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Luca Sampaolesi

affiliation not provided to SSRN

SCHOLARLY PAPERS

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Scholarly Papers (1)

1.

Deep Reinforcement Learning Maintenance Optimization of Natural Gas Transmission Pipeline Networks

Number of pages: 47 Posted: 22 Apr 2026
Enrico Zio, Luca Sampaolesi and Masoud Naseri
Polytechnic University of Milan, affiliation not provided to SSRN and affiliation not provided to SSRN
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Abstract:

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Natural gas transmission pipeline networks, Gas supply availability, Maintenance optimization, Sequential decision problem, Deep reinforcement learning, Proximal policy optimization