Ziwei Guan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Upper Confidence Bound

Constrained Optimization

Global Convergence

Top Venues

Oper. Res. Lett.

Publications

Tianjiao Li, Ziwei Guan, Shaofeng Zou, Tengyu Xu, Yingbin Liang, Guanghui Lan
Faster algorithm and sharper analysis for constrained Markov decision process. Oper. Res. Lett. 54 (2024)
Ziwei Guan, Yi Zhou, Yingbin Liang
On the Hardness of Online Nonconvex Optimization with Single Oracle Feedback. ICLR (2024)
Ziwei Guan, Yi Zhou, Yingbin Liang
Online Nonconvex Optimization with Limited Instantaneous Oracle Feedback. COLT (2023)
Daouda Sow, Kaiyi Ji, Ziwei Guan, Yingbin Liang
A Constrained Optimization Approach to Bilevel Optimization with Multiple Inner Minima. CoRR (2022)
Ziwei Guan, Tengyu Xu, Yingbin Liang
PER-ETD: A Polynomially Efficient Emphatic Temporal Difference Learning Method. ICLR (2022)
Ziwei Guan, Tengyu Xu, Yingbin Liang
PER-ETD: A Polynomially Efficient Emphatic Temporal Difference Learning Method. CoRR (2021)
Ziwei Guan, Tengyu Xu, Yingbin Liang
When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence. AISTATS (2021)
Tianjiao Li, Ziwei Guan, Shaofeng Zou, Tengyu Xu, Yingbin Liang, Guanghui Lan
Faster Algorithm and Sharper Analysis for Constrained Markov Decision Process. CoRR (2021)
Ziwei Guan, Kaiyi Ji, Donald J. Bucci Jr., Timothy Y. Hu, Joseph Palombo, Michael Liston, Yingbin Liang
Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack. CoRR (2020)
Ziwei Guan, Tengyu Xu, Yingbin Liang
When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence. CoRR (2020)
Ziwei Guan, Timothy Y. Hu, Joseph Palombo, Michael J. Liston, Donald J. Bucci, Yingbin Liang
Robust Dynamic Spectrum Access in Adversarial Environments. ICC (2020)
Ziwei Guan, Kaiyi Ji, Donald J. Bucci Jr., Timothy Y. Hu, Joseph Palombo, Michael Liston, Yingbin Liang
Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack. AAAI (2020)