One paper accepted to CKAIA 2022 + selected as one of the best papers!
Near-Optimal Clustering in Block MDPs with Implications on Reward-Free RL
One paper (Near-Optimal Clustering in Block MDPs with Implications on Reward-Free RL) is accepted to CKAIA 2022! This is joint work with Yassir Jedra and Alexandre Proutiere (KTH DCS), and Se-Young Yun (KAIST AI).
This is a short version of our submitted preprint Nearly Optimal Latent State Decoding in Block MDPs.
Junghyun Lee
PhD Student
PhD student at GSAI, KAIST, jointly advised by Prof. Se-Young Yun and Prof. Chulhee Yun. Interested in mathematical and theoretical AI, where I am interested in explaining the recent success of machine/deep learning algorithms and designing mathematically well-grounded algorithms for various scenarios.