Dong Gu Choi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Credit Assignment

Top Venues

Expert Syst. Appl.

INFORMS J. Appl. Anal.

Oper. Res. Lett.

Publications

Hyungjun Park, Min Kyu Sim, Dong Gu Choi
Twin-system recurrent reinforcement learning for optimizing portfolio strategy. Expert Syst. Appl. 253 (2024)
Jaewon Choi, Taeyoung Yu, Dong Gu Choi
Dynamic OHT Routing Using Travel Time Approximation Based on Deep Neural Network. IEEE Access 12 (2024)
Seokwoo Kim, Dong Gu Choi
A sample robust optimal bidding model for a virtual power plant. Eur. J. Oper. Res. 316 (3) (2024)
Hyungkyu Cheon, Dong Gu Choi
Generalization of weighted-egalitarian Shapley values. Oper. Res. Lett. 54 (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)