Ha-Eun Byun

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Pareto Dominance

Reinforcement Learning

Complex Optimization Problems

Process Control

Top Venues

Comput. Chem. Eng.

Annu. Rev. Control.

Publications

Mujin Cheon, Ha-Eun Byun, Jay H. Lee
Non-myopic Bayesian optimization using model-free reinforcement learning and its application to optimization in electrochemistry. Comput. Chem. Eng. 184 (2024)
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)