Chunlin Wu

Knowledge-Driven reinforcement learning for Prefabricated construction supply Chain Scheduling: A Two-Phase large language model integration framework

Prefabricated construction supply chains require coordinated scheduling across production, transportation, and assembly under transport uncertainty, storage constraints, and assembly precedence requirements. However, existing approaches rely on stage-isolated optimization, static heuristics, or black-box AI models that...