Matthew Zurek

According to our database, Matthew Zurek authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

The Plug-in Approach for Average-Reward and Discounted MDPs: Optimal Sample Complexity Analysis.

Matthew Zurek, Yudong Chen

CoRR, 2024

Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs.

Matthew Zurek, Yudong Chen

CoRR, 2024

Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces.

Brahma S. Pavse, Matthew Zurek, Yudong Chen, Qiaomin Xie, Josiah P. Hanna

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

Gap-Free Clustering: Sensitivity and Robustness of SDP.

Matthew Zurek, Yudong Chen

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Span-Based Optimal Sample Complexity for Average Reward MDPs.

Matthew Zurek, Yudong Chen

CoRR, 2023

Clustering Without an Eigengap.

Matthew Zurek, Yudong Chen

CoRR, 2023

The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types.

Gaurav R. Ghosal, Matthew Zurek, Daniel S. Brown, Anca D. Dragan

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Situational Confidence Assistance for Lifelong Shared Autonomy.

Matthew Zurek, Andreea Bobu, Daniel S. Brown, Anca D. Dragan

Proceedings of the IEEE International Conference on Robotics and Automation, 2021