| Achieving near-optimal individual regret low communications in multi-agent bandits X Wang, L Yang The Eleventh International Conference on Learning Representations (ICLR), 2023 | 12 | 2023 |
| Multiple-play stochastic bandits with shareable finite-capacity arms X Wang, H Xie, JCS Lui International Conference on Machine Learning, 23181-23212, 2022 | 10 | 2022 |
| On-demand communication for asynchronous multi-agent bandits YZJ Chen, L Yang, X Wang, X Liu, M Hajiesmaili, JCS Lui, D Towsley International Conference on Artificial Intelligence and Statistics, 3903-3930, 2023 | 9 | 2023 |
| Multi-player multi-armed bandits with finite shareable resources arms: Learning algorithms & applications X Wang, H Xie, J Lui arXiv preprint arXiv:2204.13502, 2022 | 9 | 2022 |
| Linkselfie: Link selection and fidelity estimation in quantum networks M Liu, Z Li, X Wang, JCS Lui IEEE INFOCOM 2024-IEEE Conference on Computer Communications, 1421-1430, 2024 | 4 | 2024 |
| Cooperative multi-agent bandits: Distributed algorithms with optimal individual regret and constant communication costs L Yang, X Wang, M Hajiesmaili, L Zhang, J Lui, D Towsley arXiv preprint arXiv:2308.04314, 2023 | 4 | 2023 |
| Combinatorial multivariant multi-armed bandits with applications to episodic reinforcement learning and beyond X Liu, S Wang, J Zuo, H Zhong, X Wang, Z Wang, S Li, M Hajiesmaili, ... arXiv preprint arXiv:2406.01386, 2024 | 3 | 2024 |
| Multi-fidelity multi-armed bandits revisited X Wang, Q Wu, W Chen, J Lui Advances in Neural Information Processing Systems 36, 31570-31600, 2023 | 3 | 2023 |
| Optimizing recommendations under abandonment risks: Models and algorithms X Wang, H Xie, P Wang, JCS Lui Performance Evaluation 161, 102351, 2023 | 2 | 2023 |
| Exploration for free: how does reward heterogeneity improve regret in cooperative multi-agent bandits? X Wang, L Yang, YZJ Chen, X Liu, M Hajiesmaili, D Towsley, JCS Lui Uncertainty in Artificial Intelligence, 2192-2202, 2023 | 2 | 2023 |
| Multi-Agent Stochastic Bandits Robust to Adversarial Corruptions F Ghaffari, X Wang, J Zuo, M Hajiesmaili arXiv preprint arXiv:2411.08167, 2024 | 1 | 2024 |
| Combinatorial Logistic Bandits X Liu, X Dai, X Wang, M Hajiesmaili, J Lui arXiv preprint arXiv:2410.17075, 2024 | 1 | 2024 |
| Adversarial Attacks on Cooperative Multi-agent Bandits J Zuo, Z Zhang, X Wang, C Chen, S Li, J Lui, M Hajiesmaili, A Wierman arXiv preprint arXiv:2311.01698, 2023 | 1 | 2023 |
| Quantum Best Arm Identification X Wang, YZ Janice Chen, MG de Andrade, M Hajiesmaili, JCS Lui, ... ACM SIGMETRICS Performance Evaluation Review 51 (2), 72-74, 2023 | 1 | 2023 |
| Heterogeneous Multi-agent Multi-armed Bandits on Stochastic Block Models M Xu, L Shan, F Ghaffari, X Wang, X Liu, M Hajiesmaili arXiv preprint arXiv:2502.08003, 2025 | | 2025 |
| Multi-Agent Conversational Online Learning for Adaptive LLM Response Identification X Dai, Y Xie, M Liu, X Wang, Z Li, H Wang, J Lui arXiv preprint arXiv:2501.01849, 2025 | | 2025 |
| Stochastic Bandits Robust to Adversarial Attacks X Wang, J Zuo, X Liu, J Lui, M Hajiesmaili arXiv preprint arXiv:2408.08859, 2024 | | 2024 |
| Analyzing Queueing Problems via Bandits With Linear Reward & Nonlinear Workload Fairness X Wang, H Xie, JCS Lui IEEE Transactions on Mobile Computing 23 (4), 3410-3423, 2023 | | 2023 |
| Communication-Efficient Algorithm for Asynchronous Multi-Agent Bandits X Wang, YZJ Chen, X Liu, L Yang, M Hajiesmaili, D Towsley, JCS Lui | | |
Mohammad HajiesmailiAssociate Professor, Manning College of Information and Computer Sciences, UMass AmherstCorreu electrònic verificat a cs.umass.edu