An actor-critic algorithm with policy gradients to solve the job shop scheduling problem using deep double recurrent agents

Marta Monaci, Valerio Agasucci, Giorgio Grani

There is a growing interest in integrating machine learning techniques and optimization to solve challenging optimization problems. In this work, we propose a deep reinforcement le…