Value of information analysis in non-stationary stochastic decision environments: A reliability-assisted POMDP approach
Chaolin Song, Chi Zhang, Abdollah Shafieezadeh, Rucheng Xiao
Topics & Concepts
Partially observable Markov decision processComputer scienceValue of informationReliability (semiconductor)Bayes' theoremMarkov decision processBayesian probabilityPrior probabilityMarkov processMarkov chainMathematical optimizationArtificial intelligenceMarkov modelMachine learningMathematicsPhysicsStatisticsQuantum mechanicsPower (physics)Reliability and Maintenance OptimizationLife Cycle Costing AnalysisRisk and Safety Analysis