The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Patent No.:

US 10540598 B1

PDF
Full Text
Expired
Date of Patent:
Jan. 21, 2020

Filed:

Sep. 09, 2015
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Segev Wasserkrug, Haifa, IL;

Alexander Zadorojniy, Haifa, IL;

Sergey Zeltyn, Haifa, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01);
Abstract

According to some embodiments of the present invention there is provided a method for determining a control action in a control system using a Markov decision process. The method comprises an action of receiving two or more predefined transition probability values of a Markov decision process (MDP) of a control system, where each of the predefined transition probability values is associated with a transition between a first state and a second state, both from two or more system states, resulting from execution of one or more control actions of the control system. The method comprises an action of computing one or more new transition probability values by an analysis of the predefined transition probability values, the system states and the control actions. The method comprises an action of determining one or more recommended control actions for the respective system state based on the new transition probability value.


Find Patent Forward Citations

Wasserkrug, Segev. (2020). Interpolation of transition probability values in markov decision processes (U.S. Patent No. 10540598). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10540598

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