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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 View5

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 View5

Backstepping control integrated with Lyapunov-based model predictive control File

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

Article Issue Date2019-01 View3

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 View16

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 View5

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 View4

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 View3

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 View5

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 View3

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 View5

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 View6

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 View5

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 View6

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 View4

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 View5

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