A self-driving method, a training method, and a related apparatus are provided. The method includes: A self-driving apparatus (100) determines a task feature vector (401) of a self-driving task based on M groups of historical paths of the self-driving task. The task feature vector is a vector representing features of the self-driving task, and M is an integer greater than 0. The self-driving apparatus (100) determines, based on the task feature vector and a status vector, a target driving operation (402) that needs to be performed. The status vector is configured to represent a driving status of the self-driving apparatus (100). The self-driving apparatus (100) performs the target driving operation (403). The self-driving apparatus (100) determines the task feature vector of the self-driving task by using the historical paths of the self-driving task, so as to formulate a targeted driving policy based on the task feature vector. In this way, an existing historical path can be effectively used to formulate a better driving policy.
AUTOMATIC DRIVING METHOD, TRAINING METHOD AND RELATED APPARATUSES
AUTOMATISCHES FAHRVERFAHREN, TRAININGSVERFAHREN UND ZUGEHÖRIGE GERÄTE
PROCÉDÉ DE CONDUITE AUTONOME, PROCÉDÉ D'APPRENTISSAGE ET APPAREILS ASSOCIÉS
25.10.2023
Patent
Elektronische Ressource
Englisch
IPC: | G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / 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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