Math Programming based Reinforcement Learning for Multi-Echelon Inventory Management.
Pavithra HarshaAshish JagmohanJayant R. KalagnanamBrian QuanzDivya SinghviPublished in: CoRR (2021)
Keyphrases
- inventory management
- multi echelon
- lead time
- supply chain
- reinforcement learning
- assembly systems
- lost sales
- supply chain management
- inventory control
- vehicle routing
- service level
- robust optimization
- lot sizing
- learning algorithm
- state space
- optimal control
- markov decision processes
- optimal policy
- inventory level
- decision making
- infinite horizon
- machine learning
- planning horizon
- total cost
- linear programming