Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints
Charalampos Andriotis, Konstantinos G. Papakonstantinou
Topics & Concepts
Reinforcement learningComputer scienceMarkov decision processLagrangian relaxationMathematical optimizationPartially observable Markov decision processDynamic programmingCurse of dimensionalityArtificial intelligenceMachine learningMarkov processMarkov chainMarkov modelMathematicsStatisticsReliability and Maintenance OptimizationProbabilistic and Robust Engineering DesignInfrastructure Maintenance and Monitoring