| Learning mean-field games X Guo, A Hu, R Xu, J Zhang Advances in neural information processing systems 32, 2019 | 281 | 2019 |
| A general framework for learning mean-field games X Guo, A Hu, R Xu, J Zhang Mathematics of Operations Research 48 (2), 656-686, 2023 | 74 | 2023 |
| Logarithmic regret for episodic continuous-time linear-quadratic reinforcement learning over a finite-time horizon M Basei, X Guo, A Hu, Y Zhang Journal of Machine Learning Research 23 (178), 1-34, 2022 | 62* | 2022 |
| Reinforcement learning for linear-convex models with jumps via stability analysis of feedback controls X Guo, A Hu, Y Zhang SIAM Journal on Control and Optimization 61 (2), 755-787, 2023 | 35 | 2023 |
| MF-OMO: An optimization formulation of mean-field games X Guo, A Hu, J Zhang SIAM Journal on Control and Optimization 62 (1), 243-270, 2024 | 26 | 2024 |
| Consistency and computation of regularized MLEs for multivariate Hawkes processes X Guo, A Hu, R Xu, J Zhang arXiv preprint arXiv:1810.02955, 2018 | 24 | 2018 |
| Optimization frameworks and sensitivity analysis of Stackelberg mean-field games X Guo, A Hu, J Zhang arXiv preprint arXiv:2210.04110, 2022 | 19 | 2022 |
| MFGLib: A library for mean-field games X Guo, A Hu, M Santamaria, M Tajrobehkar, J Zhang arXiv preprint arXiv:2304.08630, 2023 | 10 | 2023 |
| Theoretical guarantees of fictitious discount algorithms for episodic reinforcement learning and global convergence of policy gradient methods X Guo, A Hu, J Zhang Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6774-6782, 2022 | 10 | 2022 |
| Mf-oml: Online mean-field reinforcement learning with occupation measures for large population games A Hu, J Zhang Applied Mathematics & Optimization 92 (3), 1-54, 2025 | 8 | 2025 |
| Continuous-time mean field games: a primal-dual characterization X Guo, A Hu, J Zhang, Y Zhang arXiv preprint arXiv:2503.01042, 2025 | 2 | 2025 |
| Homogenization and Mean-Field Approximation for Multi-Player Games R Cont, A Hu arXiv preprint arXiv:2502.12389, 2025 | 1 | 2025 |
| -Potential Games for Decentralized Control of Connected and Automated Vehicles X Di, A Hu, Z Wang, Y Zhang arXiv preprint arXiv:2512.05712, 2025 | | 2025 |
| Mean-Field Games with Constraints A Hu, Z Lyu arXiv preprint arXiv:2510.11843, 2025 | | 2025 |
