Deep Reinforcement Learning for Picker Routing Problem in Warehousing.
George DunnHadi CharkhgardAli EshraghSasan MahmoudinazlouElizabeth StojanovskiPublished in: CoRR (2024)
Keyphrases
- routing problem
- reinforcement learning
- multi period
- data warehouse
- traveling salesman problem
- multicommodity flow
- vehicle routing
- vehicle routing problem
- route optimization
- routing algorithm
- global optimization
- state space
- vehicle routing problem with time windows
- shortest path
- optimal policy
- travel time
- information retrieval
- binary particle swarm optimization
- genetic algorithm
- simulated annealing
- objective function
- neural network
- real time