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Online reinforcement learning-based inventory control for intelligent E-Fulfilment dealing with nonstationary demand.
Daniel Y. Mo
Yung Po Tsang
Y. Wang
Weikun Xu
Published in:
Enterp. Inf. Syst. (2024)
Keyphrases
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inventory control
non stationary
finite horizon
customer demand
reinforcement learning
optimal policy
markov decision processes
stochastic demand
supply chain
inventory models
pricing strategies
lead time
markov decision process
customer service
infinite horizon
single product
lost sales
state space
dynamic pricing
random fields
learning algorithm
inventory management
autoregressive
inventory replenishment
single item
state dependent
supply chain management
concept drift
dynamic programming
machine learning