Zuyue Fu

Researcher, Facebook

Joined

September 2018

Names

Zuyue Fu (Preferred)

Emails

****@u.northwestern.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Facebook (meta.com)

2022 – 2026

PhD student

Northwestern University, Northwestern University (u.northwestern.edu)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Zhaoran Wang

2017 – 2022

Expertise

Reinforcement learning

2017 – 2025

Publications

False Correlation Reduction for Offline Reinforcement Learning
Zhihong Deng, Zuyue Fu, Lingxiao Wang, Zhuoran Yang, Chenjia Bai, Tianyi Zhou, Zhaoran Wang, Jing Jiang
- Published: 01 Jan 2024, Last Modified: 27 Feb 2024
- IEEE Trans. Pattern Anal. Mach. Intell. 2024
- Readers: Everyone
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
- ICLR 2023
- Readers: Everyone
Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics
Sirui Zheng, Lingxiao Wang, Shuang Qiu, Zuyue Fu, Zhuoran Yang, Csaba Szepesvari, Zhaoran Wang
- Published: 01 Feb 2023, Last Modified: 02 Mar 2023
- ICLR 2023 poster
- Readers: Everyone
Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning
Luofeng Liao, Zuyue Fu, Zhuoran Yang, Zhaoran Wang, mladen kolar, Yixin Wang
- 24 May 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation
Zhihan Liu, Yufeng Zhang, Zuyue Fu, Zhuoran Yang, Zhaoran Wang
- ICML 2022
- Readers: Everyone
Offline Reinforcement Learning for Human-Guided Human-Machine Interaction with Private Information
Zuyue Fu, Zhengling Qi, Zhuoran Yang, Zhaoran Wang, Lan Wang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes
Zuyue Fu, Zhengling Qi, Zhaoran Wang, Zhuoran Yang, Yanxun Xu, Michael R. Kosorok
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning
Luofeng Liao, Zuyue Fu, Zhuoran Yang, Mladen Kolar, Zhaoran Wang
- 2021 (modified: 16 May 2022)
- CoRR 2021
- Readers: Everyone
Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games
Hongyi Guo, Zuyue Fu, Zhuoran Yang, Zhaoran Wang
- 2021 (modified: 16 May 2022)
- ICML 2021
- Readers: Everyone
Sample Elicitation
Jiaheng Wei, Zuyue Fu, Yang Liu, Xingyu Li, Zhuoran Yang, Zhaoran Wang
- 2021 (modified: 16 May 2022)
- AISTATS 2021
- Readers: Everyone

View all 18 publications

Co-Authors

View all 26 co-authors