Seuraa
Anran Hu
Anran Hu
Vahvistettu sähköpostiosoite verkkotunnuksessa maths.ox.ac.uk - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Learning mean-field games
X Guo, A Hu, R Xu, J Zhang
Advances in neural information processing systems 32, 2019
1882019
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
422023
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
33*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
162023
Consistency and computation of regularized MLEs for multivariate Hawkes processes
X Guo, A Hu, R Xu, J Zhang
arXiv preprint arXiv:1810.02955, 2018
162018
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
152024
Optimization frameworks and sensitivity analysis of Stackelberg mean-field games
X Guo, A Hu, J Zhang
arXiv preprint arXiv:2210.04110, 2022
52022
MFGLib: A library for mean-field games
X Guo, A Hu, M Santamaria, M Tajrobehkar, J Zhang
arXiv preprint arXiv:2304.08630, 2023
42023
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
42022
MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games
A Hu, J Zhang
arXiv preprint arXiv:2405.00282, 2024
2024
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Artikkelit 1–10