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:
Aug. 01, 2023

Filed:

Apr. 22, 2021
Applicant:

Safeai, Inc., Milpitas, CA (US);

Inventor:

Bibhrajit Halder, Sunnyvale, CA (US);

Assignee:

SAFEAI, INC., Milpitas, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60W 60/00 (2020.01); G05D 1/02 (2020.01); B60W 50/00 (2006.01); B60W 50/06 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
B60W 60/0025 (2020.02); B60W 50/0097 (2013.01); B60W 50/06 (2013.01); G05D 1/0291 (2013.01); B60W 2300/17 (2013.01); G05D 2201/0202 (2013.01); G06N 20/00 (2019.01);
Abstract

The present disclosure relates techniques for autonomously controlling heavy equipment and vehicles using task hierarchies. Particularly, aspects of the present disclosure are directed to obtaining a task to be performed by an autonomous vehicle, determining subtasks to be performed to perform the task, obtaining sensor data providing a representation of operation of the autonomous vehicle in a worksite environment and situational context of the worksite environment, determining a task context for a subtask based on the sensor data, identifying a predictive model from a library of predictive models based on the task context, estimating, by the predictive model, a set of output data based on sensor data, and controlling operations of the autonomous vehicle in the worksite environment to perform the subtask using a set of input data derived from the sensor data and the set of output data.


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