Online reinforcement learning-based inventory control for intelligent E-Fulfilment dealing with nonstationary demand.
Daniel Y. MoYung Po TsangY. WangWeikun XuPublished in: Enterp. Inf. Syst. (2024)
Keyphrases
- 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