公开(公告)号：US20230385654A1

公开(公告)日：2023-11-30

申请号：US17824753

申请日：2022-05-25

Applicant: X Development LLC

Inventor： Bethany Johnson ,  Haoyu Zhang

IPC: G06N3/12

CPC classification number: G06N3/126 ,  A01M99/00

Abstract: Systems and methods for controlling a population of a pest are provided. A computer implemented method for controlling a population of a pest can include receiving population data describing a presence of a pest in a host environment at a first time. The method can include receiving environmental data describing the host environment over a prediction horizon including and temporally after the first time. The method can include generating an intervention action for the first time using the population data and the environmental data as inputs to a control model configured to output the intervention action as part of an optimization of the presence of the pest over the prediction horizon. The method can also include outputting the intervention action.