Kihyuk Hong
6 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(5)
🌉
Interdisciplinary Bridge
Conferences
AISTATS (4)
ICML (2)
Top co-authors
Keywords
neural tangent kernel
(1)
offline reinforcement learning
(1)
function approximation
(1)
constrained reinforcement learning
(1)
primal-dual optimization
(1)
sample complexity
(1)
dynamic regret
(1)
primal-dual algorithm
(1)
lagrangian method
(1)
non-stationary bandit
(1)
kernel bandit
(1)
non-stationary optimization
(1)
dynamic regret bound
(1)
randomized strategy
(1)
lagrangian function
(1)
Papers
Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span
AISTATS 2025
Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs via Approximation by Discounted-Reward MDPs
AISTATS 2025
A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs
ICML 2025
A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning
AISTATS 2024
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs
ICML 2024
An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge
AISTATS 2023