Ha-Eun Byun

Orcid: 0000-0002-2925-1239

According to our database1, Ha-Eun Byun authored at least 6 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Non-myopic Bayesian optimization using model-free reinforcement learning and its application to optimization in electrochemistry.
Comput. Chem. Eng., 2024

2023
Embedding active learning in batch-to-batch optimization using reinforcement learning.
Autom., November, 2023

2022
Multi-step lookahead Bayesian optimization with active learning using reinforcement learning and its application to data-driven batch-to-batch optimization.
Comput. Chem. Eng., 2022

2021
Reinforcement learning for batch process control: Review and perspectives.
Annu. Rev. Control., 2021

2020
Multi-objective optimization of operation of lignocellulosic acetone-butanol-ethanol fermentation with ex situ butanol recovery (ESBR).
Comput. Chem. Eng., 2020

Robust Dual Control of Batch Processes with Parametric Uncertainty using Proximal Policy Optimization.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020


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