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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 View11
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 View12
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 View10
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 View8
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 View10
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 View9
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 View10
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 View10
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 View9
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 View10
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 View9
The antioxidant enzyme Peroxiredoxin-1 controls stroke-associated microglia against acute ischemic stroke File

Kim, Sinai , Lee, Wonhyo , Jo, Huiju , Sonn, Seong-Keun , Jeong, Se-Jin , Seo, Seungwoon , Suh, Joowon , Jin, Jing , Kweon, Hyae Yon , Kim, Tae Kyeong , et al

Article Issue Date2022-08 View19
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