Huozhi Zhou

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 11

Top Topics

Function Approximation

Noisy Observations

Top Venues

Publications

Huozhi Zhou, Jinglin Chen, Lav R. Varshney, Ashish Jagmohan
Nonstationary Reinforcement Learning with Linear Function Approximation. Trans. Mach. Learn. Res. 2022 (2022)
Lingda Wang, Huozhi Zhou, Bingcong Li, Lav R. Varshney, Zhizhen Zhao
Near-Optimal Algorithms for Piecewise-Stationary Cascading Bandits. ICASSP (2021)
Lingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations. AAAI (2021)
Huozhi Zhou, Jinglin Chen, Lav R. Varshney, Ashish Jagmohan
Nonstationary Reinforcement Learning with Linear Function Approximation. CoRR (2020)
Lingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations. CoRR (2020)
Huozhi Zhou, Lingda Wang, Lav R. Varshney, Ee-Peng Lim
A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits. AAAI (2020)
Lingda Wang, Huozhi Zhou, Bingcong Li, Lav R. Varshney, Zhizhen Zhao
Be Aware of Non-Stationarity: Nearly Optimal Algorithms for Piecewise-Stationary Cascading Bandits. CoRR (2019)
I (Eli) Chien, Huozhi Zhou, Pan Li
: Active learning over hypergraphs with pointwise and pairwise queries. AISTATS (2019)
Huozhi Zhou, Lingda Wang, Lav R. Varshney, Ee-Peng Lim
A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits. CoRR (2019)
Huozhi Zhou, Ashish Jagmohan, Lav R. Varshney
Generalized Jordan Center: A Source Localization Heuristic For Noisy And Incomplete Observations. DSW (2019)
I (Eli) Chien, Huozhi Zhou, Pan Li
: Active Learning over Hypergraphs. CoRR (2018)