Managing chance-constrained hydropower with reinforcement learning and backoffs
Florian Mitjana, Michel Denault, Kenjy Demeester
Topics & Concepts
Markov decision processHydropowerReinforcement learningBenchmark (surveying)Mathematical optimizationComputer scienceControl (management)Process (computing)Constraint (computer-aided design)Markov processStochastic programmingDynamic programmingConstraint satisfactionRenewable energyOperations researchOptimal controlEngineeringArtificial intelligenceMathematicsGeologyElectrical engineeringProbabilistic logicStatisticsOperating systemGeodesyMechanical engineeringWater resources management and optimizationElectric Power System OptimizationWater-Energy-Food Nexus Studies