公开(公告)号：US20240330743A1

公开(公告)日：2024-10-03

申请号：US18129416

申请日：2023-03-31

Applicant: X Development LLC

Inventor： David Andre ,  Grace Taixi Brentano ,  Lam Thanh Nguyen ,  Salil Vijaykumar Pradhan ,  Peter Michael Aronow

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating synthetic training data representing network disruptions. One of the methods includes obtaining data representing one or more first travel time distributions between at the at least two entities in the supply chain network. Synthetic network disruption data is generated including sampling from one or more second travel time distributions corresponding respectively to one or more simulated network disruptions. A second dataset having the synthetic network disruption data is generated, and a network policy agent is trained using the second dataset.