Patent ID: 11941327
Assignee: AUTODESK, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 19:
20. A system, comprising:
a memory that stores instructions, and a processor that is coupled to the memory and, when executing the instructions, is configured to:
execute a first reinforcement learning (RL) agent that generates a set of gridlines in a floorplan of a building based on a set of structural importances of a set of walls in the floorplan;
apply one or more placement rules to one or more intersections of the set of gridlines to generate a set of candidate column locations and one or more pre-placed columns in the floorplan;
select, via a second RL agent that comprises a machine learning model executed by the processor, one or more column locations from the set of candidate column locations based on a structural stability of the one or more column locations; and
output the floorplan that includes the one or more column locations as a structural design for the building.