Kihyuk Hong
6 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
regret bound
(3)
sample complexity
(2)
value iteration
(2)
primal-dual algorithm
(2)
linear mdp
(2)
average-reward reinforcement learning
(2)
dynamic regret
(1)
markov decision process
(1)
average reward
(1)
partial data coverage
(1)
lagrangian method
(1)
non-stationary bandit
(1)
linear markov decision process
(1)
kernel bandit
(1)
non-stationary optimization
(1)
dynamic regret bound
(1)
randomized strategy
(1)
optimistic value iteration
(1)
linear mixture model
(1)
discounted markov decision process
(1)
Papers
A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs
ICML 2025
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 Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs
ICML 2024
A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning
AISTATS 2024
An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge
AISTATS 2023