Anran Hu

According to our database, Anran Hu authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Persona-L has Entered the Chat: Leveraging LLMs and Ability-based Framework for Personas of People with Complex Needs.

Lipeipei Sun, Tianzi Qin, Anran Hu, Jiale Zhang, Shuojia Lin, Jianyan Chen, Mona Ali, Mirjana Prpa

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

2024

MF-OMO: An Optimization Formulation of Mean-Field Games.

Xin Guo, Anran Hu, Junzi Zhang

SIAM J. Control. Optim., February, 2024

Persona-L has Entered the Chat: Leveraging LLM and Ability-based Framework for Personas of People with Complex Needs.

Lipeipei Sun, Tianzi Qin, Anran Hu, Jiale Zhang, Shuojia Lin, Jianyan Chen, Mona Ali, Mirjana Prpa

CoRR, 2024

MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games.

Anran Hu, Junzi Zhang

CoRR, 2024

2023

A General Framework for Learning Mean-Field Games.

Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang

Math. Oper. Res., May, 2023

Reinforcement Learning for Linear-Convex Models with Jumps via Stability Analysis of Feedback Controls.

Xin Guo, Anran Hu, Yufei Zhang

SIAM J. Control. Optim., April, 2023

MFGLib: A Library for Mean-Field Games.

Xin Guo, Anran Hu, Matteo Santamaria, Mahan Tajrobehkar, Junzi Zhang

CoRR, 2023

2022

Logarithmic Regret for Episodic Continuous-Time Linear-Quadratic Reinforcement Learning over a Finite-Time Horizon.

Matteo Basei, Xin Guo, Anran Hu, Yufei Zhang

J. Mach. Learn. Res., 2022

Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods.

Xin Guo, Anran Hu, Junzi Zhang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2019

Learning Mean-Field Games.

Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019