Zuyue Fu

About Zuyue Fu

Zuyue Fu, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at North Western University, specializes in the field of Reinforcement learning, Machine learning, Optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

False Correlation Reduction for Offline Reinforcement Learning

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

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

Offline reinforcement learning with instrumental variables in confounded markov decision processes

Learning from demonstration: Provably efficient adversarial policy imitation with linear function approximation

On the Optimality and Complexity of Reinforcement Learning

Decentralized single-timescale actor-critic on zero-sum two-player stochastic games

Sample elicitation

Zuyue Fu Information

University

Position

___

Citations(all)

183

Citations(since 2020)

183

Cited By

28

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Zuyue Fu Skills & Research Interests

Reinforcement learning

Machine learning

Optimization

Top articles of Zuyue Fu

False Correlation Reduction for Offline Reinforcement Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

2023/10/30

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

arXiv preprint arXiv:2212.12167

2022/12/23

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

2022/9/29

Offline reinforcement learning with instrumental variables in confounded markov decision processes

arXiv preprint arXiv:2209.08666

2022/9/18

Learning from demonstration: Provably efficient adversarial policy imitation with linear function approximation

2022/6/28

On the Optimality and Complexity of Reinforcement Learning

2022

Zuyue Fu
Zuyue Fu

H-Index: 3

Decentralized single-timescale actor-critic on zero-sum two-player stochastic games

2021/7/1

Instrumental variable value iteration for causal offline reinforcement learning

arXiv preprint arXiv:2102.09907

2021/2/19

Single-timescale actor-critic provably finds globally optimal policy

2021

See List of Professors in Zuyue Fu University(North Western University)