首页|Patent Application Titled 'Ai-Enhanced Simulation And Modeling Experimentation A nd Control' Published Online (USPTO 20240348663)
Patent Application Titled 'Ai-Enhanced Simulation And Modeling Experimentation A nd Control' Published Online (USPTO 20240348663)
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Reporters obtained the following quote from the background information supplied by the inventors: “ “Field of the Art “The present invention is in the field of computer-aided simulation and modeling , and more particularly to the use of artificial intelligence techniques for imp roving simulation modeling of real-world systems and aiding in the systematic re duction of epistemic uncertainty across modeling and supporting improved functio n as a control plane in complex systems. “Discussion of the State of the Art “Epistemic uncertainty refers to the lack of knowledge about a system that can b e reduced through the acquisition of additional information. In contrast, aleato ric uncertainty represents the inherent randomness in a system that cannot be re duced by gathering more data. In complex systems, the appropriate utilization of experienced historical information, hypothetical histories (i.e. plausible and/ or nearly experienced events), system characteristics such as ergodicity and ref lexivity are central to useful modeling. For example, while some natural and man -made systems may be ergodic (i.e., eventually visit all potential system states ) others in-fact are non-ergodic and their statistical properties change over ti me (e.g., in learning human systems where history is studied and aids in evolvin g behavior).
Artificial IntelligenceCyborgsEmergi ng TechnologiesMachine LearningPatent Application
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