- Category: Machine Learning
- Project Date: January 2020
- Source Code: Link to GitHub Project
Supply Chain Reinforcement Learning Agent
A virtual supply chain is created to represent inventory and order handling across a network of four local distribution centers, one regional distribution center, and one international supplier. Then, a reinforcement learning agent is trained to manage the entire network of inventories, minimizing both on hand inventory and backorders. I've also included a program that allows the user to view real-time animations of the supply chain as the agent is making decisions against a test environment.