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

**Published:** September 15, 2026
**Author:** Xian Yeow Lee, Chandrasekar Venkatraman, Ahmed Farahat
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/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,…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.13566)

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