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:
Feb. 24, 2026

Filed:

Aug. 25, 2020
Applicants:

Toyota Research Institute, Inc., Los Altos, CA (US);

The Board of Trustees of the Leland Stanford Junior University, Stanford, CA (US);

Inventors:

Zhangjie Cao, Stanford, CA (US);

Erdem Biyik, Stanford, CA (US);

Woodrow Zhouyuan Wang, Stanford, CA (US);

Allan Raventos, San Francisco, CA (US);

Adrien Gaidon, San Jose, CA (US);

Guy Rosman, Newton, MA (US);

Dorsa Sadigh, Stanford, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); B60W 60/00 (2020.01); G06N 3/092 (2023.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); B60W 60/001 (2020.02); B60W 60/0011 (2020.02); G06N 3/092 (2023.01); G06N 7/01 (2023.01);
Abstract

A method for controlling an ego agent includes periodically receiving policy information comprising a spatial environment observation and a current state of the ego agent. The method also includes selecting, for each received policy information, a low-level policy from a number of low-level policies. The low-level policy may be selected based on a high-level policy. The method further includes controlling an action of the ego agent based on the selected low-level policy.


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