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Bernard T. Agyeman
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2020 – today
- 2024
- [i11]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 abs/2404.01468 (2024) - [i10]Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu, Sirish L. Shah:
A semi-centralized multi-agent RL framework for efficient irrigation scheduling. CoRR abs/2408.08442 (2024) - [i9]Bernard T. Agyeman, Jinfeng Liu, Sirish L. Shah:
ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling. CoRR abs/2409.12082 (2024) - 2023
- [j1]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: 108413 (2023) - [c2]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: 7586-7591 - [i8]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 abs/2305.15549 (2023) - [i7]Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu:
Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness. CoRR abs/2305.15602 (2023) - [i6]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 abs/2306.08715 (2023) - [i5]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 abs/2308.03928 (2023) - 2022
- [i4]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 abs/2203.06548 (2022) - 2021
- [c1]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: 4351-4356 - [i3]Bernard T. Agyeman, Soumya R. Sahoo, Jinfeng Liu, Sirish L. Shah:
LSTM-based model predictive control with discrete inputs for irrigation scheduling. CoRR abs/2112.06352 (2021) - [i2]Soumya R. Sahoo, Bernard T. Agyeman, Sarupa Debnath, Jinfeng Liu:
Knowledge-based optimal irrigation scheduling of agro-hydrological systems. CoRR abs/2112.06354 (2021) - 2020
- [i1]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 abs/2010.07037 (2020)
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