Matthew Zurek

17 papers A* 6B 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Optimal Variance-Dependent Regret Bounds for Infinite-Horizon MDPs.
CoRR
Guy Zamir, Matthew Zurek, Yudong Chen
2025 J jnl
Faster Fixed-Point Methods for Multichain MDPs.
CoRR
Matthew Zurek, Yudong Chen
2025 J jnl
Optimal Single-Policy Sample Complexity and Transient Coverage for Average-Reward Offline RL.
CoRR
Matthew Zurek, Guy Zamir, Yudong Chen
2025 A* conf
Span-Agnostic Optimal Sample Complexity and Oracle Inequalities for Average-Reward RL.
COLT
Matthew Zurek, Yudong Chen
2025 J jnl
Span-Agnostic Optimal Sample Complexity and Oracle Inequalities for Average-Reward RL.
CoRR
Matthew Zurek, Yudong Chen
2025 B conf
The Plug-in Approach for Average-Reward and Discounted MDPs: Optimal Sample Complexity Analysis.
ALT
Matthew Zurek, Yudong Chen
2024 A* conf
Gap-Free Clustering: Sensitivity and Robustness of SDP.
COLT
Matthew Zurek, Yudong Chen
2024 A* conf
Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces.
ICML
Brahma S. Pavse, Matthew Zurek, Yudong Chen, Qiaomin Xie, Josiah P. Hanna
2024 A* conf
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs.
NeurIPS
Matthew Zurek, Yudong Chen
2024 J jnl
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs.
CoRR
Matthew Zurek, Yudong Chen
2024 J jnl
The Plug-in Approach for Average-Reward and Discounted MDPs: Optimal Sample Complexity Analysis.
CoRR
Matthew Zurek, Yudong Chen
2023 J jnl
Clustering Without an Eigengap.
CoRR
Matthew Zurek, Yudong Chen
2023 J jnl
Span-Based Optimal Sample Complexity for Average Reward MDPs.
CoRR
Matthew Zurek, Yudong Chen
2023 A* conf
The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types.
AAAI
Gaurav R. Ghosal, Matthew Zurek, Daniel S. Brown, Anca D. Dragan
2022 J jnl
The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types.
CoRR
Gaurav R. Ghosal, Matthew Zurek, Daniel S. Brown, Anca D. Dragan
2021 A* conf
Situational Confidence Assistance for Lifelong Shared Autonomy.
ICRA
Matthew Zurek, Andreea Bobu, Daniel S. Brown, Anca D. Dragan
2021 J jnl
Situational Confidence Assistance for Lifelong Shared Autonomy.
CoRR
Matthew Zurek, Andreea Bobu, Daniel S. Brown, Anca D. Dragan