Yeoneung Kim

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Hamilton Jacobi

Dynamic Environments

Reinforcement Learning

Top Venues

IEEE Robotics Autom. Lett.

SIAM J. Math. Anal.

Publications

Yeachan Park, Minseok Kim, Yeoneung Kim
Acceleration of Grokking in Learning Arithmetic Operations via Kolmogorov-Arnold Representation. CoRR (2024)
Yeoneung Kim, Gihun Kim, Insoon Yang
Approximate Thompson Sampling for Learning Linear Quadratic Regulators with O(√T) Regret. CoRR (2024)
Jae Yong Lee, Yeoneung Kim
Hamilton-Jacobi Based Policy-Iteration via Deep Operator Learning. CoRR (2024)
Namkyeong Cho, Yeoneung Kim
On the stability of Lipschitz continuous control problems and its application to reinforcement learning. CoRR (2024)
Yeoneung Kim, Gihun Kim, Insoon Yang
On Concentration Bounds for Bayesian Identification of Linear Non-Gaussian Systems. CDC (2023)
Yeoneung Kim, Insoon Yang, Kwang-Sung Jun
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs. NeurIPS (2022)
Jaeuk Shin, Astghik Hakobyan, Mingyu Park, Yeoneung Kim, Gihun Kim, Insoon Yang
Infusing Model Predictive Control Into Meta-Reinforcement Learning for Mobile Robots in Dynamic Environments. IEEE Robotics Autom. Lett. 7 (4) (2022)
Yeoneung Kim, Insoon Yang
On representation formulas for optimal control: A Lagrangian perspective. CoRR (2022)
Jaeuk Shin, Astghik Hakobyan, Mingyu Park, Yeoneung Kim, Gihun Kim, Insoon Yang
Infusing model predictive control into meta-reinforcement learning for mobile robots in dynamic environments. CoRR (2021)
Yeoneung Kim, Insoon Yang, Kwang-Sung Jun
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs. CoRR (2021)
Dohyun Kwon, Yeoneung Kim, Guido Montúfar, Insoon Yang
Training Wasserstein GANs without gradient penalties. CoRR (2021)
Yeoneung Kim, Hung V. Tran, Son N. Tu
State-Constraint Static Hamilton-Jacobi Equations in Nested Domains. SIAM J. Math. Anal. 52 (5) (2020)