Dmitrii Medvedev

On the Study of Curriculum Learning for Inferring Dispatching Policies on the Job Shop Scheduling

This paper studies the use of Curriculum Learning on Reinforcement Learning (RL) to improve the performance of the dispatching policies learned on the Job-shop Scheduling Problem (JSP). Current works in the literature present a large optimality gap when learning end-to-end solutions on this problem.…