Yeoneung Kim
3 papers · 2022–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
regret bound
(2)
posterior sampling
(1)
markov decision process
(1)
optimal control
(1)
stochastic control
(1)
policy iteration
(1)
linear quadratic regulator
(1)
thompson sampling
(1)
bayesian regret
(1)
physics-informed neural network
(1)
linear bandit
(1)
horizon-free regret
(1)
variance adaptation
(1)
langevin dynamics
(1)
elliptical potential
(1)
Papers
Physics-Informed Approach for Exploratory Hamilton–Jacobi–Bellman Equations via Policy Iterations
AAAI 2026
Approximate Thompson Sampling for Learning Linear Quadratic Regulators with O(√T) Regret
L4DC 2025
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs
NeurIPS 2022