Kihyuk Hong

According to our database, Kihyuk Hong authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span.

Woojin Chae, Kihyuk Hong, Yufan Zhang, Ambuj Tewari, Dabeen Lee

CoRR, 2024

Provably Efficient Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs.

Kihyuk Hong, Yufan Zhang, Ambuj Tewari

CoRR, 2024

A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Low-Rank MDPs.

Kihyuk Hong, Ambuj Tewari

CoRR, 2024

A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs.

Kihyuk Hong, Ambuj Tewari

Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning.

Kihyuk Hong, Yuhang Li, Ambuj Tewari

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge.

Kihyuk Hong, Yuhang Li, Ambuj Tewari

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023