Joohyun Shin

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 7

Top Topics

Recent Progress

Selection Scheme

Reinforcement Learning

Function Approximators

Top Venues

Comput. Chem. Eng.

Concurr. Comput. Pract. Exp.

Publications

Seong Wan Park, Libor Mesicek, Joohyun Shin, Kitae Bae, Kyungjin An, Hoon Ko
Customizing intelligent recommendation study with multiple advisors based on hierarchy structured fuzzy-analytic hierarchy process. Concurr. Comput. Pract. Exp. 33 (23) (2021)
Joohyun Shin, Thomas A. Badgwell, Kuang-Hung Liu, Jay H. Lee
Reinforcement Learning - Overview of recent progress and implications for process control. Comput. Chem. Eng. 127 (2019)
Joohyun Shin, Jay H. Lee
Multi-timescale, multi-period decision-making model development by combining reinforcement learning and mathematical programming. Comput. Chem. Eng. 121 (2019)
Kyungseok Noh, Joohyun Shin, Jay H. Lee
An optimization based strategy for crude selection in a refinery with lube hydro-processing. Comput. Chem. Eng. 116 (2018)
Jay H. Lee, Joohyun Shin, Matthew J. Realff
Machine learning: Overview of the recent progresses and implications for the process systems engineering field. Comput. Chem. Eng. 114 (2018)
Joohyun Shin, Jay H. Lee, Matthew J. Realff
Stochastic optimization with value function approximation for micro-grid operation. CDC (2016)
Joohyun Shin, Jay H. Lee
Multi-time scale procurement planning considering multiple suppliers and uncertainty in supply and demand. Comput. Chem. Eng. 91 (2016)