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Dong Gu Choi
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 11
Top Topics
Credit Assignment
Driver Assistance Systems
Capacity Expansion
Sharpe Ratio
Top Venues
CoRR
INFORMS J. Appl. Anal.
Comput. Oper. Res.
IEEE Trans. Ind. Informatics
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Publications
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Jaewon Choi
,
Taeyoung Yu
,
Dong Gu Choi
Dynamic OHT Routing Using Travel Time Approximation Based on Deep Neural Network.
IEEE Access
12 (2024)
Daeho Kim
,
Dong Gu Choi
The aggregator's contract design problem in the electricity demand response market.
Oper. Res.
23 (1) (2023)
Daeho Kim
,
Hyungkyu Cheon
,
Dong Gu Choi
,
Seongbin Im
Operations Research Helps the Optimal Bidding of Virtual Power Plants.
INFORMS J. Appl. Anal.
52 (4) (2022)
Hyungjun Park
,
Daiki Min
,
Jong-hyun Ryu
,
Dong Gu Choi
DIP-QL: A Novel Reinforcement Learning Method for Constrained Industrial Systems.
IEEE Trans. Ind. Informatics
18 (11) (2022)
Hansung Kim
,
Daiki Min
,
Dong Gu Choi
A sampling-based solution approach for electricity capacity expansion planning with chance constraint.
Comput. Ind. Eng.
162 (2021)
Hyungjun Park
,
Daiki Min
,
Jong-hyun Ryu
,
Dong Gu Choi
Reinforcement learning with distance-based incentive/penalty (DIP) updates for highly constrained industrial control systems.
CoRR
(2020)
Hyungjun Park
,
Min Kyu Sim
,
Dong Gu Choi
An intelligent financial portfolio trading strategy using deep Q-learning.
Expert Syst. Appl.
158 (2020)
Hyungjun Park
,
Daiki Min
,
Jong-hyun Ryu
,
Dong Gu Choi
Delayed Q-update: A novel credit assignment technique for deriving an optimal operation policy for the Grid-Connected Microgrid.
CoRR
(2020)
Hyungjun Park
,
Min Kyu Sim
,
Dong Gu Choi
An intelligent financial portfolio trading strategy using deep Q-learning.
CoRR
(2019)
Kyudong Park
,
Jiyoung Kwahk
,
Sung H. Han
,
Minseok Song
,
Dong Gu Choi
,
Hyeji Jang
,
Dohyeon Kim
,
Young Deok Won
,
In Sub Jeong
Modelling the Intrusive feelings of advanced driver assistance systems based on vehicle activity log data: a case study for the lane keeping assistance system.
CoRR
(2018)
Daiki Min
,
Jong-hyun Ryu
,
Dong Gu Choi
A long-term capacity expansion planning model for an electric power system integrating large-size renewable energy technologies.
Comput. Oper. Res.
96 (2018)