Zuyue Fu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Private Information

Markov Decision Processes

Reinforcement Learning

Infinite Horizon

Top Venues

Publications

Zhihong Deng, Zuyue Fu, Lingxiao Wang, Zhuoran Yang, Chenjia Bai, Tianyi Zhou, Zhaoran Wang, Jing Jiang
False Correlation Reduction for Offline Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (2) (2024)
Sirui Zheng, Lingxiao Wang, Shuang Qiu, Zuyue Fu, Zhuoran Yang, Csaba Szepesvári, Zhaoran Wang
Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics. ICLR (2023)
Zuyue Fu, Zhengling Qi, Zhuoran Yang, Zhaoran Wang, Lan Wang
Offline Reinforcement Learning for Human-Guided Human-Machine Interaction with Private Information. CoRR (2022)
Zhihan Liu, Yufeng Zhang, Zuyue Fu, Zhuoran Yang, Zhaoran Wang
Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation. ICML (2022)
Zuyue Fu, Zhengling Qi, Zhaoran Wang, Zhuoran Yang, Yanxun Xu, Michael R. Kosorok
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes. CoRR (2022)
Jiaheng Wei, Zuyue Fu, Yang Liu, Xingyu Li, Zhuoran Yang, Zhaoran Wang
Sample Elicitation. AISTATS (2021)
Hongyi Guo, Zuyue Fu, Zhuoran Yang, Zhaoran Wang
Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games. ICML (2021)
Zhihong Deng, Zuyue Fu, Lingxiao Wang, Zhuoran Yang, Chenjia Bai, Zhaoran Wang, Jing Jiang
SCORE: Spurious COrrelation REduction for Offline Reinforcement Learning. CoRR (2021)
Luofeng Liao, Zuyue Fu, Zhuoran Yang, Mladen Kolar, Zhaoran Wang
Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning. CoRR (2021)
Zuyue Fu, Zhuoran Yang, Zhaoran Wang
Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy. ICLR (2021)
Zhihan Liu, Yufeng Zhang, Zuyue Fu, Zhuoran Yang, Zhaoran Wang
Provably Efficient Generative Adversarial Imitation Learning for Online and Offline Setting with Linear Function Approximation. CoRR (2021)
Zuyue Fu, Zhuoran Yang, Zhaoran Wang
Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy. CoRR (2020)
Zuyue Fu, Zhuoran Yang, Yongxin Chen, Zhaoran Wang
Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games. ICLR (2020)
Zuyue Fu, Zhuoran Yang, Yongxin Chen, Zhaoran Wang
Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games. CoRR (2019)
Yang Liu, Zuyue Fu, Zhuoran Yang, Zhaoran Wang
Credible Sample Elicitation by Deep Learning, for Deep Learning. CoRR (2019)