Zuyue Fu

发表

Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games pdf

Yongxin Chen, Zhaoran Wang, Zhuoran Yang, 2019, ICLR.

A Two-Fold Structural Classification Method for Determining the Accurate Ensemble of Protein Structures

Zuyue Fu, S. Qian, Loukas Petridis, 2019, Communications in Computational Physics.

Determining the accurate ensemble of protein atomic structures by combining small angle scattering with molecular simulations based on a two-fold scheme for structural classification

Zuyue Fu, S. Qian, Loukas Petridis, 2017 .

Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning pdf

Luofeng Liao, Zhaoran Wang, Mladen Kolar, 2021, ArXiv.

Offline Reinforcement Learning for Human-Guided Human-Machine Interaction with Private Information

Zhuoran Yang, Zhaoran Wang, Zuyue Fu, 2022, ArXiv.

Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games

Zhuoran Yang, Zuyue Fu, Zhaoran Wang, 2021, ICML.

Provably Efficient Generative Adversarial Imitation Learning for Online and Offline Setting with Linear Function Approximation pdf

Zhihan Liu, Zhuoran Yang, Zuyue Fu, 2021, ArXiv.

Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes

Zhuoran Yang, Zhaoran Wang, Yanxun Xu, 2022, ArXiv.

Sample Elicitation

Zhaoran Wang, Yang Liu, Zhuoran Yang, 2021, AISTATS.

Credible Sample Elicitation

Zhaoran Wang, Yang Liu, Zhuoran Yang, 2019 .

Credible Sample Elicitation by Deep Learning, for Deep Learning pdf

Zhaoran Wang, Yang Liu, Zhuoran Yang, 2019, ArXiv.

Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy pdf

Zhuoran Yang, Zuyue Fu, Zhaoran Wang, 2020, ICLR.

Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics

Csaba Szepesvari, Zhuoran Yang, Zhaoran Wang, 2023, International Conference on Learning Representations.

Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation

Zhuoran Yang, Zhaoran Wang, Zhihan Liu, 2022, ICML.

False Correlation Reduction for Offline Reinforcement Learning.

Lingxiao Wang, Jing Jiang, Zhuoran Yang, 2021, IEEE transactions on pattern analysis and machine intelligence.

Convergent Reinforcement Learning with Function Approximation: A Bilevel Optimization Perspective

K. Zhang, Zhuoran Yang, Zhaoran Wang, 2018 .

Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy

Zhuoran Yang, Zhaoran Wang, Zuyue Fu, 2020, ICLR.