| The effect of modeling human rationality level on learning rewards from multiple feedback types GR Ghosal, M Zurek, DS Brown, AD Dragan Proceedings of the AAAI Conference on Artificial Intelligence 37 (5), 5983-5992, 2023 | 52 | 2023 |
| Situational confidence assistance for lifelong shared autonomy M Zurek, A Bobu, DS Brown, AD Dragan 2021 IEEE International Conference on Robotics and Automation (ICRA), 2783-2789, 2021 | 44 | 2021 |
| Span-based optimal sample complexity for weakly communicating and general average reward MDPs M Zurek, Y Chen Advances in Neural Information Processing Systems 37, 33455-33504, 2024 | 14 | 2024 |
| Span-based optimal sample complexity for average reward MDPs M Zurek, Y Chen arXiv preprint arXiv:2311.13469, 2023 | 12 | 2023 |
| The plug-in approach for average-reward and discounted mdps: Optimal sample complexity analysis M Zurek, Y Chen arXiv preprint arXiv:2410.07616, 2024 | 8 | 2024 |
| Learning to stabilize online reinforcement learning in unbounded state spaces BS Pavse, M Zurek, Y Chen, Q Xie, JP Hanna arXiv preprint arXiv:2306.01896, 2023 | 5 | 2023 |
| Span-agnostic optimal sample complexity and oracle inequalities for average-reward rl M Zurek, Y Chen arXiv preprint arXiv:2502.11238, 2025 | 3 | 2025 |
| Optimal Single-Policy Sample Complexity and Transient Coverage for Average-Reward Offline RL M Zurek, G Zamir, Y Chen arXiv preprint arXiv:2506.20904, 2025 | | 2025 |
| Faster Fixed-Point Methods for Multichain MDPs M Zurek, Y Chen arXiv preprint arXiv:2506.20910, 2025 | | 2025 |
| Span-Agnostic Optimal Sample Complexity for Average-Reward RL M Zurek, Y Chen Conference on Learning Theory (COLT), 2025., 2025 | | 2025 |
| Gap-Free Clustering: Sensitivity and Robustness of SDP M Zurek, Y Chen The Thirty Seventh Annual Conference on Learning Theory, 5231-5300, 2024 | | 2024 |
| Clustering Without an Eigengap. M Zurek, Y Chen CoRR, 2023 | | 2023 |
| Lyapunov-Based Sample Complexity Analysis for Weakly-Coupled MDPs T Wu, M Zurek, Y Chen, W Wang, Q Xie NeurIPS 2025 Workshop MLxOR: Mathematical Foundations and Operational …, 0 | | |
