Method and system for managing multiple transport tasks in an autonomous transport robot

An autonomous transport robot for transporting objects, comprising:

• a communication interface;
• and
• one or more processors,
• wherein the one or more processors are configured to:
• obtain object information, destination information, and batch transport information for each of a plurality of objects,
• determine, for each of the plurality of objects, a loading space on which the object is to be loaded based on the object information,
• determine the batch loading based on the object information of each of the plurality of objects when the batch transport information indicates that batching is possible,
• determine a transport priority for the plurality of objects,
• instruct the autonomous transport robot to move to destinations corresponding to the destination information according to the determined transport priority,
• wherein the one or more processors are configured to, when determining the loading space on which each object is to be loaded, input the object information into an artificial intelligence model trained to output loading space selection information,
• wherein the artificial intelligence model is trained using labeled data that associates loading space assignment conditions with corresponding types of object information,
• and wherein the loading space selection information indicates a specific loading space that satisfies the assignment conditions based on the input object information.