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Dogru, Oguzhan
28  results:
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1

Reinforcement Learning in Process Industries: Review and Pe..:

Dogru, Oguzhan ; Xie, Junyao ; Prakash, Om...
IEEE/CAA Journal of Automatica Sinica.  11 (2024)  2 - p. 283-300 , 2024
Link: https://doi.org/10.1109/..
 
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2

Distributed Process Monitoring for Multiagent Systems Throu..:

Chen, Hongtian ; Dogru, Oguzhan ; Varanasi, Santhosh Kumar..
IEEE Transactions on Cognitive and Developmental Systems.  16 (2024)  1 - p. 8-19 , 2024
Link: https://doi.org/10.1109/..
 
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3

Skew Filtering for Online State Estimation and Control:

Dogru, Oguzhan ; Chiplunkar, Ranjith ; Huang, Biao
IEEE Transactions on Industrial Informatics.  20 (2024)  2 - p. 1508-1515 , 2024
Link: https://doi.org/10.1109/..
 
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4

Reinforcement learning for soft sensor design through auton..:

Xie, Junyao ; Dogru, Oguzhan ; Huang, Biao..
Computers & Chemical Engineering.  173 (2023)  - p. 108209 , 2023
Link: https://doi.org/10.1016/..
 
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5

Reinforcement Learning Approach to Autonomous PID Tuning:

, In: 2022 American Control Conference (ACC),
Dogru, Oguzhan ; Velswamy, Kirubakaran ; Ibrahim, Fadi... - p. 2691-2696 , 2022
Link: https://doi.org/10.23919..
 
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6

Data-Driven Designs of Fault Detection Systems via Neural N..:

Chen, Hongtian ; Chai, Zheng ; Dogru, Oguzhan..
IEEE Transactions on Neural Networks and Learning Systems.  33 (2022)  10 - p. 5694-5705 , 2022
Link: https://doi.org/10.1109/..
 
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7

Performance Evaluation of Few-shot Learning-based System Id..:

, In: 2022 5th International Conference on Robotics, Control and Automation Engineering (RCAE),
Chen, Hongtian ; Cheng, Chao ; Dogru, Oguzhan. - p. 100-106 , 2022
Link: https://doi.org/10.1109/..
 
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8

A Segmental Autoencoder-based Fault Detection for Nonlinear..:

, In: 2022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS),
Chen, Hongtian ; Pan, Zhuofu ; Dogru, Oguzhan.. - p. 555-560 , 2022
Link: https://doi.org/10.1109/..
 
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9

Reinforcement learning approach to autonomous PID tuning:

Dogru, Oguzhan ; Velswamy, Kirubakaran ; Ibrahim, Fadi...
Computers & Chemical Engineering.  161 (2022)  - p. 107760 , 2022
Link: https://doi.org/10.1016/..
 
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10

Actor–Critic Reinforcement Learning and Application in Deve..:

Dogru, Oguzhan ; Velswamy, Kirubakaran ; Huang, Biao
Engineering.  7 (2021)  9 - p. 1248-1261 , 2021
Link: https://doi.org/10.1016/..
 
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11

Online reinforcement learning for a continuous space system..:

Dogru, Oguzhan ; Wieczorek, Nathan ; Velswamy, Kirubakaran..
Journal of Process Control.  104 (2021)  - p. 86-100 , 2021
Link: https://doi.org/10.1016/..
 
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12

Actor–Critic Reinforcement Learning and Application in Deve..:

Oguzhan Dogru ; Kirubakaran Velswamy ; Biao Huang
http://www.sciencedirect.com/science/article/pii/S209580992100326X.  , 2021
Link: https://doi.org/10.1016/..
 
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13

A Segmental Autoencoder-based Fault Detection for Nonlinear..:

Hongtian Chen (12000044) ; Zhuofu Pan (12000046) ; Oguzhan Dogru (12000049)..
https://figshare.com/articles/preprint/A_Segmental_Autoencoder-based_Fault_Detection_for_Nonlinear_Dynamic_Systems_An_Interpretable_Learning_Framework/19067813.  , 2022
Link: https://doi.org/10.36227..
 
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14

The effect of the shock index and scoring systems for predi..:

Dogru, Umran ; Yuksel, Melih ; Ay, Mehmet Oguzhan...
Sao Paulo Medical Journal.  140 (2022)  4 - p. 531-539 , 2022
Link: https://doi.org/10.1590/..
 
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15

High Inborn Errors of Immunity Risk in Patients with Granul..:

Süleyman, Merve ; Serin, Oğuzhan ; Koçali, Büşra...
Journal of Clinical Immunology.  42 (2022)  8 - p. 1795-1809 , 2022
Link: https://doi.org/10.1007/..
 
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