Kwangwoon University

Robotics & A.I. Lab.

We conduct foundational and applied research in robotics to enable reliable autonomy in complex, dynamic environments.

Robotics research sample

Research Highlights

All Publications
Featured Color images, event data, and grayscale reconstructions of a loader, chair, and potted plant

Noise-aware event-based image reconstruction using 3D Gaussian splatting under degraded imaging conditions

We study noise-aware image reconstruction from event data using 3D Gaussian splatting under degraded imaging conditions.

Event-Based Vision 3D Gaussian Splatting
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Featured PA-HITL object retrieval timeline showing user acceptance and rejection of replanning suggestions as fire risk changes

Priority-aware human-in-the-loop replanning for instruction-conditioned object retrieval in dynamic fire environments

We propose PA-HITL, a replanning framework that asks users to approve retrieval order changes when predicted fire risk conflicts with their instructions, preserving user priorities while improving safety.

Human-in-the-Loop Disaster Robotics
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Featured Prediction-conditioned reachability framework for safe crowd navigation

Uncertainty-calibrated Hamilton-Jacobi value learning for safe crowd navigation

We combine pedestrian prediction, learned Hamilton-Jacobi reachability, and conformal uncertainty calibration within MPC to enable efficient and reliable navigation in dense and out-of-distribution crowds.

Safe Navigation HJ Reachability
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Recent News

  • Sep 2026
    Paper accepted to IET Image Processing on event-based image reconstruction.
  • Sep 2026
    Paper accepted to IJCAS on human-in-the-loop replanning in fire environments.
  • Aug 2026
    Paper accepted to IEEE RA-L on safe crowd navigation.
  • Aug 2026
    Prof. Oh will serve as Associate Editor for ICRA 2027.
  • Jul 2026
    Four papers accepted to ICCAS 2026.
More News

Open Positions

We are recruiting motivated students passionate about robotics and AI.

Openings
  • Graduate admissions for the Spring 2027 semester are now open for advanced research applicants.
  • Undergraduate research positions are open year-round for hands-on robotics and AI experience.
Contact: jhyunoh (at) kw.ac.kr
Contact