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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 View108

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 View78

A reinforcement learning approach to parameter selection for distributed optimal power flow File

Zeng, Sihan , Kody, Alyssa , Kim, Youngdae , Kim, Kibaek , Molzahn, Daniel K.

Article Issue Date2022-11 View81

A strategic plan to provide management services for urban green spaces during heat waves using a collaborative truck-and-robot system File

Yoon, Seokho , Jung, Sung Uk , Kweon, Sang Jin , Lee, Seokgi , Na, Hyeong Suk

Article Issue Date2025-12 View9725

An efficient reinforcement learning action strategy for topology optimization: application to muffler design File File

Oh, Kee Seung , Kim, Yoon Young , Chung, Hayoung , Oh, Joo Hwan

Article Issue Date2026-02 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 View209

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 View188

Autonomous real-time control for membrane capacitive deionization File

Shim, Jaegyu , Lee, Suin , Yun, Nakyeong , Son, Moon , Chae, Sung Ho , Cho, Kyung Hwa

Article Issue Date2024-09 View162

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 View82

Cooperative Multi-Agent Deep Reinforcement Learning Methods for UAV-Aided Mobile Edge Computing Networks File

Kim, Mintae , Lee, Hoon , Hwang, Sangwon , Debbah, Merouane , Lee, Inkyu

Article Issue Date2024-12 View176

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 View103

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 View67

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 View97

Model-based safe reinforcement learning for nonlinear systems under uncertainty with constraints tightening approach File

Kim, Yeonsoo , Oh, Tae Hoon

Article Issue Date2024-04 View118

Optimizing membrane cleaning strategy of industrial reverse osmosis process using long sequence time-series forecasting File

Shim, Jaegyu , Lee, Seunghyeon , Park, Sanghun , Moon, Jeongwoo , Lee, Chulmin , Cho, Kyung Hwa

Article Issue Date2025-11 View4

Optimizing olefin purification: An artificial intelligence-based process-conscious PI controller tuning for double dividing wall column distillation File

Syauqi, Ahmad , Kim, Heehyang , Lim, Hankwon

Article Issue Date2024-11 View117

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 View134

Quantitative comparison of reinforcement learning and data-driven model predictive control for chemical and biological processes File

Oh, Tae Hoon

Article Issue Date2024-02 View140

Reinforcement learning approach to goal-regulation in a self-evolutionary manufacturing system File

Jung, Mooyoung , Shin, Moonsoo , Ryu, Kwangyeol

Article Issue Date2012-08 View213

Reinforcement Learning Heuristic A File

Ha, Junhyoung , An, Byungchul , Kim, Soonkyum

Article Issue Date2023-03 View79

Reinforcement learning-based toolpath optimisation with 3D U-Net driven rapid thermal prediction File File

Kim, Taekyeong , Kim, Dohyean , Kwon, Soon-Sung , Sing, Swee Leong , Kim, Namhun , Jung, Im Doo

Article Issue Date2026-02 View25

Simplified reinforcement learning-based distributed consensus neural network control for second-order uncertain nonlinear multi-agent systems File

Truong, Hoai Vu Anh , Lee, Chanyong , Kwon, Cheolhyeon

Article Issue Date2026-10 View7

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 View122

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