Guided probabilistic reinforcement learning for sampling-efficient maintenance scheduling of multi-component system
Yiming Zhang, Dingyang Zhang, Xiaoge Zhang, Lemiao Qiu, Felix T.S. Chan, Zili Wang, Shuyou Zhang
Topics & Concepts
Reinforcement learningComputer scienceProbabilistic logicArtificial intelligenceScheduling (production processes)Component (thermodynamics)Bayesian networkMachine learningConvergence (economics)Importance samplingContext (archaeology)Mathematical optimizationEconomic growthMonte Carlo methodPhysicsThermodynamicsMathematicsPaleontologyEconomicsBiologyStatisticsReliability and Maintenance OptimizationSoftware Reliability and Analysis ResearchAdvanced Battery Technologies Research