METHOD FOR GENERATING A STATE MODEL DESCRIBING A CONTROLLABLE SYSTEM

METHOD FOR GENERATING A STATE MODEL DESCRIBING A CONTROLLABLE SYSTEM

A method for generating a state model describing a controllable system. The method includes: providing at least one part of the state model; selecting an action from a set of actions starting from the second state of the components; simulating further states of the components by a successive applica...

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Hauptverfasser: Richter, Felix Milo, Oren, Joel
Format: Patent
Sprache:eng
Schlagworte:
CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
PHYSICS
REGULATING
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creator Richter, Felix Milo
Oren, Joel
description A method for generating a state model describing a controllable system. The method includes: providing at least one part of the state model; selecting an action from a set of actions starting from the second state of the components; simulating further states of the components by a successive application of an action from the set of actions to the components in each case, an individual reward being determined for each of the applications of an action to the components; optimizing the at least one part of the state model based on the determined rewards, the optimizing of the at least one part of the state model taking place based on a variance reduction method and a maximum of the determined rewards; and adding the selected action and the second state to the at least one part of the state model.
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subjects CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
PHYSICS
REGULATING
title METHOD FOR GENERATING A STATE MODEL DESCRIBING A CONTROLLABLE SYSTEM
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