Zuyue Fu

According to our database, Zuyue Fu authored at least 13 papers between 2019 and 2024.

Collaborative distances:

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

2024

False Correlation Reduction for Offline Reinforcement Learning.

Zhihong Deng, Zuyue Fu, Lingxiao Wang, Zhuoran Yang, Chenjia Bai, Tianyi Zhou, Zhaoran Wang, Jing Jiang

IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

2023

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

Sirui Zheng, Lingxiao Wang, Shuang Qiu, Zuyue Fu, Zhuoran Yang, Csaba Szepesvári, Zhaoran Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

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

Zuyue Fu, Zhengling Qi, Zhuoran Yang, Zhaoran Wang, Lan Wang

CoRR, 2022

Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes.

Zuyue Fu, Zhengling Qi, Zhaoran Wang, Zhuoran Yang, Yanxun Xu, Michael R. Kosorok

CoRR, 2022

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

Zhihan Liu, Yufeng Zhang, Zuyue Fu, Zhuoran Yang, Zhaoran Wang

Proceedings of the International Conference on Machine Learning, 2022

2021

SCORE: Spurious COrrelation REduction for Offline Reinforcement Learning.

Zhihong Deng, Zuyue Fu, Lingxiao Wang, Zhuoran Yang, Chenjia Bai, Zhaoran Wang, Jing Jiang

CoRR, 2021

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

Zhihan Liu, Yufeng Zhang, Zuyue Fu, Zhuoran Yang, Zhaoran Wang

CoRR, 2021

Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning.

Luofeng Liao, Zuyue Fu, Zhuoran Yang, Mladen Kolar, Zhaoran Wang

CoRR, 2021

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

Hongyi Guo, Zuyue Fu, Zhuoran Yang, Zhaoran Wang

Proceedings of the 38th International Conference on Machine Learning, 2021

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

Zuyue Fu, Zhuoran Yang, Zhaoran Wang

Proceedings of the 9th International Conference on Learning Representations, 2021

Sample Elicitation.

Jiaheng Wei, Zuyue Fu, Yang Liu, Xingyu Li, Zhuoran Yang, Zhaoran Wang

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

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

Zuyue Fu, Zhuoran Yang, Yongxin Chen, Zhaoran Wang

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Credible Sample Elicitation by Deep Learning, for Deep Learning.

Yang Liu, Zuyue Fu, Zhuoran Yang, Zhaoran Wang

CoRR, 2019