A system includes a first vehicle system structured to provide first sensor information and a second vehicle system structured to provide second sensor information. The system includes one or more memory devices operable to: store a policy in the one or more memory devices; receive the first sensor information and the second sensor information; input the first sensor information and the second sensor information into the policy; determine an output of the policy based on the input of the first sensor information and the second sensor information; control operation of the first vehicle system according to the output; compare the first sensor information received after controlling operation of the first vehicle system according to the output to a condition; provide one of a reward signal or a penalty signal in response to the comparison; and update the policy based on receipt of the reward signal or the penalty signal.
REINFORCEMENT LEARNING CONTROL OF VEHICLE SYSTEMS
2025-03-27
Patent
Electronic Resource
English
IPC: | F01N GAS-FLOW SILENCERS OR EXHAUST APPARATUS FOR MACHINES OR ENGINES IN GENERAL , Schalldämpfer oder Auspuffvorrichtungen für Gase von Kraft- und Arbeitsmaschinen oder von Kraftmaschinen allgemein / 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 / F02D CONTROLLING COMBUSTION ENGINES , Steuern oder Regeln von Brennkraftmaschinen / G05B Steuer- oder Regelsysteme allgemein , CONTROL OR REGULATING SYSTEMS IN GENERAL |
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