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20222024
most citedMaintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning

6 citations · 10 across the 5 of their papers we have counts for

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cs.LG2024★ 6 cited

Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning

Lisandro A. Jimenez-Roa, Thiago D. Simão, Zaharah Bukhsh +4

Large-scale infrastructure systems are crucial for societal welfare, and their effective management requires strategic forecasting and intervention methods that account for various…

stat.ME2024

Comparing Homogeneous And Inhomogeneous Time Markov Chains For Modelling Degradation In Sewer Pipe Networks

Lisandro A. Jimenez-Roa, Tiedo Tinga, Tom Heskes +1

Sewer pipe systems are essential for social and economic welfare. Managing these systems requires robust predictive models for degradation behaviour. This study focuses on probabil…