Scalable reinforcement learning approaches for dynamic pricing in ride-hailing systems
Zengxiang Lei, Satish V. Ukkusuri
Topics & Concepts
Dynamic pricingReinforcement learningMarkov decision processComputer scienceScalabilityMarkov processMathematical optimizationProfit (economics)Revenue managementQ-learningOperations researchArtificial intelligenceMicroeconomicsEconomicsEngineeringMathematicsRevenueStatisticsDatabaseAccountingTransportation and Mobility InnovationsTransportation Planning and OptimizationSharing Economy and Platforms