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 | 7 | 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 | 6 | 2022 |
Achieving near-optimal individual regret low communications in multi-agent bandits X Wang, L Yang The Eleventh International Conference on Learning Representations (ICLR), 2023 | 5 | 2023 |
Multiple-play stochastic bandits with shareable finite-capacity arms X Wang, H Xie, JCS Lui International Conference on Machine Learning, 23181-23212, 2022 | 5 | 2022 |
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 | 2 | 2023 |
Multi-fidelity multi-armed bandits revisited X Wang, Q Wu, W Chen, J Lui Advances in Neural Information Processing Systems 36, 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 |
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 | 1 | 2023 |
Optimizing recommendations under abandonment risks: Models and algorithms X Wang, H Xie, P Wang, JCS Lui Performance Evaluation 161, 102351, 2023 | | 2023 |
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 |