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. 30, 2026
Filed:
Apr. 29, 2025
Nvidia Corporation, Santa Clara, CA (US);
Assaf Joseph Hallak, Tel Aviv, IL;
Uri Haim Gadot, Tel Aviv, IL;
Assaf Shoher, Rehovot, IL;
Dotan Levi, Kiryat Motzkin, IL;
Eshed Ram, Nofit, IL;
Dror Porat, Haifa, IL;
Eyal Frishman, Hod Hasharon, IL;
Shie Mannor, Haifa, IL;
Gal Chechik, Ramat Hasharon, IL;
NVIDIA Corporation, Santa Clara, CA (US);
Abstract
A method for performing content-based video compression using reinforcement learning (RL) is provided. The method includes obtaining frame information associated with a frame from a video. The frame information comprises quantization parameter (QP) information associated with the frame, and the QP information indicates an initial compression level for encoding aspects of the frame. The frame information and additional information are processed by an RL agent to generate a generated QP map indicating a plurality of updated values associated with a plurality of macro-blocks (MBs) of the frame. A bitstream is generated comprising a plurality of bits for the frame based on the generated QP map. Specifically, the plurality of updated values from the generated QP map indicates an amount of allocated bits from the bitstream to allocate for each of the plurality of MBs. The bitstream is provided to a downstream model.