Anran Hu

17 papers A* 3Journal 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Mean-Field Games with Constraints. CoRR Anran Hu, Zijiu Lyu
2025	A*	`conf`	Persona-L has Entered the Chat: Leveraging LLMs and Ability-based Framework for Personas of People with Complex Needs. CHI Lipeipei Sun, Tianzi Qin, Anran Hu, Jiale Zhang, Shuojia Lin, Jianyan Chen, Mona Ali, Mirjana Prpa
2025	J	`jnl`	α-Potential Games for Decentralized Control of Connected and Automated Vehicles. CoRR Xuan Di, Anran Hu, Zhexin Wang, Yufei Zhang
2024	J	`jnl`	MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games. CoRR Anran Hu, Junzi Zhang
2024	J	`jnl`	MF-OMO: An Optimization Formulation of Mean-Field Games. SIAM J. Control. Optim. Xin Guo, Anran Hu, Junzi Zhang
2024	J	`jnl`	Persona-L has Entered the Chat: Leveraging LLM and Ability-based Framework for Personas of People with Complex Needs. CoRR Lipeipei Sun, Tianzi Qin, Anran Hu, Jiale Zhang, Shuojia Lin, Jianyan Chen, Mona Ali, Mirjana Prpa
2023	J	`jnl`	A General Framework for Learning Mean-Field Games. Math. Oper. Res. Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang
2023	J	`jnl`	MFGLib: A Library for Mean-Field Games. CoRR Xin Guo, Anran Hu, Matteo Santamaria, Mahan Tajrobehkar, Junzi Zhang
2023	J	`jnl`	Reinforcement Learning for Linear-Convex Models with Jumps via Stability Analysis of Feedback Controls. SIAM J. Control. Optim. Xin Guo, Anran Hu, Yufei Zhang
2022	J	`jnl`	Logarithmic Regret for Episodic Continuous-Time Linear-Quadratic Reinforcement Learning over a Finite-Time Horizon. J. Mach. Learn. Res. Matteo Basei, Xin Guo, Anran Hu, Yufei Zhang
2022	J	`jnl`	MF-OMO: An Optimization Formulation of Mean-Field Games. CoRR Xin Guo, Anran Hu, Junzi Zhang
2022	A*	`conf`	Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods. AAAI Xin Guo, Anran Hu, Junzi Zhang
2021	J	`jnl`	Reinforcement learning for linear-convex models with jumps via stability analysis of feedback controls. CoRR Xin Guo, Anran Hu, Yufei Zhang
2021	J	`jnl`	Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods. CoRR Xin Guo, Anran Hu, Junzi Zhang
2020	J	`jnl`	A General Framework for Learning Mean-Field Games. CoRR Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang
2020	J	`jnl`	Logarithmic regret for episodic continuous-time linear-quadratic reinforcement learning over a finite-time horizon. CoRR Matteo Basei, Xin Guo, Anran Hu, Yufei Zhang
2019	A*	`conf`	Learning Mean-Field Games. NeurIPS Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang