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:
Feb. 24, 2026
Filed:
Dec. 22, 2023
Roku, Inc., San Jose, CA (US);
Abhishek Majumdar, Santa Clara, CA (US);
Rahul Agarwal, London, GB;
Nitish Aggarwal, Sunnyvale, CA (US);
Yu Zhou, Sunnyvale, CA (US);
Kapil Kumar, London, GB;
Ratul Ray, Santa Clara, CA (US);
Yuzhong Li, Taylor, TX (US);
Srimaruti Manoj Nimmagadda, Saratoga, CA (US);
Roku, Inc., San Jose, CA (US);
Abstract
Embodiments present techniques for determining a list of recommended items in response to a user query. An embodiment can determine a first ordered list of items including a plurality of items stored by a content platform. Based on a reward discount parameter, a first total discounted future reward for the first ordered list of items can be determined. Based on a risk discount parameter, a first risk estimate for the first ordered list of items can be determined. Similarly, a second ordered list of items can have a second total discounted future reward and a second risk estimate. The second ordered list of items can be the list of recommended items when the second total discounted future reward is larger than or equal to the first total discounted future reward, and the second risk estimate is less than or equal to the first risk estimate.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile