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A model-based deep reinforcement learning method applied to finite-horizon optimal control of nonlinear control-affine system File

Kim, Jong Woo , Park, Byung Jun , Yoo, Haeun , Oh, Tae Hoon , Lee, Jay H. , Lee, Jong Min

Article Issue Date2020-03 View77

Automatic control of simulated moving bed process with deep Q-network File

Oh, Tae Hoon , Kim, Jong Woo , Son, Sang Hwan , Kim, Hosoo , Lee, Kyungmoo , Lee, Jong Min

Article Issue Date2021-06 View209

Backstepping control integrated with Lyapunov-based model predictive control File

Kim, Yeonsoo , Oh, Tae Hoon , Park, Taekyoon , Lee, Jong Min

Article Issue Date2019-01 View65

Conceptual Design of an Energy-Efficient Process for Separating Aromatic Compounds from Naphtha with a High Concentration of Aromatic Compounds Using 4-Methyl-N-butylpyridinium Tetrafluoroborate Ionic Liquid File

Oh, Tae Hoon , Oh, Se-Kyu , Kim, Hosoo , Lee, Kyungmoo , Lee, Jong Min

Article Issue Date2017-06 View97

Convergence analysis of the deep neural networks based globalized dual heuristic programming File

Kim, Jong Woo , Oh, Tae Hoon , Son, Sang Hwan , Jeong, Dong Hwi , Lee, Jong Min

Article Issue Date2020-12 View81

Effect of Cathode and Anode Fabrication on Flexible Transparent OLED Based on PEN Film File

Lee, Hyung Jin , Lee, Eun Ji , Lim, Hyun Bin , Lee, Jong Min , Jang, Jin , Park, Lee Soon

Article Issue Date2012-11 View185

Integrating Path Integral Control With Backstepping Control to Regulate Stochastic System File

Bae, Shinyoung , Oh, Tae Hoon , Kim, Jong Woo , Kim, Yeonsoo , Lee, Jong Min

Article Issue Date2023-07 View75

Integration of reinforcement learning and model predictive control to optimize semi-batch bioreactor File

Oh, Tae Hoon , Park, Hyun Min , Kim, Jong Woo , Lee, Jong Min

Article Issue Date2022-06 View100

Learning of model-plant mismatch map via neural network modeling and its application to offset-free model predictive control File

Son, Sang Hwan , Kim, Jong Woo , Oh, Tae Hoon , Jeong, Dong Hwi , Lee, Jong Min

Article Issue Date2022-07 View109

Model-based reinforcement learning and predictive control for two-stage optimal control of fed-batch bioreactor File

Kim, Jong Woo , Park, Byung Jun , Oh, Tae Hoon , Lee, Jong Min

Article Issue Date2021-11 View94

Move blocked model predictive control with guaranteed stability and improved optimality using linear interpolation of base sequences File

Son, Sang Hwan , Park, Byung Jun , Oh, Tae Hoon , Kim, Jong Woo , Lee, Jong Min

Article Issue Date2021-11 View92

Move blocked model predictive control with improved optimality using semi-explicit approach for applying time-varying blocking structure File

Son, Sang Hwan , Oh, Tae Hoon , Kim, Jong Woo , Lee, Jong Min

Article Issue Date2020-08 View105

Multi-strategy control to extend the feasibility region for robust model predictive control File

Oh, Tae Hoon , Kim, Jong Woo , Son, Sang Hwan , Jeong, Dong Hwi , Lee, Jong Min

Article Issue Date2022-08 View101

Primal-dual differential dynamic programming: A model-based reinforcement learning for constrained dynamic optimization File

Kim, Jong Woo , Oh, Tae Hoon , Son, Sang Hwan , Lee, Jong Min

Article Issue Date2022-11 View128

Q-learning-based stochastic model predictive control for green ammonia production File

Park, Hyun Min , Oh, Tae Hoon , Lee, Jong Min

Article Issue Date2026-04 View5

Self-Converted Scaffold Enables Dendrite-Free and Long-Life Zn-Ion Batteries File File

Kim, Jihun , Seo, Joon Kyo , Song, Jinju , Choi, Sunghun , Park, Junsu , Park, Hyeonghun , Song, Jeonghwan , Noh, Jae-Hyun , Oh, Gwangeon , Seo, Min Ho , et al

Article Issue Date2024-08 View155

Techno-economic assessment and feature importance analysis of gas hydrate-based carbon capture processes File

Park, Hyun Min , Lee, Jong Min , Oh, Tae Hoon

Article Issue Date2025-07 View94

Transition Model for Simulated Moving Bed Under Nonideal Conditions File

Oh, Tae Hoon , Oh, Se-Kyu , Kim, Hosoo , Lee, Kyungmoo , Lee, Jong Min

Article Issue Date2019-11 View88

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