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A reinforcement learning-based hyper-heuristic for AGV task assignment and route planning in parts-to-picker warehouses

Kunpeng Li, Tengbo Liu, P.N. Ram Kumar, Xuefang Han

2024Transportation Research Part E Logistics and Transportation Review58 citationsDOI

Topics & Concepts

Reinforcement learningTask (project management)HeuristicComputer scienceReinforcementRoute planningArtificial intelligenceTransport engineeringEngineeringSystems engineeringStructural engineeringAdvanced Manufacturing and Logistics OptimizationScheduling and Optimization AlgorithmsOptimization and Packing Problems
A reinforcement learning-based hyper-heuristic for AGV task assignment and route planning in parts-to-picker warehouses | Litcius