A method for determining a set of policies for controlling a corresponding set of different acting entities which is represented by a corresponding set of agents is described. The method comprises: determining a set of actions of the corresponding set of agents using a corresponding set of state-action-functions, respectively; wherein the set of state-action-functions is dependent on a set of states of the corresponding set of agents; determining a set of updated states of the corresponding set of agents based on the determined set of actions; determining a set of instant rewards for the corresponding set of agents based on the set of actions and based on the set of states and/or based on the set of updated states of the corresponding set of agents; and updating the set of state-action-functions based on the set of instant rewards; wherein the set of policies for controlling the corresponding set of acting entities is determined based on the updated set of state-action-functions, respectively.
METHOD AND SYSTEM FOR TRAINING AUTONOMOUSLY ACTING ENTITIES
VERFAHREN UND SYSTEM ZUM TRAINIEREN VON AUTONOM AGIERENDEN ENTITÄTEN
PROCÉDÉ ET SYSTÈME DE FORMATION D'ENTITÉS AGISSANT DE MANIÈRE AUTONOME
12.04.2023
Patent
Elektronische Ressource
Englisch
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion |
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