Trajectory generation for controlling motion or other behavior of an autonomous vehicle may include alternately determining a candidate action and predicting a future state based on that candidate action. The technique may include determining a cost associated with the candidate action that may include an estimation of a transition cost from a current or former state to a next state of the vehicle. This cost estimate may be a lower bound cost or an upper bound cost and the tree search may alternately apply the lower bound cost or upper bound cost exclusively or according to a ratio or changing ratio. The prediction of the future state may be based at least in part on a machine-learned model's classification of a dynamic object as being a reactive object or a passive object, which may change how the dynamic object is modeled for the prediction.
VEHICLE TRAJECTORY CONTROL USING A TREE SEARCH
FAHRZEUGTRAJEKTORIESTEUERUNG UNTER VERWENDUNG EINER BAUMSUCHE
COMMANDE DE TRAJECTOIRE DE VÉHICULE EN UTILISANT UNE RECHERCHE ARBORESCENTE
2024-06-12
Patent
Elektronische Ressource
Englisch
IPC: | 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 |
VEHICLE TRAJECTORY TREE SEARCH FOR OFF-ROUTE DRIVING MANEUVERS
Europäisches Patentamt | 2024
|