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公开(公告)号:US20240253663A1
公开(公告)日:2024-08-01
申请号:US18120325
申请日:2023-03-10
Applicant: Motional AD LLC
Inventor: Nathan Spielberg , Alexander Brown , Kevin C. Gall , Georgios Mamakoukas , Jesse Adam Miller , Boaz Cornelis Floor , Thomas Koelbaek Jespersen
CPC classification number: B60W60/0015 , B60W30/09
Abstract: Disclosed is an improved motion planner that safely and proactively considers worst-case agent behavior by generating a worst-case homotopy for every nominal homotopy. In some embodiments, a method comprises: generating a first set of maneuvers to be performed by a vehicle in a scenario, the first set of maneuvers based on an expected behavior of at least one agent proximate to the vehicle; generating a second set of maneuvers to be performed by the vehicle, the second set of maneuvers based on worst case behavior of the at least one agent proximate to the vehicle; generating a set of candidate trajectories based on the first set of maneuvers and the second set of maneuvers; selecting a trajectory from the set of candidate trajectories; and generating, with the at least one processor, at least one control signal to operate the vehicle based on the selected trajectory.
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公开(公告)号:US20240094012A1
公开(公告)日:2024-03-21
申请号:US17947059
申请日:2022-09-16
Applicant: Motional AD LLC
Inventor: Bence Cserna , Alexander Brown , Kevin C. Gall
CPC classification number: G01C21/3415 , G06Q10/04 , G06Q50/30
Abstract: Provided are methods for ride experience enhancements with external services, which can include receiving a request for transportation of a passenger to a service provider, and determining route information corresponding to the request. Some methods described also include providing service information associated with the service provider to the passenger, and receiving at least one requested service from the passenger based on the provided service information. Some methods described also include transmitting the at least one requested service and at least a portion of the route information to the service provider. Systems and computer program products are also provided.
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公开(公告)号:US20230195129A1
公开(公告)日:2023-06-22
申请号:US18160456
申请日:2023-01-27
Applicant: Motional AD LLC
Inventor: Bence Cserna , Juraj Kabzan , Kevin C. Gall , Thomas Kølbaek Jespersen , Gianmarco Alessandro Bernasconi , Henggang Cui
CPC classification number: G05D1/0221 , G05D1/0011 , G05D1/0088 , G05D1/0276
Abstract: Provided are methods for agent prioritization, which can include determining a primary agent set and generating, based on the primary agent set, a trajectory for the autonomous vehicle. Some methods described also include determining an interaction parameter of agents in the environment. Systems and computer program products are also provided.
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公开(公告)号:US12050468B2
公开(公告)日:2024-07-30
申请号:US18160456
申请日:2023-01-27
Applicant: Motional AD LLC
Inventor: Bence Cserna , Juraj Kabzan , Kevin C. Gall , Thomas Kølbæk Jespersen , Gianmarco Alessandro Bernasconi , Henggang Cui
IPC: G05D1/00
CPC classification number: G05D1/0221 , G05D1/0011 , G05D1/0088 , G05D1/0276
Abstract: Provided are methods for agent prioritization, which can include determining a primary agent set and generating, based on the primary agent set, a trajectory for the autonomous vehicle. Some methods described also include determining an interaction parameter of agents in the environment. Systems and computer program products are also provided.
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公开(公告)号:US11959760B2
公开(公告)日:2024-04-16
申请号:US17676267
申请日:2022-02-21
Applicant: Motional AD LLC
Inventor: Bence Cserna , Kevin C. Gall , Alexander Brown
CPC classification number: G01C21/3617 , B60W60/00253 , G01C21/3461 , G01C21/3484 , G01C21/3664 , G06N3/08
Abstract: Disclosed is a method including obtaining, using at least one processor, a user destination; obtaining, using the at least one processor, preference data indicative of a user route preference; determining, using the at least one processor, based on the user destination and the preference data, a set of routes towards a set of destinations, wherein at least one route of the set of routes is associated with one or more operational metrics; ranking, using the at least one processor, based on the preference data, the routes of the set of routes; and controlling, using the at least one processor, based on at least one of the ranked routes, navigation of an autonomous vehicle Systems and computer program products are also provided.
