Examples described herein provide a computer-implemented method that includes receiving, by a processing device, a current state of a vehicle. The method further includes predicting, by the processing device, a future state of the vehicle based at least in part on the current state of the vehicle using the output of the artificial intelligence model. The method further includes calculating, by the processing device, a reward associated with the future state of the vehicle using an adjustable reward function, the adjustable reward function including a plurality of adjustable coefficients. The method further includes training, by the processing device, an artificial intelligence model based at least in part on the reward.
本文描述的示例提供了一种计算机实现的方法,该方法包括由处理设备接收车辆的当前状态。该方法还包括由处理设备使用人工智能模型的输出,至少部分地基于车辆的当前状态来预测车辆的未来状态。该方法还包括由处理设备使用可调奖励函数来计算与车辆的未来状态相关联的奖励,该可调奖励函数包括多个可调系数。该方法还包括由处理设备至少部分地基于奖励来训练人工智能模型。
Reward function for vehicle
用于车辆的奖励函数
2023-02-07
Patent
Electronic Resource
Chinese
IPC: | G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / 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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
REWARD ISSUANCE DEVICE, REWARD ISSUANCE SYSTEM, VEHICLE-MOUNTED DEVICE, AND PROGRAM
European Patent Office | 2020
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