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Ha-Eun Byun
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Pareto Dominance
Temporal Difference
Process Control
Reinforcement Learning
Top Venues
Comput. Chem. Eng.
Annu. Rev. Control.
CDC
Autom.
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Publications
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Ha-Eun Byun
,
Boeun Kim
,
Jay H. Lee
Embedding active learning in batch-to-batch optimization using reinforcement learning.
Autom.
157 (2023)
Ha-Eun Byun
,
Boeun Kim
,
Jay H. Lee
Multi-step lookahead Bayesian optimization with active learning using reinforcement learning and its application to data-driven batch-to-batch optimization.
Comput. Chem. Eng.
167 (2022)
Haeun Yoo
,
Ha-Eun Byun
,
Dongho Han
,
Jay H. Lee
Reinforcement learning for batch process control: Review and perspectives.
Annu. Rev. Control.
52 (2021)
Ha-Eun Byun
,
Boeun Kim
,
Jongkoo Lim
,
Jay H. Lee
Multi-objective optimization of operation of lignocellulosic acetone-butanol-ethanol fermentation with ex situ butanol recovery (ESBR).
Comput. Chem. Eng.
140 (2020)
Ha-Eun Byun
,
Boeun Kim
,
Jay H. Lee
Robust Dual Control of Batch Processes with Parametric Uncertainty using Proximal Policy Optimization.
CDC
(2020)