A conceptual model for provider production scheduling in a manufacturing-as-a-service systems using deep reinforcement learning

Mateo Del Gallo

https://orcid.org/0000-0001-9302-9280

Italy

Marche Polytechnic University

Raul Poler

https://orcid.org/0000-0003-4475-6371

Spain

Universitat Politècnica de València

Research Centre on Production Management and Engineering, Universitat Politècnica de València,  Plaza de Ferrándiz y Carbonell s/n, 03801 Alcoy (Alicante), España

Filippo E. Ciarapica

https://orcid.org/0000-0002-8908-433X

Italy

Università Politecnica delle Marche

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Accepted: 2026-01-30

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Published: 2026-01-31

DOI: https://doi.org/10.4995/ijpme.2026.24341