Courier routing and assignment for food delivery service using reinforcement learning
Aysun Bozanta, Mücahit Çevik, Can Kavaklioğlu, Eray Mert Kavuk, Ayşe Tosun, Sibel B. Sonuç, Alper Duranel, Ayşe Bener
Topics & Concepts
Reinforcement learningBenchmark (surveying)Markov decision processComputer scienceTask (project management)RevenueOperations researchOrder (exchange)Q-learningProcess (computing)Service (business)Routing (electronic design automation)Markov chainArtificial intelligenceMathematical optimizationMarkov processMachine learningEngineeringEconomicsMathematicsMarketingComputer networkBusinessOperating systemAccountingGeographyGeodesyFinanceStatisticsSystems engineeringTransportation and Mobility InnovationsVehicle Routing Optimization MethodsOptimization and Search Problems