[email protected]

I am a PhD student in MLAI Lab at KAIST, advised by Prof. Sung Ju Hwang.

I completed MS program in the same group, and received my BS at KAIST CS.

My research interest is machine learning approach for sequential decision making problems, including reinforcement learning and robotics.

Publications

LiFT: Unsupervised Reinforcement Learning with Foundation Models as Teachers

NeurIPS 2023 Workshop ALOE [paper] [project] [code] Taewook Nam*, Juyong Lee*****, Jesse Zhang, Sung Ju Hwang, Joseph J Lim, Karl Pertsch

Skill-Based Meta-Reinforcement Learning

ICLR 2022 [paper] [project] Taewook Nam, Shao-Hua Sun, Karl Pertsch, Sung Ju Hwang, Joseph J. Lim

Meta Dropout : Learning to Perturb Latent Features For Generalization

ICLR 2020 [paper] [code] Hae Beom Lee, Taewook Nam, Eunho Yang, Sung Ju Hwang