公开(公告)号：US20250130567A1

公开(公告)日：2025-04-24

申请号：US18492313

申请日：2023-10-23

Applicant: GM GLOBAL TECHNOLOGY OPERATIONS LLC

Inventor： Claudia GOLDMAN-SHENHAR ,  Yuval ZAK ,  Ronit BUSTIN ,  Ofer SARAF

IPC: G05D1/00 ,  G06F16/901

Abstract: A method includes generating a data structure including states and actions to be executed at those states as determined by an AI policy of behavior, determining, with a first computing system that is offline, state factors associated with the states and responsibility scores for the state factors, each responsibility score indicating a causal impact for each of the actions associated with one of the states, generating, with the first computing system, a causal ML model based on the state factors and the responsibility scores, determining, with a second computing system that is online based on the causal ML model, state factors associated with a current state, and identifying one or more of the state factors as a causal reason for an action resulting from the current state. Other example methods and systems for providing explanation of an AI policy of behavior with causal reasoning are also disclosed.