公开(公告)号：US20250083049A1

公开(公告)日：2025-03-13

申请号：US18882607

申请日：2024-09-11

Applicant: Autodesk, Inc.

Inventor： Yi Wang ,  Adam Gaier ,  Dale Zhao ,  Hilmar Alexander Koch ,  Jieliang Luo ,  Christopher Michael Wade ,  Evan Atherton

IPC: A63F13/60 ,  G06F40/20 ,  G06T17/05 ,  G06T17/20

Abstract: A method and system provide the ability to build a game world. A story is obtained that provides a textual narrative of a sequence of events. Plot facilities and a set of constraints are extracted from the story. Each of the plot facilities is a conceptual location where an event happens in the story. Each constraint defines a spatial relation between plot facilities. A map is generated based on the set of constraints by: generating a terrain of two dimensional (2D) polygons that is each associated with a biome type, and assigning each plot facility to a point on the terrain. The assigning complies with a maximum number of constraints and utilizes reinforcement learning (RL) to optimize positions of the points.

公开(公告)号：US11941327B2

公开(公告)日：2024-03-26

申请号：US17071992

申请日：2020-10-15

Applicant: AUTODESK, INC.

Inventor： Yi Wang ,  Mehdi Nourbakhsh

IPC: G06F30/13 ,  G06F30/27 ,  G06N20/00

CPC classification number: G06F30/13 ,  G06F30/27 ,  G06N20/00

Abstract: One embodiment of the present invention sets forth a technique for performing machine learning. The technique includes applying one or more placement rules to a floorplan of a building to generate a set of candidate column locations in the floorplan. The technique also includes selecting, using a first reinforcement learning (RL) agent, one or more column locations from the set of candidate column locations based on a structural stability of the one or more column locations. The technique further includes outputting the floorplan that includes the one or more column locations as a structural design for the building.