Resources
- Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management
- Make replenishment decisions for a large number of SKUs.
- Shared resources: INV capacity (at WH?)
- Formulate as a Shared-Resource Stochastic ame (SRSG) –> propose an algorithm: Context-aware Decentralized PPO –> accelerate elarning propcedure compared with standard MARL algorithms.
- Related: Competitive Multi-armed Bandit Games for Resource Sharing