Zhishuai Liu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Function Approximation

State Action Space

Robust Optimization

Reinforcement Learning

Top Venues

Comput. Math. Methods Medicine

Commun. Stat. Simul. Comput.

Publications

Zhishuai Liu, Pan Xu
Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation. AISTATS (2024)
Zhishuai Liu, Pan Xu
Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation. CoRR (2024)
Zhishuai Liu, Zishu Zhan, Cunjie Lin
Penalized regression analysis with individual-specific patterns of missing covariates. Commun. Stat. Simul. Comput. 53 (7) (2024)
Zhishuai Liu, Pan Xu
Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning. CoRR (2024)
Zhen Qin, Zhishuai Liu, Pan Xu
Convergence of Sign-based Random Reshuffling Algorithms for Nonconvex Optimization. CoRR (2023)
Zhishuai Liu, Guihua Yao, Qing Zhang, Junpu Zhang, Xueying Zeng
Wavelet Scattering Transform for ECG Beat Classification. Comput. Math. Methods Medicine 2020 (2020)