Projects

Funded, academic, and industry research projects.

Funded

VIPCGRL: Human-Aligned Procedural Level Generation

Co-Principal Investigator · 2023.09 – 2025.07 · Team of 4

Multimodal (text + level + sketch) shared embedding for human-aligned procedural content generation via reinforcement learning.

PCGRL reinforcement learning multimodal contrastive learning

Funded

Smart Insole: Tactile-Based Human Sensing

Research Contributor (2nd Author) · 2023.03 – 2025.07 · Team of 5

3D human pose estimation and action recognition from foot pressure data using a wireless high-resolution smart insole sensor (GIST-MIT collaboration).

pose estimation tactile sensing wearable multi-task learning

Academic

Automatic Curriculum Design for Human-AI Coordination

Research Contributor (3rd Author) · 2023.09 – 2024.08 · Team of 3

Extends multi-agent Unsupervised Environment Design (UED) to zero-shot human-AI coordination using return-based utility and prioritized co-player sampling in Overcooked-AI.

human-AI coordination curriculum learning multi-agent RL zero-shot generalization

Industry

Samsung C-Lab: Art Activity Recognition & Detection

Research Engineer (Undergraduate) · 2022.03 – 2022.12 · Team of 4

Android app for real-time art creation behavior recognition (HAR) and artwork region detection (PFD) in collaboration with Samsung C-Lab.

activity recognition object detection mobile AI android