Seung Heon Oh

According to our database, Seung Heon Oh authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Artificial Intelligence in Combat Decision-Making: Weapon Target Assignment via Reinforcement Learning and Graph Neural Networks.

Seung Heon Oh, Geon Woong Byeon, Young-in Cho, Seungmin Kwon, Jong Hun Woo

IEEE Trans. Cybern., February, 2026

Variational Approach for Job Shop Scheduling.

Seung Heon Oh, Ji-Won Baek, Ki Young Cho, Hee Chang Yoon, Jong Hun Woo

CoRR, February, 2026

Framework for state features design in job shop scheduling with deep reinforcement learning: Beyond empirical approaches.

Seung Heon Oh, Young-in Cho, Hyunjin Oh, Ji-Won Baek, Seung-Woo Han, Jong Hun Woo

J. Comput. Des. Eng., 2026

Crystal graph convolutional neural network-based reinforcement learning for adaptive shipyard block transportation scheduling.

Seung-Woo Han, Seung Heon Oh, Jong Hun Woo

Eng. Appl. Artif. Intell., 2026

2024

Graph-To-Sequence Approach for Job Shop Scheduling Problem.

Seung Heon Oh, Young In Cho, Seung-Woo Han, Jong Hun Woo

Proceedings of the Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments, 2024

2023

Discrete Event Simulation of Aircraft Sortie Generation on an Aircraft Carrier.

Hee Chang Yoon, Seung Heon Oh, Jong Hun Woo, Jung-Hoon Chung, Hyuk Lee, Sun-Ah Jung

Proceedings of the Winter Simulation Conference, 2023

Applying Multi-agent Reinforcement Learning and Graph Neural Networks to Flexible Job Shop Scheduling Problem.

Seung Heon Oh, Young In Cho, Jong Hun Woo

Proceedings of the Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures, 2023

2022

Distributional reinforcement learning with the independent learners for flexible job shop scheduling problem with high variability.

Seung Heon Oh, Young In Cho, Jong Hun Woo

J. Comput. Des. Eng., 2022

Development of Des Application for Factory Material Flow Simulation With Simpy.

So Hyun Nam, Seung Heon Oh, Hee Chang Yoon, Young In Cho, Ki Young Cho, Dong-Hoon Kwak, Jong Hun Woo

Proceedings of the Winter Simulation Conference, 2022