Multi-echelon inventory optimization using deep reinforcement learning.
Kevin GeeversLotte van HezewijkMartijn R. K. MesPublished in: Central Eur. J. Oper. Res. (2024)
Keyphrases
- multi echelon
- lead time
- assembly systems
- reinforcement learning
- optimal control
- distribution systems
- lot sizing
- global optimization
- supply chain
- optimization problems
- service level
- random variables
- combinatorial optimization
- production system
- markov decision processes
- multistage
- infinite horizon
- finite horizon
- single item
- dynamic programming
- machine learning