Nvidia patents system that adjusts interface elements based on user feedback
Nvidia describes a method where software analyzes how users interact with a screen to automatically change the appearance or behavior of items on that screen. The system uses machine learning to predict which changes will make the user more likely to engage with the content, then applies those modifications to improve the experience.
In the filing’s own words
Apparatuses, systems, and techniques to identify one or more modifications to objects within an environment. In at least one embodiment, objects are identified in an image, based on extracted feedback information, using one or more machine learning models, for example, using direct and/or implicit feedback of user interaction with one or more objects in an environment.
What exactly they claim (claim 1)
1. A computer-implemented method comprising: extracting one or more features indicative of first feedback information associated with a user of a user interface; causing one or more machine learning models to determine one or more modifications to the one or more attributes of the one or more objects of the user interface based, at least in part, on the one or more features, the one or more modifications to increase a reward value calculated from second feedback information expected in response to the one or more modifications; and performing the one or more modifications to the one or more attributes of the one or more objects in the user interface.
Facts
- Company
- Nvidia (NVIDIA Corporation)
- Official title
- FEEDBACK BASED CONTENT GENERATION IN GRAPHICAL INTERFACES
- Publication number
- US20260319646A1
- Application number
- 19450261
- Filed
- Jan 15, 2026
- Published
- Oct 15, 2026
- Inventors
- 2
- Claims
- 1
Classified under
G06F 3/04845 Physics & computingG06F 3/04815 Physics & computingG06F 9/451 Physics & computingMore from Nvidia in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.