Learning: learning design policies based on interactions

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United States of America Patent

PATENT NO 11934924
APP PUB NO 20220277229A1
SERIAL NO

17696445

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Systems, methods, and articles of manufacture for learning design policies based on user interactions. One example includes determining a first task for an environment, receiving data from a plurality of data sources, determining a first time step associated with the received data, determining a plurality of candidate actions for the determined first time step, computing a respective probability value of each candidate action achieving the first task at the first time step based on a first machine learning (ML) model, determining that a first candidate action has a greater probability value for achieving the first task at the first time step relative to the remaining plurality of candidate actions, determining that the first candidate action has not been implemented in the environment at the first time step, and generating an indication specifying to implement the first candidate action as part of a policy to achieve the first task.

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Patent Owner(s)

  • CAPITAL ONE SERVICES, LLC

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Florez, Choque Omar Oakland, US 14 16
Khazane, Anish San Francisco, US 14 16
Salimov, Alan San Bruno, US 12 15

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