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Anran Hu
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Journal Articles
- 2024
- [j4]Xin Guo, Anran Hu, Junzi Zhang:
MF-OMO: An Optimization Formulation of Mean-Field Games. SIAM J. Control. Optim. 62(1): 243-270 (2024) - 2023
- [j3]Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang:
A General Framework for Learning Mean-Field Games. Math. Oper. Res. 48(2): 656-686 (2023) - [j2]Xin Guo, Anran Hu, Yufei Zhang:
Reinforcement Learning for Linear-Convex Models with Jumps via Stability Analysis of Feedback Controls. SIAM J. Control. Optim. 61(2): 755-787 (2023) - 2022
- [j1]Matteo Basei, Xin Guo, Anran Hu, Yufei Zhang:
Logarithmic Regret for Episodic Continuous-Time Linear-Quadratic Reinforcement Learning over a Finite-Time Horizon. J. Mach. Learn. Res. 23: 178:1-178:34 (2022)
Conference and Workshop Papers
- 2022
- [c2]Xin Guo, Anran Hu, Junzi Zhang:
Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods. AAAI 2022: 6774-6782 - 2019
- [c1]Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang:
Learning Mean-Field Games. NeurIPS 2019: 4967-4977
Informal and Other Publications
- 2024
- [i7]Anran Hu, Junzi Zhang:
MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games. CoRR abs/2405.00282 (2024) - 2023
- [i6]Xin Guo, Anran Hu, Matteo Santamaria, Mahan Tajrobehkar, Junzi Zhang:
MFGLib: A Library for Mean-Field Games. CoRR abs/2304.08630 (2023) - 2022
- [i5]Xin Guo, Anran Hu, Junzi Zhang:
MF-OMO: An Optimization Formulation of Mean-Field Games. CoRR abs/2206.09608 (2022) - 2021
- [i4]Xin Guo, Anran Hu, Yufei Zhang:
Reinforcement learning for linear-convex models with jumps via stability analysis of feedback controls. CoRR abs/2104.09311 (2021) - [i3]Xin Guo, Anran Hu, Junzi Zhang:
Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods. CoRR abs/2109.06362 (2021) - 2020
- [i2]Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang:
A General Framework for Learning Mean-Field Games. CoRR abs/2003.06069 (2020) - [i1]Matteo Basei, Xin Guo, Anran Hu, Yufei Zhang:
Logarithmic regret for episodic continuous-time linear-quadratic reinforcement learning over a finite-time horizon. CoRR abs/2006.15316 (2020)
Coauthor Index
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last updated on 2024-09-13 01:38 CEST by the dblp team
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