An LSTM‐based mixed‐integer model predictive control for irrigation scheduling von Agyeman, Bernard T., Sahoo, Soumya R., Liu, Jinfeng, Shah, Sirish L.

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Sensor Selection and State Estimation of Continuous mAb Production Processes von Obiri, Sandra A., Agyeman, Bernard T., Debnath, Sarupa, Liu, Siyu, Liu, Jinfeng

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Knowledge-Based Optimal Irrigation Scheduling of Agro-Hydrological Systems von Sahoo, Soumya R., Agyeman, Bernard T., Debnath, Sarupa, Liu, Jinfeng

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Control invariant set enhanced safe reinforcement learning: Improved sampling efficiency, guaranteed stability and robustness von Bo, Song, Agyeman, Bernard T., Yin, Xunyuan, Liu, Jinfeng

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ReLU surrogates in mixed-integer MPC for irrigation scheduling von Agyeman, Bernard T., Liu, Jinfeng, Shah, Sirish L.

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Soil moisture map construction by sequential data assimilation using an extended Kalman filter von Agyeman, Bernard T., Bo, Song, Sahoo, Soumya R., Yin, Xunyuan, Liu, Jinfeng, Shah, Sirish L.

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A semi-centralized multi-agent RL framework for efficient irrigation scheduling von Agyeman, Bernard T., Decardi-Nelson, Benjamin, Liu, Jinfeng, Shah, Sirish L.

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Learning-based multi-agent MPC for irrigation scheduling von Agyeman, Bernard T., Naouri, Mohamed, Appels, Willemijn M., Liu, Jinfeng, Shah, Sirish L.

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Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning von Obiri, Sandra A., Bo, Song, Agyeman, Bernard T., Debnath, Sarupa, Decardi-Nelson, Benjamin, Liu, Jinfeng

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Sensor Selection and State Estimation of Continuous ImAb/I Production Processes von Obiri, Sandra A, Agyeman, Bernard T, Debnath, Sarupa, Liu, Siyu, Liu, Jinfeng

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Semi-centralized Multi-agent RL for Irrigation Scheduling von Agyeman, Bernard T., Liu, Jinfeng, Shah, Sirish L.

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Irrigation management zone delineation and optimal irrigation scheduling for center pivot irrigation systems von Agyeman, Bernard T., Naouri, Mohamed, Appels, Willemijn, Liu, Jinfeng

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Input-output selection for LSTM-based reduced-order state estimator design von Debnath, Sarupa, Sahoo, Soumya R., Agyeman, Bernard T., Liu, Jinfeng

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ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling von Agyeman, Bernard T, Liu, Jinfeng, Shah, Sirish L

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Model reduction for soil moisture and hydraulic parameter estimation using sequential triggers von Debnath, Sarupa, Sahoo, Soumya R., Agyeman, Bernard T., Yin, Xunyuan, Liu, Jinfeng

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Knowledge-based optimal irrigation scheduling of three-dimensional agro-hydrological systems von Sahoo, Soumya R., Agyeman, Bernard T., Debnath, Sarupa, Liu, Jinfeng

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LSTM-based model predictive control with discrete actuators for irrigation scheduling von Agyeman, Bernard T., Sahoo, Soumya R., Liu, Jinfeng, Shah, Sirish L.

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Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness von Bo, Song, Agyeman, Bernard T, Yin, Xunyuan, Liu, Jinfeng

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Replication Data for: Learning-based multi-agent MPC for irrigation scheduling von Agyeman, Bernard T., Liu, Jinfeng

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Impact of sensor placement in soil water estimation von Orouskhani, Erfan, Sahoo, Soumya R., Agyeman, Bernard T., Bo, Song, Liu, Jinfeng

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