Optimization of Spirulina sp. cultivation using reinforcement learning with state prediction based on LSTM neural network

YTT Doan, MT Ho, HK Nguyen, HD Han - Journal of Applied Phycology, 2021 - Springer
Spirulina/Arthrospira is well known as a microscopic filamentous cyanobacterium, which is
rich in nutrition and minerals. Therefore, Spirulina/Arthrospira cultivation industry has been …

[PDF][PDF] Journal of Global Business and Trade

CH Parka, DJ Leeb - Journal of Global Business and Trade, 2023 - pfw.edu
ABSTRACT Purpose–The number of Korea's Technical Barriers to Trade (TBT) notifications
is increasing, and TBT is recognized as a form of trade barrier. Furthermore, Korea is highly …

Optimal decision policy for deteriorating systems with on-line monitoring in a variable environment with selectable operations

L Jin - International Journal of Systems Science: Operations & …, 2016 - Taylor & Francis
We investigate the optimal decision-making problem for deteriorating systems operating in a
variable environment with selectable operations. We assume that information about system …

Stochastic Modeling of Multi-state Disease Dynamics under Random Environments

M Manoharan, TD Xavier - 2016 Second International …, 2016 - ieeexplore.ieee.org
This paper presents the application of Semi-Markov decision Process (SMDP) for a multi-
state disease under random environments to determine the optimal treatment strategy. The …

マルコフ決定過程を用いた栽培管理の能動学習に関する一考察

前田康成 - 電気学会論文誌C (電子・情報・システム部門誌), 2022 - jstage.jst.go.jp
抄録 In this research an active learning method for cultivation management using Markov
decision processes is proposed. The proposed method is equivalent to a test cultivation …

[引用][C] Journal of Global Business and Trade

JS Jung, J Han, HF Liu, P Do-Joon, S Liu, Q Li, YJ Shin… - Journal of Global Business …, 2022