Bernard T. Agyeman

16 papers C 1Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning to control inexact Benders decomposition via reinforcement learning. Comput. Chem. Eng. Zhe Li, Bernard T. Agyeman, Ilias Mitrai, Prodromos Daoutidis
2025	J	`jnl`	Computing control invariant set using reinforcement learning by leveraging default value function. Comput. Chem. Eng. Song Bo, Bernard T. Agyeman, Benjamin Decardi-Nelson, Haihan Wang, Jinfeng Liu
2024	J	`jnl`	A semi-centralized multi-agent RL framework for efficient irrigation scheduling. CoRR Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu, Sirish L. Shah
2024	J	`jnl`	Performance triggered adaptive model reduction for soil moisture estimation in precision irrigation. CoRR Sarupa Debnath, Bernard T. Agyeman, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu
2024	J	`jnl`	ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling. CoRR Bernard T. Agyeman, Jinfeng Liu, Sirish L. Shah
2023	—	`conf`	An Error-Triggered Adaptive Model Reduction and Soil Moisture Estimation for Agro-Hydrological System. CDC Sarupa Debnath, Soumya Ranjan Sahoo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
2023	J	`jnl`	Control invariant set enhanced safe reinforcement learning: Improved sampling efficiency, guaranteed stability and robustness. Comput. Chem. Eng. Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
2023	J	`jnl`	Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness. CoRR Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
2023	J	`jnl`	Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling. CoRR Bernard T. Agyeman, Mohamed Naouri, Willemijn Appels, Jinfeng Liu, Sirish L. Shah
2023	J	`jnl`	Maximizing soil moisture estimation accuracy through simultaneous hydraulic parameter estimation using microwave remote sensing: Methodology and application. CoRR Bernard T. Agyeman, Erfan Orouskhani, Mohamed Naouri, Willemijn Appels, Maik Wolleben, Jinfeng Liu, Sirish L. Shah
2023	J	`jnl`	Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning. CoRR Sandra A. Obiri, Song Bo, Bernard T. Agyeman, Benjamin Decardi-Nelson, Jinfeng Liu
2022	J	`jnl`	Impact of sensor placement in soil water estimation: A real-case study. CoRR Erfan Orouskhani, Soumya R. Sahoo, Bernard T. Agyeman, Song Bo, Jinfeng Liu
2021	J	`jnl`	Knowledge-based optimal irrigation scheduling of agro-hydrological systems. CoRR Soumya R. Sahoo, Bernard T. Agyeman, Sarupa Debnath, Jinfeng Liu
2021	J	`jnl`	LSTM-based model predictive control with discrete inputs for irrigation scheduling. CoRR Bernard T. Agyeman, Soumya R. Sahoo, Jinfeng Liu, Sirish L. Shah
2021	C	`conf`	Soil moisture map construction by sequential data assimilation using an extended Kalman filter. ACC Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
2020	J	`jnl`	Soil moisture map construction using microwave remote sensors and sequential data assimilation. CoRR Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah