Chang-Hun Ji

According to our database, Chang-Hun Ji authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

Flow Matching Integrated Decision Transformer for Offline Reinforcement Learning.

Asel Nurlanbek Kyzy, Chang-Hun Ji, Min-Jun Kim, Youn-Hee Han

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2026

2025

Curiosity-driven dual-policy action selection in temporal difference learning for model predictive control.

Chang-Hun Ji, Yohan Choi, Youn-Hee Han

Neural Comput. Appl., July, 2025

Decision Transformer-Based Drone Trajectory Planning with Dynamic Safety-Efficiency Trade-Offs.

Chang-Hun Ji, SiWoon Song, Youn-Hee Han, Sungtae Moon

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Accelerating Convergence in Distributed Reinforcement Learning via Asynchronous PPO.

Asel Nurlanbek Kyzy, Chang-Hun Ji, Yohan Choi, Yeong-Jun Seok, Ihsan Ullah, Youn-Hee Han

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2025

2024

Real-Time Parameter Control for Trajectory Generation Using Reinforcement Learning With Zero-Shot Sim-to-Real Transfer.

Chang-Hun Ji, Gyeonghun Lim, Youn-Hee Han, Sungtae Moon

IEEE Access, 2024

Graph-Powered Reinforcement Learning for Intelligent Task Offloading in Vehicular Networks.

Ihsan Ullah, Hyun-Kyo Lim, Yeong-Jun Seok, Naeem Ul Islam, Chang-Hun Ji, Youn-Hee Han

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

2023

Dual Policy-Based TD-Learning for Model Predictive Control.

Chang-Hun Ji, Ho-bin Choi, Joo-Seong Heo, Ju-Bong Kim, Hyun-Kyo Lim, Youn-Hee Han

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023