Chandrasekar Venkatraman

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, direct comparisons with planning approach...