2026
InfraRL: A Benchmark for Constrained Resource Allocation in Large-Scale Infrastructure Asset Management
ICML 2026poster
Optimizing maintenance strategies for large-scale infrastructure is a critical sequential decision-making problem, exemplified by the high-stakes domain of bridge management. While Reinforcement Learning (RL) offers a theoretical framework for such problems, practical deployment necessitates offline…