Deep Reinforcement Learning toward Robust Multi-echelon Supply Chain Inventory Optimization.
Ibrahim El SharWenhuan SunHaiyan WangChetan GuptaPublished in: CASE (2022)
Keyphrases
- supply chain
- multi echelon
- lead time
- assembly systems
- reinforcement learning
- inventory control
- supply chain management
- service level
- lot sizing
- planning horizon
- single item
- bullwhip effect
- operating costs
- supplier selection
- capacity planning
- total cost
- decision making
- inventory management
- inventory level
- distribution network
- robust optimization
- holding cost
- markov decision processes
- lot size
- setup cost
- lost sales
- markov decision process
- objective function
- distribution centers
- infinite horizon