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
2023-04-12
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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