Nvidia patents AI system that adjusts resource plans based on user requests
Nvidia describes a system that takes user requests to change a resource allocation plan and uses artificial intelligence to update it. The system identifies the type of request, pulls relevant data, and builds a mathematical model with specific variables and limits to find the best new plan.
In the filing’s own words
In various examples, systems and methods for AI-based planning are provided. A category of a user input received by a system may be determined based at least on content of the user input, and a dataset from one or more data stores that is relevant to the category of the user input and modification(s) to an allocation plan may be retrieved. The dataset retrieved from the data store(s) may be modified to generate model(s) based at least on the category of the user input and the modification(s) to the allocation plan. The model(s) may define variable(s), constraint(s), and objective(s). An updated allocation plan may be generated based at least on values for the variable(s) determined using an optimization process based at least on the model(s). A response to the user input indicative of the updated allocation plan may be output.
What exactly they claim (claim 1)
1. One or more processors comprising processing circuitry to: receive a user input comprising one or more modifications to a first allocation plan; determine a category of the user input based at least on content of the user input; retrieve a dataset from one or more data stores that is relevant to the category of the user input and the one or more modifications to the first allocation plan; modify the dataset retrieved from the one or more data stores to generate one or more models based at least on the category of the user input and the one or more modifications to the first allocation plan, wherein the one or more models define one or more variables, one or more constraints, and one or more objectives; generate an updated allocation plan based at least on values for the one or more variables determined using an optimization process based at least on the one or more models; and output a response to the user input indicative of the updated allocation plan.
Facts
- Company
- Nvidia (NVIDIA Corporation)
- Official title
- SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE-BASED PLANNING
- Publication number
- US20260278498A1
- Application number
- 19080114
- Filed
- Mar 14, 2025
- Published
- Sep 17, 2026
- Inventors
- 9
- Claims
- 20
Classified under
G06Q 10/06312 Physics & computingG06F 8/30 Physics & computingG06F 11/362 Physics & computingG06Q 10/04 Physics & computingMore from Nvidia in AI & software
- Nvidia patents AI coach that analyzes your gameplay to suggest strategies Oct 13, 2026
- Nvidia patents AI system that writes and voices character conversations Sep 10, 2026
- Nvidia patents system that uses AI to find bugs in game videos Sep 17, 2026
- Nvidia patents AI method to make digital characters move realistically Sep 8, 2026
- Nvidia patents AI system that builds image generators from text prompts Sep 15, 2026
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.