Bernard T. Agyeman

According to our database, Bernard T. Agyeman authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling.

Bernard T. Agyeman, Jinfeng Liu, Sirish L. Shah

CoRR, 2024

A semi-centralized multi-agent RL framework for efficient irrigation scheduling.

Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu, Sirish L. Shah

CoRR, 2024

Performance triggered adaptive model reduction for soil moisture estimation in precision irrigation.

Sarupa Debnath, Bernard T. Agyeman, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu

CoRR, 2024

2023

Control invariant set enhanced safe reinforcement learning: Improved sampling efficiency, guaranteed stability and robustness.

Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu

Comput. Chem. Eng., November, 2023

Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning.

Sandra A. Obiri, Song Bo, Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu

CoRR, 2023

Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling.

Bernard T. Agyeman, Mohamed Naouri, Willemijn Appels, Jinfeng Liu, Sirish L. Shah

CoRR, 2023

Maximizing soil moisture estimation accuracy through simultaneous hydraulic parameter estimation using microwave remote sensing: Methodology and application.

Bernard T. Agyeman, Erfan Orouskhani, Mohamed Naouri, Willemijn Appels, Maik Wolleben, Jinfeng Liu, Sirish L. Shah

CoRR, 2023

An Error-Triggered Adaptive Model Reduction and Soil Moisture Estimation for Agro-Hydrological System.

Sarupa Debnath, Soumya Ranjan Sahoo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Impact of sensor placement in soil water estimation: A real-case study.

Erfan Orouskhani, Soumya R. Sahoo, Bernard T. Agyeman, Song Bo, Jinfeng Liu

CoRR, 2022

2021

Knowledge-based optimal irrigation scheduling of agro-hydrological systems.

Soumya R. Sahoo, Bernard T. Agyeman, Sarupa Debnath, Jinfeng Liu

CoRR, 2021

LSTM-based model predictive control with discrete inputs for irrigation scheduling.

Bernard T. Agyeman, Soumya R. Sahoo, Jinfeng Liu, Sirish L. Shah

CoRR, 2021

Soil moisture map construction by sequential data assimilation using an extended Kalman filter.

Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah

Proceedings of the 2021 American Control Conference, 2021

2020

Soil moisture map construction using microwave remote sensors and sequential data assimilation.

Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah

CoRR, 2020