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ORCIDKihyuk Hong
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2020 – today
- 2025
[c6]Woojin Chae, Kihyuk Hong, Yufan Zhang, Ambuj Tewari, Dabeen Lee:
Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span. AISTATS 2025: 2737-2745- [c5]Kihyuk Hong, Woojin Chae, Yufan Zhang, Dabeen Lee, Ambuj Tewari:
Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs via Approximation by Discounted-Reward MDPs. AISTATS 2025: 2989-2997 - [c4]Kihyuk Hong, Ambuj Tewari:
A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs. ICML 2025 - [i8]Kihyuk Hong, Ambuj Tewari:
A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs. CoRR abs/2504.11997 (2025) - [i7]Marc Brooks, Gabriel Durham, Kihyuk Hong, Ambuj Tewari:
Generator-Mediated Bandits: Thompson Sampling for GenAI-Powered Adaptive Interventions. CoRR abs/2505.16311 (2025) - [i6]Kihyuk Hong, Ambuj Tewari:
Offline Constrained Reinforcement Learning under Partial Data Coverage. CoRR abs/2505.17506 (2025) - 2024
- [c3]Kihyuk Hong, Yuhang Li, Ambuj Tewari:
A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning. AISTATS 2024: 280-288 - [c2]Kihyuk Hong, Ambuj Tewari:
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs. ICML 2024: 18711-18737 - [i5]Kihyuk Hong, Ambuj Tewari:
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Low-Rank MDPs. CoRR abs/2402.04493 (2024) - [i4]Kihyuk Hong, Yufan Zhang, Ambuj Tewari:
Provably Efficient Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs. CoRR abs/2405.15050 (2024) - [i3]Woojin Chae, Kihyuk Hong, Yufan Zhang, Ambuj Tewari, Dabeen Lee:
Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span. CoRR abs/2410.14992 (2024) - 2023
- [c1]Kihyuk Hong, Yuhang Li, Ambuj Tewari:
An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge. AISTATS 2023: 3048-3085 - [i2]Kihyuk Hong, Yuhang Li, Ambuj Tewari:
A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning. CoRR abs/2306.07818 (2023) - 2022
- [i1]Kihyuk Hong, Yuhang Li, Ambuj Tewari:
An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge. CoRR abs/2205.14775 (2022)
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