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A deep reinforcement learning framework for solving two-stage stochastic programs

Dogacan Yilmaz, İ. Esra Büyüktahtakın

2023Optimization Letters13 citationsDOI

Topics & Concepts

Reinforcement learningComputer scienceKnapsack problemHeuristicsMathematical optimizationArtificial intelligenceMarkov decision processStochastic programmingScheduling (production processes)Stochastic optimizationQ-learningMachine learningMathematicsMarkov processAlgorithmStatisticsOptimization and Search ProblemsTransportation and Mobility InnovationsSmart Parking Systems Research
A deep reinforcement learning framework for solving two-stage stochastic programs | Litcius