Deep reinforcement learning for inventory control: A roadmap.
Robert N. BouteJoren GijsbrechtsWillem van JaarsveldNathalie VanvuchelenPublished in: Eur. J. Oper. Res. (2022)
Keyphrases
- inventory control
- reinforcement learning
- finite horizon
- optimal policy
- supply chain
- markov decision processes
- customer service
- stochastic demand
- inventory models
- markov decision process
- lead time
- lost sales
- state space
- learning algorithm
- customer demand
- dynamic programming
- machine learning
- inventory level
- finite state
- optimal control
- average cost
- service level
- single item
- dynamic pricing
- pricing strategies