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Soohee Han

7 accepted papers

2026

Motion-Specific Battery Health Assessment for Quadrotors Using High-Fidelity Battery Models

ICRA 2026poster

Quadrotor endurance is ultimately limited by battery behavior, yet most energy-aware planning treats the battery as a simple energy reservoir and overlooks how flight motions induce dynamic current loads that accelerate battery degradation. This work presents an end-to-end framework for motion-aware…

2025

GenZ-ICP: Generalizable and Degeneracy-Robust LiDAR Odometry Using an Adaptive Weighting

RA-L 2025

Light detection and ranging (LiDAR)-based odometry has been widely utilized for pose estimation due to its use of high-accuracy range measurements and immunity to ambient light conditions. However, the performance of LiDAR odometry varies depending on the environment and deteriorates in degenerative

Cited by 39SourcecodeScholar
2023

Belief Projection-Based Reinforcement Learning for Environments with Delayed Feedback

NeurIPS 2023poster

We present a novel actor-critic algorithm for an environment with delayed feedback, which addresses the state-space explosion problem of conventional approaches. Conventional approaches use an augmented state constructed from the last observed state and actions executed since visiting the last obser…

Cited by 10SourcePDFScholar