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Deep reinforcement learning algorithm for dynamic pricing of express lanes with multiple access locations

Venktesh Pandey, Evana Wang, Stephen D. Boyles

2020Transportation Research Part C Emerging Technologies48 citationsDOIOpen Access PDF

Topics & Concepts

Reinforcement learningComputer scienceMarkov decision processHeuristicTollPartially observable Markov decision processMathematical optimizationDynamic pricingRevenueOperations researchMarkov processMarkov chainArtificial intelligenceMachine learningMarkov modelEconomicsEngineeringMathematicsMicroeconomicsAccountingBiologyGeneticsStatisticsTraffic control and managementTransportation Planning and OptimizationTraffic Prediction and Management Techniques
Deep reinforcement learning algorithm for dynamic pricing of express lanes with multiple access locations | Litcius