公开(公告)号：US20230394332A1

公开(公告)日：2023-12-07

申请号：US17804991

申请日：2022-06-01

Applicant: Adobe Inc.

Inventor： Jaron J.R. Lee ,  David Arbour ,  Georgios Theocharous

IPC: G06N5/04 ,  G06F11/34 ,  G06F11/30

CPC classification number: G06N5/04 ,  G06F11/3409 ,  G06F11/3006 ,  G06F11/3476

Abstract: The present disclosure describes methods, systems, and non-transitory computer-readable media for generating a projected value metric that projects a performance of a target policy within a digital action space. For instance, in one or more embodiments, the disclosed systems identify a target policy for performing digital actions represented within a digital action space. The disclosed systems further determine a set of sampled digital actions performed according to a logging policy and represented within the digital action space. Utilizing an embedding model, the disclosed systems generate a set of action embedding vectors representing the set of sampled digital actions within an embedding space. Further, utilizing the set of action embedding vectors, the disclosed systems generate a projected value metric indicating a projected performance of the target policy.