IMP-MARL: Infrastructure Management Planning via MARL
Pascal Leroy, Pablo G. Morato, Jonathan Pisane, Athanasios Kolios, Damien Ernst. 37th Conference on Neural Information Processing Systems (NeurIPS 2023) Track on Datasets and Benchmarks. https://hdl.handle.net/2268/304451 Infrastructure Management Planning (IMP) is a modern application addressing current societal and environmental concerns. In IMP, agents plan inspections, repairs or retrofits to prevent failures in structures like bridges or wind turbines. The goal is to minimise the risk of system failures by considering the probability of failure and the associated consequences.