I am a Research Scientist at Riiid, working on various modules for intelligent tutoring systems. Previously, I received my Master's degree at ALIN lab, KAIST, under the supervision of Jinwoo Shin. I received my Bachelor's degree in Mathematical Sciences at KAIST.
Contact: seunghyun [dot] lee [at] riiid [dot] co
(C: conference / W: workshop / J: journal / P: preprint) (* equal contribution)
[C2] Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble [pdf] [code]
Seunghyun Lee*, Younggyo Seo*, Kimin Lee, Pieter Abbeel, and Jinwoo Shin
Conference on Robot Learning (CoRL) 2021
Previous version [pdf] was presented at NeurIPS Workshop on Offline RL 2020 (Oral Presentation) & NeurIPS Workshop on Deep RL 2020
[C1] Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning [pdf] [code] [site]
Kimin Lee*, Younggyo Seo*, Seunghyun Lee, Honglak Lee, and Jinwoo Shin
I developed Korean Computer Scientist Search (KCSS) during my undergraduate internship at ALIN lab, with Junho Han and Jinwoo Shin.
M.S. in Artificial Intelligence, KAIST, Daejeon, Korea (2021)
B.S. in Mathematical Sciences (summa cum laude), KAIST, Daejeon, Korea (2019)
Rangitoto College, Auckland, New Zealand (2012)
TA, AI602 Advanced Deep Learning, Spring 2021, KAIST
TA, GCT634/AI613 Musical Applications of Machine Learning, Fall 2020, KAIST
TA, AI605 Deep Learning for Natural Language Processing, Spring 2020, KAIST
TA, AI602 Advanced Deep Learning, Fall 2019, KAIST
TA, HSS436 Philosophy of Mind, Spring 2015, KAIST
I served as a reviewer for ICML2021.