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US Patent 12106026 Extensible agents in agent-based generative models

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Contents

Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
121060261
Patent Inventor Names
Francisco Gutierrez1
Sandeep Narayanaswami1
Eiran Shalev1
Matthew Tomaszewicz1
Date of Patent
October 1, 2024
1
Patent Application Number
172401331
Date Filed
April 26, 2021
1
Patent Citations
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US Patent 7809660 System and method to optimize control cohorts using clustering algorithms
1
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US Patent 8055603 Automatic generation of new rules for processing synthetic events using computer-based learning processes
1
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US Patent 8423494 Complex situation analysis system that generates a social contact network, uses edge brokers and service brokers, and dynamically adds brokers
1
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US Patent 8533182 Apparatuses, systems, and methods for efficient graph pattern matching and querying
1
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US Patent 8606608 Offline counterfactual analysis
1
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US Patent 8739137 Automatic derivative method for a computer programming language
1
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US Patent 8838511 System and method to enable training a machine learning network in the presence of weak or absent training exemplars
1
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US Patent 9098805 Prediction processing system and method of use and method of doing business
1
...
Patent Primary Examiner
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Kandasamy Thangavelu
1
CPC Code
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G06N 3/006
1
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G06F 17/18
1
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G06N 5/043
1
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G06F 30/27
1
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G06F 7/58
1
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G06N 20/00
1
Patent abstract

A system, method, and computer-readable medium for generating factual and/or counterfactual data are described. This may have the effect of improving the complexity of data available for training machine learning models. The models may include agent-based models (ABMs) in which the agent definitions are decoupled from the simulation. In one or more aspects, some agents may have attributes and associated behaviors that permit them to be reused in different ABMs to simulate different systems.

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