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:
Jun. 02, 2026
Filed:
Oct. 19, 2023
Applicant:
Tencent America Llc, Palo Alto, CA (US);
Inventors:
Assignee:
TENCENT AMERICA LLC, Palo Alto, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/40 (2020.01);
U.S. Cl.
CPC ...
G06F 40/40 (2020.01);
Abstract
A method and apparatus comprising computer code configured to cause a processor or processors to receive an input question to the LLM, model an advantage for the input question based on at least one of a multi-gaussian mixed matrix (GMM) model and an entropy regularizer, and train the LLM based on the advantage, and the advantage includes a proximal policy optimization (PPO) objective where modeling the advantage is based on the multi-GMM model, and the advantage includes a combination of an output of a reward model (RM) and an average model performance for the input question where modeling the advantage is based on the entropy regularizer.