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arXiv — cs.AI

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Planning or Learning: Reliability and Cost in Multi-Asset Maintenance

Industrial maintenance systems involve multiple interacting assets and shared resources, making it challenging to balance reliability and operational cost using a single decision framework. While recent work has focused on reinforcement learning (RL) for maintenance scheduling,…

arXiv — cs.AIBy: Xian Yeow Lee, Chandrasekar Venkatraman, Ahmed FarahatSeptember 15, 2026 (Sep 15)
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  • Industrial maintenance systems involve multiple interacting assets and shared resources, making it challenging to balance reliability and operational cost using a single decision framework
  • While recent work has focused on reinforcement learning (RL) for maintenance scheduling,…
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Planning or Learning: Reliability and Cost in Multi-Asset Maintenance

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