Adaptive Supply Chain: Demand-Supply Synchronization Using Deep Reinforcement Learning.
Zhandos KegenbekovIlya JacksonPublished in: Algorithms (2021)
Keyphrases
- supply chain
- demand forecasting
- bullwhip effect
- lead time
- reinforcement learning
- inventory management
- inventory control
- dual sourcing
- capacity planning
- supply chain management
- uncertain demand
- operating costs
- customer demand
- planning horizon
- market demand
- cost savings
- profit sharing
- inventory policy
- demand uncertainty
- product life cycle
- distribution network
- service level
- inventory systems
- quantity discount
- consumer market
- decision making
- safety stock
- inventory models
- information sharing
- supplier selection
- rfid technology
- distribution centers
- state space
- dynamic pricing
- joint replenishment
- production capacity
- electricity markets