service provider travels within a geographic area. The network computer system remotely monitors the computing device to receive a service state of the service provider. The network computer system periodically determines whether the service provider is making progress towards a target of the service instruction based on the current position of the computing device and a set of progress conditions, including determining whether the service provider satisfied the set of progress conditions in response to a change in the service state.
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公开(公告)号：US10559211B2
公开(公告)日：2020-02-11
申请号：US16196827
申请日：2018-11-20
Applicant: Uber Technologies, Inc.
Inventor： Ashley Quitoriano , Kevin Spieser , Parijat Mazumdar , Rei Chiang , Shicong Meng , Zhi Li
Abstract: A network computer system provides a service instruction to a computing device. The service instruction can include offers, such as a service request to pick up and transport a user, and recommendations, such as a movement recommendation encouraging the service provider to relocate to another geographic area. The network computer system remotely monitors the computing device to receive a current position of the computing device as the service provider travels within a geographic area. The network computer system remotely monitors the computing device to receive a service state of the service provider. The network computer system periodically determines whether the service provider is making progress towards a target of the service instruction based on the current position of the computing device and a set of progress conditions, including determining whether the service provider satisfied the set of progress conditions in response to a change in the service state.
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