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. 11, 2025

Filed:

Feb. 03, 2022
Applicant:

GM Global Technology Operations Llc, Detroit, MI (US);

Inventors:

Alaa M. Khamis, Courtice, CA;

Lei Li, Whitby, CA;

Paul H. K. Hui, Oshawa, CA;

Todd M. Tumas, Taylor, MI (US);

Jarvis Chau, Markham, CA;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60N 2/56 (2006.01); B60W 40/08 (2012.01);
U.S. Cl.
CPC ...
B60N 2/56 (2013.01); B60W 40/08 (2013.01); B60W 2040/0872 (2013.01); B60W 2540/21 (2020.02); B60W 2540/221 (2020.02);
Abstract

A system in a vehicle includes a personal thermal device. The personal thermal device provides heating or cooling to an individual occupant of the vehicle. The system also includes a controller implementing reinforcement learning to control the personal thermal device. The controller obtains states, from one or more sensors, indicating current conditions, to obtain a score that is determined according to the states and that represents a reward used in the reinforcement learning. The controller provides a stochastic policy indicating a probability of taking a particular action to control the personal thermal device based on the score acting as a feedback for feedback control of the personal thermal device using the reinforcement learning.


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