The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 26, 2024

Filed:

May. 31, 2023
Applicant:

Plusai, Inc., Santa Clara, CA (US);

Inventors:

Hao Zheng, Los Altos Hills, CA (US);

Yang Yang, Fremont, CA (US);

Assignee:

PlusAI, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/245 (2019.01); B60W 60/00 (2020.01); G06F 16/242 (2019.01); G06F 16/2457 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); B60W 60/001 (2020.02); G06F 16/2425 (2019.01); G06F 16/243 (2019.01); B60W 2420/408 (2024.01);
Abstract

A safety case discovery system includes a scenario framework and safety protocols for edge cases. The safety case discovery system receives sensor data generated by at least one sensor during operation of a vehicle and stores the sensor data in a data warehouse. The data warehouse can be queried based on a predefined scenario description to produce a subset of records which are ranked based on a relevancy of the records to the predefined scenario description. The safety case discovery system deduplicates the ranked results to produce edge cases and updates the safety protocol. The safety case discovery system can train a machine learning model vehicle based on the edge cases, to produce a trained machine learning model for optimizing the driving system.


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