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Showing results 1 to 13 of 13

A deep reinforcement learning approach for solving the Traveling Salesman Problem with Drone File

Bogyrbayeva, Aigerim , Yoon, Taehyun , Ko, Hanbum , Lim, Sungbin , Yun, Hyokun , Kwon, Changhyun

Article Issue Date2023-03 View5
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 View8
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 View9
Autonomous calibration of EFDC for predicting chlorophyll-a using reinforcement learning and a real-time monitoring system File

Hong, Seok Min , Abbas, Ather , Kim, Soobin , Kwon, Do Hyuck , Yoon, Nakyung , Yun, Daeun , Lee, Sanguk , Pachepsky, Yakov , Pyo, Jongcheol , Cho, Kyung Hwa

Article Issue Date2023-10 View8
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 View8
Decentralized Computation Offloading with Cooperative UAVs: Multi-Agent Deep Reinforcement Learning Perspective File

Hwang, Sangwon , Lee, Hoon , Park, Juseong , Lee, Inkyu

Article Issue Date2022-08 View11
Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture File

Ladosz, Pawel , Ben-Iwhiwhu, Eseoghene , Dick, Jeffery , Ketz, Nicholas , Kolouri, Soheil , Krichmar, Jeffrey L. , Pilly, Praveen K. , Soltoggio, Andrea

Article Issue Date2022-05 View4
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 View7
Model-based safe reinforcement learning for nonlinear systems under uncertainty with constraints tightening approach File

Kim, Yeonsoo , Oh, Tae Hoon

Article Issue Date2024-04 View24
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 View7
Quantitative comparison of reinforcement learning and data-driven model predictive control for chemical and biological processes File

Oh, Tae Hoon

Article Issue Date2024-02 View8
Reinforcement learning approach to goal-regulation in a self-evolutionary manufacturing system File

Jung, Mooyoung , Shin, Moonsoo , Ryu, Kwangyeol

Article Issue Date2012-08 View10
Strategy to coordinate actions through a plant parameter prediction model during startup operation of a nuclear power plant File File

Kim, Jae Min , Bae, Junyong , Lee, Seung Jun

Article Issue Date2023-05 View11
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