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. 07, 2026
Filed:
Jun. 30, 2023
International Business Machines Corporation, Armonk, NY (US);
The Board of Trustees of the University of Illinois, Urbana, IL (US);
Haoran Qiu, Champaign, IL (US);
Chen Wang, Chappaqua, NY (US);
Alaa S. Youssef, Valhalla, NY (US);
Hubertus Franke, Cortlandt Manor, NY (US);
Ravishankar K. Iyer, Champaign, IL (US);
Zbigniew Tomasz Kalbarczyk, Urbana, IL (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
Method and systems for online training management of reinforcement learning policy serving for cloud computing systems are discloses. An example method includes controlling a cloud computing system using a first reinforcement learning (RL) model; training the first RL model to generate a second RL model in response to one or more first criteria being satisfied; and controlling the cloud computing system using the second RL model in response to one or more second criteria being satisfied.