OPENTECHNICAL PUBLICATION
OT-2026-000003062

Method and a system for applying machine learning to an application

Published: 2026-09-15T19:17:05.179244Z
Permanent URL: https://opentechnical.org/p/OT-2026-000003062
Categories: Sensors, Controls & Machine Vision > Industrial Control

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ABSTRACT

A method for applying machine learning to an application includes: a)
generating a candidate policy by a learner; b) executing a program in at least
one simulated application based on a set of candidate parameters provided
based on the candidate policy and a state of the at least one simulated
application, execution of the program providing interim results of tested sets
of candidate parameters based on a measured performance information of the
execution of the program; c) collecting a predetermined number of interim
results and providing an end result based on a combination of the candidate
parameters and/or the state with the measured performances information by a
trainer; and d) generating a new candidate policy by the learner based on the
end result.

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OpenTechnical publication OT-2026-000003062
Published 2026-09-15T19:17:05.179244Z
https://opentechnical.org/p/OT-2026-000003062