Sangwoo Shin
Hello! I am a first-year Ph.D. student in Computer Sciences at the University of Wisconsin–Madison, advised by Professor Josiah Hanna. Previously, I received my M.S. and B.S. degrees from Sungkyunkwan University in South Korea. During my M.S., I was a member of the CSI-Agent Group, advised by Professor Honguk Woo.
My research focuses on physics-informed reinforcement learning and off-policy evaluation and learning.
news
| Mar 30, 2025 | Start my Ph.D studies at UW-Madison in Fall 2025 |
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| Sep 23, 2024 | Our CoREN paper got accepted to EMNLP Findings 2024! |
| May 16, 2024 | Our SemGro paper got accepted to ACL Findings 2024! |
selected publications
- ConferenceLLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward EnsembleIn EMNLP Findings, 2024
- ConferenceSemantic Skill Grounding for Embodied Instruction-Following in Cross-Domain EnvironmentsIn ACL Findings, 2024
- ConferenceSemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy AdaptationIn AAAI, 2024
- ConferenceOne-shot Imitation in a Non-Stationary Environment via Multi-Modal SkillIn ICML, 2023