A deep reinforcement learning approach for integrated optimization of train scheduling and rolling stock circulation planning
Xiaoli Zhao, Dewei Li, Xinyu Bao
Topics & Concepts
Reinforcement learningScheduling (production processes)Markov decision processComputer scienceTrainMathematical optimizationOperations researchEmbeddingEngineeringOptimization problemQ-learningMarkov chainDiscrete time and continuous timeIndustrial engineeringStock (firearms)SpeedupMarkov processProcess (computing)Operator (biology)Decision support systemJob shop schedulingControl engineeringRailway Systems and Energy EfficiencyRailway Engineering and DynamicsTransportation Planning and Optimization