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#artificial intelligence Preprint Sep 2026

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, direct comparisons with planning approach...

X. Lee, Chandrasekar Venkatraman, Ahmed K. Farahat · 0 citations
#artificial intelligence Preprint Sep 2026

A Hybrid Agentic AI Framework for Intelligent Supply Chain Analytics

Efficient utilization of supply chain analytics for decision making remains a significant challenge for planners, as critical tasks such as database querying, key performance indicator (KPI) analysis, demand forecasting, and performance diagnosis require heterogeneous expertise spanning data engineering, operations res...

X. Lee, Teppei Inoue, Hai-Yan Wang et al. · 0 citations

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