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Changwoo Yoo
Hi there! I'm an M.S. student at KAIST AI, advised by Prof. Kee-Eung Kim.
My goal is to build a system that enables self-evolving robots without any human supervision.
Towards this goal, I am currently focusing on reinforcement learning and reward model learning algorithms.
Email /
CV /
Scholar /
Github /
LinkedIn
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Learning Social Navigation from Positive and Negative Demonstrations and Rule-Based Specifications
Chanwoo Kim,
Jihwan Yoon,
Hyeonseong Kim,
Taemoon Jeong,
Changwoo Yoo,
Seungbeen Lee,
Soohwan Byeon,
Hoon Chung,
Matthew Pan,
Jean Oh,
Kyungjae Lee,
Sungjoon Choi
ICRA, 2026  
project page
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arXiv
Learning a density-based reward from positive and negative demonstrations augmented with rule-based safety constraints to balance adaptability and reliability.
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