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.
Patent No.:
Date of Patent:
Apr. 21, 2026
Filed:
Jun. 30, 2025
Applicant:
Intuit Inc., Mountain View, CA (US);
Inventors:
Shirli Dicastro, Kfar Saba, IL;
Shai Ardazi, Petah Tikva, IL;
Ofir Ben Shoham, Hod Hasharon, IL;
Gidi Zilbar, Ein Shemer, IL;
Assignee:
Intuit Inc., Mountain View, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/092 (2023.01); G06N 3/047 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/092 (2023.01); G06N 3/047 (2023.01); G06N 20/00 (2019.01);
Abstract
Aspects of the present disclosure provide techniques for optimizing a policy model in a reinforcement learning framework, involving generating output completions for an input query, evaluating the output completions with a reward model, and storing related data in a replay buffer. Certain aspects include computing advantages for output completions sampled from the replay buffer and modifying policy model parameters based on these advantages to enhance model performance.