Oguzhan Dogru

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Particle Filter

Top Venues

Comput. Chem. Eng.

IEEE Trans. Cogn. Dev. Syst.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Hongtian Chen, Oguzhan Dogru, Santhosh Kumar Varanasi, Xunyuan Yin, Biao Huang
Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning. IEEE Trans. Cogn. Dev. Syst. 16 (1) (2024)
Oguzhan Dogru, Junyao Xie, Om Prakash, Ranjith Chiplunkar, Jansen Soesanto, Hongtian Chen, Kirubakaran Velswamy, Fadi Ibrahim, Biao Huang
Reinforcement Learning in Process Industries: Review and Perspective. IEEE CAA J. Autom. Sinica 11 (2) (2024)
Oguzhan Dogru, Ranjith Chiplunkar, Biao Huang
Skew Filtering for Online State Estimation and Control. IEEE Trans. Ind. Informatics 20 (2) (2024)
Junyao Xie, Oguzhan Dogru, Biao Huang, Chris Godwaldt, Brett Willms
Reinforcement learning for soft sensor design through autonomous cross-domain data selection. Comput. Chem. Eng. 173 (2023)
Oguzhan Dogru, Kirubakaran Velswamy, Fadi Ibrahim, Yuqi Wu, Arun Senthil Sundaramoorthy, Biao Huang, Shu Xu, Mark Nixon, Noel Bell
Reinforcement learning approach to autonomous PID tuning. Comput. Chem. Eng. 161 (2022)
Oguzhan Dogru, Kirubakaran Velswamy, Fadi Ibrahim, Yuqi Wu, Arun Senthil Sundaramoorthy, Biao Huang, Shu Xu, Mark Nixon, Noel Bell
Reinforcement Learning Approach to Autonomous PID Tuning. ACC (2022)
Hongtian Chen, Zheng Chai, Oguzhan Dogru, Bin Jiang, Biao Huang
Data-Driven Designs of Fault Detection Systems via Neural Network-Aided Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Oguzhan Dogru, Ranjith Chiplunkar, Biao Huang
Reinforcement Learning With Constrained Uncertain Reward Function Through Particle Filtering. IEEE Trans. Ind. Electron. 69 (7) (2022)