PortAgent: LLM-driven Vehicle Dispatching Agent for Port Terminals

This paper introduces PortAgent, an LLM-driven vehicle dispatching agent designed to fully automate the Vehicle Dispatching System (VDS) transferring workflow in Automated Container Terminals (ACTs). PortAgent addresses issues of low transferability, high reliance on specialists, and extensive data demands by employing a Virtual Expert Team (VET) and a self-correction loop, achieving high success rates and rapid deployment.