Novel multi-agent action masked deep reinforcement learning for general industrial assembly lines balancing problems

Efficient planning of activities is essential for modern industrial assembly lines to uphold manufacturing standards, prevent project constraint violations, and achieve cost-effective operations. While exact solutions to such challenges can be obtained through Integer Programming (IP), the dependenc...

Descripció completa

Dades bibliogràfiques

Autors principals:	Ali M. Ali, Luca Tirel, Hashim A. Hashim
Format:	Artigo
Idioma:	Inglês
Publicat:	KeAi Communications Co., Ltd. 2025-12-01
Col·lecció:	Journal of Automation and Intelligence
Matèries:	Artificial intelligence in industrial engineering Autonomous decision making Distributed multi-agent learning Reinforcement learning
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S2949855425000395
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!