Deep Reinforcement Learning for a Two-Echelon Supply Chain with Seasonal Demand.
Francesco StranieriFabio StellaPublished in: CoRR (2022)
Keyphrases
- supply chain
- reinforcement learning
- lead time
- bullwhip effect
- inventory management
- inventory control
- capacity planning
- uncertain demand
- safety stock
- demand forecasting
- operating costs
- supply chain management
- customer demand
- planning horizon
- profit sharing
- service level
- market demand
- demand uncertainty
- inventory policy
- cost savings
- inventory systems
- distribution network
- decision making
- consumer market
- short term
- quantity discount
- product life cycle
- single item
- state space
- lost sales
- markov decision processes
- single product
- inventory models
- production capacity
- capacity expansion
- supplier selection
- replenishment policy
- holding cost
- stackelberg game
- inventory holding
- rfid technology
- setup cost
- joint replenishment
- multi period
- optimal policy