Education
M.S. Artificial Intelligence
GIST (Gwangju Institute of Science and Technology)
2023.08 – 2025.07 · GPA 4.20 / 4.50
Advisor: Prof. Kyung-Joong Kim
Thesis: Human-Like Procedural Level Generation via RL with Contrastive Language-State Embedding
B.S. Computer Science & Engineering
Dongguk University
2017.03 – 2023.02 · GPA 3.96 / 4.50 · Major GPA 4.25 / 4.50
Publications
- [6]
- [5] Shared Representation for 3D Pose Estimation, Action Classification, and Progress Prediction from Tactile Signals
Isaac Han, Seoyoung Lee, Sangyeon Park, Ecehan Akan, Yiyue Luo, Jeffrey DelPreto, Kyung-Joong Kim
arXiv (2026) · Preprint - [4] Multi-Objective Instruction-Aware Representation Learning in Procedural Content Generation Reinforcement Learning
Sung-Hyun Kim, Geum-Hwan Hwang, In-Chang Baek, Seo-Young Lee, Kyung-Joong Kim
IEEE Conference on Games (CoG 2026) (2026) · AcceptedBest Paper Award Nominee
- [3]
- [2] Automatic Curriculum Design for Zero-Shot Human-AI Coordination
Won-Sang You, Tae-Gwan Ha, Seo-Young Lee, Kyung-Joong Kim
IEEE Access (2025) · Published - [1] Smart Insole: Predicting 3D Human Pose from Foot Pressure
Isaac Han, Seoyoung Lee, Sangyeon Park, Ecehan Akan, Yiyue Luo, Kyung-Joong Kim
2nd NeurIPS Workshop on Touch Processing: From Data to Knowledge, 2024 (2024) · Published
Technical Skills
Languages
ML / DL
Tools
Game Hackathon Participation
Card Game Design, Card Combat, Floor-Level PCG & Integration · 2-person team · Jul–Aug 2026 · Approximately 2 weeks
Co-designed and developed a Unity 6/C# hybrid deck-building and bullet-hell action game in a two-person team over approximately two weeks for the NHN Game × AI Hackathon preliminary submission. I was responsible for card game design, card combat, PCG that randomly generates the entire level on each floor, and related integration. The team did not advance beyond the preliminary round.
Awards & Honors
NRF Research Grant (PI)
₩12,000,000 · Jul 2024 – Jun 2025
Instruction Agent Research based on Natural Language-Reward Function Embedding
Dongguk Excellence Scholarship
2022
Certifications
Industrial Engineer Information Processing
National Technical Qualification · 2020.08