Deep Policy Iteration with Integer Programming for Inventory Management

Pavithra Harsha, Ashish Jagmohan, Jayant Kalagnanam +2

We present a Reinforcement Learning (RL) based framework for optimizing long-term discounted reward problems with large combinatorial action space and state dependent constraints.…