Risk optimization through reinforcement learning

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United States of America Patent

PATENT NO 11810038
APP PUB NO 20180012159A1
SERIAL NO

15202686

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Abstract

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A risk management method, system, and non-transitory computer readable medium, include a data analyzing circuit configured to analyze user data, site data, and equipment data to map prior behavior types to an event on a site, a relationship determining circuit configured to determine a relationship between the mapped data and the event based on behaviors exhibited by the user and an impact on a performance factor and a risk factor, and a reinforcement learning circuit configured to use reinforcement learning to learn the performance factor to the risk factor ratio to optimize an overall site productivity.

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Patent Owner(s)

Patent OwnerAddress
INTERNATIONAL BUSINESS MACHINES CORPORATIONNEW ORCHARD ROAD ARMONK NY 10504

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Kozloski, James Robert New Fairfield, US 45 606
Lynar, Timothy Michael Melbourne, AU 6 202
Pandey, Suraj Melbourne, AU 19 258
Wagner, John Michael Plainville, US 9 208

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