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Adaptive Stochastic Controller for Dynamic Treatment of Cyber-Physical Systems

United States Patent Application

View the Complete Application at the US Patent & Trademark Office
Techniques for generating a dynamic treatment control policy for a cyber-physical system having one or more components, including a data collector for collecting data representative of the cyber-physical system, and adaptive stochastic controller including one or more models for generating a predicted value corresponding to available actions based on an objective function, and an approximate dynamic programming element configured to receive actual operation metrics corresponding to the available actions. The approximate dynamic programming element can learn a state-action map and generate a dynamic treatment control policy using the one or more models.
Anderson, Roger N. (New York, NY), Boulanger, Albert (New York, NY), Wu, Leon L. (New York, NY), Mclnerney, Kevin (New York, NY), Teravainen, Timothy (New York, NY), Chakraborty, Bibhas (New Brunswick, NJ)
The Trustees of Columbia University in the city of New York (New York NY)
14/ 177,020
February 10, 2014
STATEMENT OF FEDERALLY SPONSORED RESEARCH OR DEVELOPMENT [0002] This invention was made with government support under Grant no. OE-OE0000197, awarded by the Department of Energy. The government has certain rights in the invention.