Masato Nagayoshi1, Hisashi Tamaki2
1Niigata College of Nursing, 240 shinnan-cho, Joetsu, Niigata 943-0147,
Japan
2Kobe University, 1-1 Rokkodai-cho, Nada-ku, Kobe, Hyogo 657-8501, Japan
pp. 154–158
ABSTRACT
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
Keywords :Nnurse scheduling, Reinforcement learning, Q-learning, Constructive
search, Work revision method
© 2022 The Author. Published by Sugisaka Masanori at ALife Robotics Corporation Ltd This is an open access article distributed
under the CC BY-NC 4.0 license ( h ttp://creativecommons.org/licenses/by-nc/4.0/).
ARTICLE INFO
Article History
Received 21 November 2021
Accepted 10 June 2022
J-STAGE9208
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