Bernard T. Agyeman

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Model Predictive Control

Variable Length

Reinforcement Learning

Top Venues

Comput. Chem. Eng.

Publications

Sarupa Debnath, Bernard T. Agyeman, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu
Performance triggered adaptive model reduction for soil moisture estimation in precision irrigation. CoRR (2024)
Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
Control invariant set enhanced safe reinforcement learning: Improved sampling efficiency, guaranteed stability and robustness. Comput. Chem. Eng. 179 (2023)
Sandra A. Obiri, Song Bo, Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu
Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning. CoRR (2023)
Sarupa Debnath, Soumya Ranjan Sahoo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
An Error-Triggered Adaptive Model Reduction and Soil Moisture Estimation for Agro-Hydrological System. CDC (2023)
Bernard T. Agyeman, Mohamed Naouri, Willemijn Appels, Jinfeng Liu, Sirish L. Shah
Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling. CoRR (2023)
Bernard T. Agyeman, Erfan Orouskhani, Mohamed Naouri, Willemijn Appels, Maik Wolleben, Jinfeng Liu, Sirish L. Shah
Maximizing soil moisture estimation accuracy through simultaneous hydraulic parameter estimation using microwave remote sensing: Methodology and application. CoRR (2023)
Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness. CoRR (2023)
Erfan Orouskhani, Soumya R. Sahoo, Bernard T. Agyeman, Song Bo, Jinfeng Liu
Impact of sensor placement in soil water estimation: A real-case study. CoRR (2022)
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
Soil moisture map construction by sequential data assimilation using an extended Kalman filter. ACC (2021)
Soumya R. Sahoo, Bernard T. Agyeman, Sarupa Debnath, Jinfeng Liu
Knowledge-based optimal irrigation scheduling of agro-hydrological systems. CoRR (2021)
Bernard T. Agyeman, Soumya R. Sahoo, Jinfeng Liu, Sirish L. Shah
LSTM-based model predictive control with discrete inputs for irrigation scheduling. CoRR (2021)
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
Soil moisture map construction using microwave remote sensors and sequential data assimilation. CoRR (2020)