Kim, Yeoneung

3 publications

ICLR 2026 Instance-Dependent Fixed-Budget Pure Exploration in Reinforcement Learning Yeongjong Kim, Yeoneung Kim, Kwang-Sung Jun

L4DC 2025 Approximate Thompson Sampling for Learning Linear Quadratic Regulators with $O(\sqrt{T})$ Regret Yeoneung Kim, Gihun Kim, Jiwhan Park, Insoon Yang

NeurIPS 2022 Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs Yeoneung Kim, Insoon Yang, Kwang-Sung Jun