Kihyuk Hong

14 papers A* 2A 4Journal 8
YearRankTypeTitle / Venue / Authors
2025 A* conf
A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs.
ICML
Kihyuk Hong, Ambuj Tewari
2025 J jnl
A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs.
CoRR
Kihyuk Hong, Ambuj Tewari
2025 J jnl
Generator-Mediated Bandits: Thompson Sampling for GenAI-Powered Adaptive Interventions.
CoRR
Marc Brooks, Gabriel Durham, Kihyuk Hong, Ambuj Tewari
2025 A conf
Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span.
AISTATS
Woojin Chae, Kihyuk Hong, Yufan Zhang, Ambuj Tewari, Dabeen Lee
2025 J jnl
Offline Constrained Reinforcement Learning under Partial Data Coverage.
CoRR
Kihyuk Hong, Ambuj Tewari
2025 A conf
Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs via Approximation by Discounted-Reward MDPs.
AISTATS
Kihyuk Hong, Woojin Chae, Yufan Zhang, Dabeen Lee, Ambuj Tewari
2024 A* conf
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs.
ICML
Kihyuk Hong, Ambuj Tewari
2024 J jnl
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Low-Rank MDPs.
CoRR
Kihyuk Hong, Ambuj Tewari
2024 A conf
A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning.
AISTATS
Kihyuk Hong, Yuhang Li, Ambuj Tewari
2024 J jnl
Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span.
CoRR
Woojin Chae, Kihyuk Hong, Yufan Zhang, Ambuj Tewari, Dabeen Lee
2024 J jnl
Provably Efficient Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs.
CoRR
Kihyuk Hong, Yufan Zhang, Ambuj Tewari
2023 J jnl
A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning.
CoRR
Kihyuk Hong, Yuhang Li, Ambuj Tewari
2023 A conf
An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge.
AISTATS
Kihyuk Hong, Yuhang Li, Ambuj Tewari
2022 J jnl
An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge.
CoRR
Kihyuk Hong, Yuhang Li, Ambuj Tewari