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:
Apr. 14, 2026

Filed:

Dec. 18, 2023
Applicant:

Trueblue, Inc, Tacoma, WA (US);

Inventors:

Jeffrey S. Dirks, Kirkland, WA (US);

Jatin Malhotra, Quebec, CA;

Meishelle Lynn Haverkamp, Gulfport, FL (US);

Carlos A. Lara Maldonado, Bellevue, WA (US);

Mathew Wolfe, Littletonw, NH (US);

Assignee:

TRUEBLUE, INC., Tacoma, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/0631 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 10/063112 (2013.01); G06Q 10/063116 (2013.01); G06N 20/00 (2019.01);
Abstract

Apparatuses, systems, and methods described herein include receiving by a quantum hybrid branch simulation engine, a request for a next task by a branch personnel or worker. The branch simulation engine may receive data representing a simulated branch environment and apply a deep reinforcement learning (DRL) staffing operations model to predict a next action or task. The model may weigh impacts of a reward to substantially maximize the reward in light of a policy to determine the next action and update a database to store/represent a next state of the simulated or real-life branch environment after the next action is performed.


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