An Approach of Exchanging Work Shifts Using Reinforcement Learning on a Constructive Nurse Scheduling System

抄録

In this paper, we propose a work revision method using reinforcement learning on a constructive nurse scheduling system. The constructive nurse scheduling system makes the shift schedule creation procedures and rules easy to understand, because the system does not use the evaluation value for the entire shift schedule. We have confirmed the possibility of improving the quality of the shift schedule by the proposed method through a computational example.