Browsing School of Engineering by Author "Knoll, Alois"
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Investigation of Inspection and Maintenance Optimization with Deep Reinforcement Learning in Absence of Belief States
Buliga, Carmen; ICASP14; Knoll, Alois; Straub, Daniel; Bismut, Elizabeth; Walter, Florian; Hettegger, Daniel (2023)Maintenance of deteriorating infrastructure is a major cost factor for owners and society. Therefore, efficient inspection and maintenance (I&M) strategies are of paramount importance. Deep reinforcement learning (DRL) has ...