2 papers
cs.AI2025
Hierarchical Deep Reinforcement Learning Framework for Multi-Year Asset Management Under Budget Constraints
Amir Fard, Arnold X. -X. Yuan
Budget planning and maintenance optimization are crucial for infrastructure asset management, ensuring cost-effectiveness and sustainability. However, the complexity arising from c…
math.OC2025
Multi-Year Maintenance Planning for Large-Scale Infrastructure Systems: A Novel Network Deep Q-Learning Approach
Amir Fard, Arnold X. -X. Yuan
Infrastructure asset management is essential for sustaining the performance of public infrastructure such as road networks, bridges, and utility networks. Traditional maintenance a…