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Bernard T. Agyeman

university of minnesota

8H-index
47Paper Count
183Citation Count
Published Papers 13
Publication Date
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Graph-based imitation and reinforcement learning for efficient Benders decomposition
errAIChE Journal
IF4
err2026-03-11
err0
errOAAI
errBernard T. Agyeman; Zhe Li; Ilias Mitrai; Prodromos Daoutidis
errShare
errSave
Learning to control inexact Benders decomposition via reinforcement learning
errComputers & Chemical Engineering
IF3.9
err2025-10-28
err0
PREAI
errZhe Li; Bernard T. Agyeman; Ilias Mitrai; Prodromos Daoutidis
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errSave
Sensitivity-informed parameter selection for improved soil moisture estimation from remote sensing data
errControl Engineering Practice
IF4.6
err2025-09-27
err0
errOAAI
errBernard T. Agyeman; Erfan Orouskhani; Mohamed Naouri; Willemijn M. Appels; Maik Wolleben; Jinfeng Liu; Sirish L. Shah
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errSave
Computing control invariant set using reinforcement learning by leveraging default value function
errComputers & Chemical Engineering
IF3.9
err2025-06-30
err0
errOAAI
errSong Bo; Bernard T. Agyeman; Benjamin Decardi-Nelson; Haihan Wang; Jinfeng Liu
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errSave
Performance Triggered Adaptive Model Reduction for Soil Moisture Estimation in Precision Irrigation
errINTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING
IF3.8
err2025-04-24
err0
errOAAI
errSarupa Debnath; Bernard Twum Agyeman; Soumya Ranjan Sahoo; Xunyuan Yin; Jinfeng Liu
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errSave
A semi-centralized multi-agent RL framework for efficient irrigation scheduling
errCONTROL ENGINEERING PRACTICE
IF4.6
err2025-02-01
err0
errOAAI
errAgyeman, Bernard T.; Decardi-Nelson, Benjamin; Liu, Jinfeng; Shah, Sirish L.
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errSave
ReLU surrogates in mixed-integer MPC for irrigation scheduling
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2024-11-01
err0
errOAAI
errAgyeman, Bernard T.; Liu, Jinfeng; Shah, Sirish L.
errShare
errSave
Learning-based multi-agent MPC for irrigation scheduling
errCONTROL ENGINEERING PRACTICE
IF4.6
err2024-06-01
err8
errOAAI
errAgyeman, Bernard T.; Naouri, Mohamed; Appels, Willemijn M.; Liu, Jinfeng; Shah, Sirish L.
errShare
errSave
Control invariant set enhanced safe reinforcement learning: Improved sampling efficiency, guaranteed stability and robustness
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-11-01
err2
errOAAI
errBo, Song; Agyeman, Bernard T.; Yin, Xunyuan; Liu, Jinfeng
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errSave
Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2023-11-01
err3
errOAAI
errObiri, Sandra A.; Bo, Song; Agyeman, Bernard T.; Debnath, Sarupa; Decardi-Nelson, Benjamin; Liu, Jinfeng
errShare
errSave
Impact of sensor placement in soil water estimation: a real-case study
errIRRIGATION SCIENCE
IF3.5
err2023-01-10
err5
PREAI
errOrouskhani, Erfan; Sahoo, Soumya; Agyeman, Bernard; Bo, Song; Liu, Jinfeng
errShare
errSave
Knowledge-Based Optimal Irrigation Scheduling of Agro-Hydrological Systems
errSUSTAINABILITY
IF3.3
err2022-01-24
err8
errOAAI
errSahoo, Soumya R.; Agyeman, Bernard T.; Debnath, Sarupa; Liu, Jinfeng
errShare
errSave
Soil moisture map construction by sequential data assimilation using an extended Kalman filter
errJOURNAL OF HYDROLOGY
IF6.3
err2021-07-01
err23
PREAI
errAgyeman, Bernard T.; Bo, Song; Sahoo, Soumya R.; Yin, Xunyuan; Liu, Jinfeng; Shah, Sirish L.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Sirish L. Shah
H-index: 65 · Papers: 498
宋
宋波 (Bo Song)
H-index: 58 · Papers: 311
P
Pródromos Daoutidis
H-index: 55 · Papers: 395
宋
宋波 (Bo Song)
H-index: 51 · Papers: 547
J
Jinfeng Liu
H-index: 41 · Papers: 372
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