Abstract: Existing robotic container unloading systems lack the adaptability and semantic reasoning required for robust performance due to dynamic environments and unstructured cargo arrangements.

The journey of a container through a container terminal is a dynamic logistics process that requires not only excellent coordination of physical operations but also an efficient and integrated system ...