A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems
Yi Ma, Xiaotian Hao, Jianye Hao, Jiawen Lu, Xing Liu, Xialiang Tong, Mingxuan Yuan, Zhigang Li, Jie Tang, Zhaopeng Meng
2021Neural Information Processing Systems49 citations
Topics & Concepts
Reinforcement learningComputer sciencePickupScale (ratio)ReinforcementArtificial intelligenceEngineeringPhysicsQuantum mechanicsImage (mathematics)Structural engineeringAdvanced Manufacturing and Logistics OptimizationOptimization and Search ProblemsOptimization and Packing Problems