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Shaofeng Zou

11 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

AISTATS ×2ICLR ×2ICML ×2NeurIPS ×2AAAI ×1IROS ×1UAI ×1

Frequent coauthors

Qi Zhang
×3
Yi Zhou
×3
Yue Wang
×3
Zhongchang Sun
×3
Simon Khan
×2
Ashley Prater-Bennette
×2
Lixin Shen
×2
Sihong He
×2
Fei Miao
×2
Yudan Wang
×2
Peiyao Xiao
×1
Kaiyi Ji
×1

Papers

  1. MGDA Converges under Generalized Smoothness, Provably
    ICLR 2025 ·
    Qi Zhang
    ,
    Peiyao Xiao
    , Shaofeng Zou,
    Kaiyi Ji
  2. Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model
    AISTATS 2025 ·
    Zilong Deng
    ,
    Simon Khan
    , Shaofeng Zou
  3. Rejecting Outliers in 2D-3D Point Correspondences from 2D Forward-Looking Sonar Observations
    IROS 2025 ·
    Jiayi Su
    , Shaofeng Zou,
    Jingyu Qian
    ,
    Yan Wei
    ,
    Fengzhong Qu
    ,
    Liuqing Yang
  4. Revisiting Large-Scale Non-convex Distributionally Robust Optimization
    ICLR 2025 ·
    Qi Zhang
    ,
    Yi Zhou
    ,
    Simon Khan
    ,
    Ashley Prater-Bennette
    ,
    Lixin Shen
    , Shaofeng Zou
  5. A Unified Principle of Pessimism for Offline Reinforcement Learning under Model Mismatch
    NeurIPS 2024 ·
    Yue Wang
    ,
    Zhongchang Sun
    , Shaofeng Zou
  6. Constrained Reinforcement Learning Under Model Mismatch
    ICML 2024 ·
    Zhongchang Sun
    ,
    Sihong He
    ,
    Fei Miao
    , Shaofeng Zou
  7. Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization
    AAAI 2024 ·
    Qi Zhang
    ,
    Yi Zhou
    ,
    Ashley Prater-Bennette
    ,
    Lixin Shen
    , Shaofeng Zou
  8. Model-Free Robust Reinforcement Learning with Sample Complexity Analysis
    UAI 2024 ·
    Yudan Wang
    , Shaofeng Zou,
    Yue Wang
  9. Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation
    ICML 2024 ·
    Yudan Wang
    ,
    Yue Wang
    ,
    Yi Zhou
    , Shaofeng Zou
  10. Policy Optimization for Robust Average Reward MDPs
    NeurIPS 2024 ·
    Zhongchang Sun
    ,
    Sihong He
    ,
    Fei Miao
    , Shaofeng Zou
  11. Sample Complexity Characterization for Linear Contextual MDPs
    AISTATS 2024 ·
    Junze Deng
    ,
    Yuan Cheng
    , Shaofeng Zou,
    Yingbin Liang