公开(公告)号：US20240062050A1

公开(公告)日：2024-02-22

申请号：US18497969

申请日：2023-10-30

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Julius Engelsoy ,  Armin Biess ,  Isaac Misri ,  Joey Hendry

IPC: G06N3/0475 ,  G06T11/00

CPC classification number: G06N3/0475 ,  G06T11/00

Abstract: A method for explainable representation, the method includes: (a) receiving, by an auxiliary representation network, information regarding an environment of a vehicle; the information being destined to be processed by a policy model, to provide driving related decisions at a current point of time; and (b) generating, by the auxiliary representation network, an interpretable representation of predicted outcomes of the policy model during a period of time that ends after the current point of time.

公开(公告)号：US20230347918A1

公开(公告)日：2023-11-02

申请号：US18350684

申请日：2023-07-11

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Armin Biess ,  Isaac Misri ,  Julius Engelsoy ,  Igal Raichelgauz

IPC: B60W50/08 ,  B60W40/107 ,  B60W50/14 ,  B60W30/09

CPC classification number: B60W50/087 ,  B60W40/107 ,  B60W50/14 ,  B60W30/09 ,  B60W2554/00 ,  B60W2540/18 ,  B60W2720/10 ,  B60W2720/106

Abstract: A method for communicating with a driver of a vehicle, the method includes (i) obtaining object information regarding one or more objects located within an environment of the vehicle; (ii) analyzing the object information; (iii) determining, by using one or more neural network (NNs), and based on the object information, a virtual force associated with a physical model and representing an impact of the one or more objects on a behavior of the vehicle; and (iv) determining, based on at least the virtual force, a force feedback for use in providing a physical restraining force to be applied in association with a driver action made by the driver using the vehicle.