Sangwoo Shin
![SangwooShin.jpeg](/assets/img/SangwooShin.jpeg?c41909b88c24ad4f3e540db09821b9b8)
Hello! I am a M.S. student at Sungkyunkwan University in South Korea. I am a member of the CSI-Agent Group and am being advised by Professor Honguk Woo.
My research interest lies at the intersection of natural language processing (NLP) and reinforcement learning (RL). This involves grounding advanced language models in real-world robotic agents to enable them to perform complex tasks across various environments. It also includes using RL to address the alignment problem in language models.
Prior to my graduate studies, I completed a B.S degree in mathematics, and I am currently working as a Research Intern at LG AI Research.
news
May 16, 2024 | Our SemGro paper got accepted to ACL Findings 2024! |
---|---|
Dec 9, 2023 | Our SemTra paper got accepted to AAAI2024! |
Oct 10, 2023 | Excited to join LG AI Research as a Research Intern! |
Apr 24, 2023 | Our OnIS paper got accepted to ICML2023! |
selected publications
- 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
- ConferenceSkills Regularized Task Decomposition for Multi-task Offline Reinforcement LearningIn NeurIPS, 2022