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公开(公告)号:US20240025443A1
公开(公告)日:2024-01-25
申请号:US17814497
申请日:2022-07-22
Applicant: Motional AD LLC
Inventor: Sammy Omari , Kevin C. Gall , Juraj Kabzan , Hans Andersen , Bence Cserna , Scott Drew Pendleton
CPC classification number: B60W60/0011 , B60W60/0015 , B60W60/00274 , B60W30/09 , B60W30/0956 , B60W30/146 , B60W30/18159 , B60W40/04 , B60W50/0097 , G06V20/58 , B60W2420/42 , B60W2554/4029 , B60W2554/4045 , B60W2554/4046
Abstract: Provided are methods and systems for semantic behavior filtering for prediction improvement. A method for operating an autonomous vehicle, is provided. The method includes obtaining, by at least one processor, semantic image data associated with an environment where an autonomous vehicle is operating. The method includes determining, by the at least one processor, a set of agents in the environment based on the semantic image data. The method includes determining a set of predicted actions for at least one agent of the set of agents. The method includes determining, from the set of predicted actions, a set of secondary predicted actions for the at least one primary agent using semantic data. The method includes determining, from the set of predicted actions, a set of primary predicted actions other than secondary predicted actions The method includes generating a path for the autonomous vehicle based on the set of primary predicted actions.
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公开(公告)号:US11675362B1
公开(公告)日:2023-06-13
申请号:US17553857
申请日:2021-12-17
Applicant: Motional AD LLC
Inventor: Bence Cserna , Juraj Kabzan , Kevin C. Gall , Thomas Kølbæk Jespersen , Gianmarco Alessandro Bernasconi , Henggang Cui
CPC classification number: G05D1/0221 , G05D1/0011 , G05D1/0088 , G05D1/0276
Abstract: Provided are methods for agent prioritization, which can include determining a primary agent set and generating, based on the primary agent set, a trajectory for the autonomous vehicle. Some methods described also include determining an interaction parameter of agents in the environment. Systems and computer program products are also provided.
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公开(公告)号:US12228412B2
公开(公告)日:2025-02-18
申请号:US17878770
申请日:2022-08-01
Applicant: Motional AD LLC
Inventor: Kevin C. Gall , Bence Cserna , Alexander Brown
Abstract: Provided are methods for completing an errand request prior to fulfilling a ride request. Some methods described include obtaining a ride request from a passenger; obtaining an errand request from the passenger, wherein the errand request comprises performing an activity at a third location prior to pickup of the passenger at the first location; planning a route comprising the third location, the first location, and the second location; navigating the planned route to complete the errand request from the passenger at the third location; and navigating the planned route to transport the passenger from the first location to the second location upon completion of the errand request. Systems and computer program products are also provided.
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公开(公告)号:US20240035830A1
公开(公告)日:2024-02-01
申请号:US17878770
申请日:2022-08-01
Applicant: Motional AD LLC
Inventor: Kevin C. Gall , Bence Cserna , Alexander Brown
CPC classification number: G01C21/343 , G06Q50/30 , G01C21/3438
Abstract: Provided are methods for completing an errand request prior to fulfilling a ride request. Some methods described include obtaining a ride request from a passenger; obtaining an errand request from the passenger, wherein the errand request comprises performing an activity at a third location prior to pickup of the passenger at the first location; planning a route comprising the third location, the first location, and the second location; navigating the planned route to complete the errand request from the passenger at the third location; and navigating the planned route to transport the passenger from the first location to the second location upon completion of the errand request. Systems and computer program products are also provided.
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公开(公告)号:US20240025444A1
公开(公告)日:2024-01-25
申请号:US17814509
申请日:2022-07-22
Applicant: Motional AD LLC
Inventor: Sammy Omari , Kevin C. Gall , Juraj Kabzan , Hans Andersen , Bence Cserna , Scott Drew Pendleton
CPC classification number: B60W60/0015 , G06V20/58 , G06V20/70 , G06V2201/08 , G06V10/82
Abstract: Provided are methods and systems for semantic behavior filtering for prediction improvement. A method for operating an autonomous vehicle is provided. The method includes obtaining, by at least one processor, semantic image data associated with an environment in which an autonomous vehicle is operating. The method includes determining, by the at least one processor a set of agents in the environment based on the semantic image data. The method includes determining, by the at least one processor, a set of secondary agents from the set of agents based on a relative location of a respective secondary agent to a respective object and a set of object semantic behavior data associated with the respective object. The method includes determining, from the set of agents, a set of primary agents other than secondary agents. The method includes generating a path for the autonomous vehicle based on the set of primary agents.
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