US 12,093,832 B2
Method for distributing work points to a plurality of task-performing robots
Jeyeol Lee, Seoul (KR); Goncalves Rocha Yuri, Seoul (KR); and Yu Jeong Jeong, Seoul (KR)
Assigned to MakinaRocks Co., Ltd., Seoul (KR)
Filed by MakinaRocks Co., Ltd., Seoul (KR)
Filed on Jan. 27, 2024, as Appl. No. 18/424,764.
Claims priority of application No. 10-2023-0011507 (KR), filed on Jan. 30, 2023; and application No. 10-2023-0080437 (KR), filed on Jun. 22, 2023.
Prior Publication US 2024/0256877 A1, Aug. 1, 2024
Int. Cl. G06N 3/08 (2023.01); G06N 3/086 (2023.01)
CPC G06N 3/086 (2013.01) 9 Claims
OG exemplary drawing
 
1. A method for distributing work points to a plurality of task-performing robots, the method performed by a computing device, the method comprising:
determining available work points for each of the plurality of task-performing robots;
distributing target work points for each of the plurality of task-performing robots based on the determined available work points, and predicting a plurality of target work trajectories for each of the plurality of task-performing robots based on the distributed target work points;
calculating a first loss or a second loss based on the predicted plurality of target work trajectories; and
re-distributing target work points to each of the plurality of task-performing robots based on at least one of the calculated first loss or the calculated second loss,
wherein the calculating of the first loss or the second loss based on the predicted plurality of target work trajectories includes:
predicting work areas for each of the plurality of task-performing robots based on the predicted plurality of target work trajectories, and
calculating the second loss based on the predicted work areas.