Shaofeng Zou

Venues

Frequent coauthors

Papers

1. MGDA Converges under Generalized Smoothness, Provably
   ICLR 2025 ·

   Qi Zhang

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2. Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model
   AISTATS 2025 ·

   Zilong Deng

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3. Rejecting Outliers in 2D-3D Point Correspondences from 2D Forward-Looking Sonar Observations
   IROS 2025 ·

   Jiayi Su

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4. Revisiting Large-Scale Non-convex Distributionally Robust Optimization
   ICLR 2025 ·

   Qi Zhang

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5. A Unified Principle of Pessimism for Offline Reinforcement Learning under Model Mismatch
   NeurIPS 2024 ·

   Yue Wang

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6. Constrained Reinforcement Learning Under Model Mismatch
   ICML 2024 ·

   Zhongchang Sun

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7. Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization
   AAAI 2024 ·

   Qi Zhang

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8. Model-Free Robust Reinforcement Learning with Sample Complexity Analysis
   UAI 2024 ·

   Yudan Wang

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9. Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation
   ICML 2024 ·

   Yudan Wang

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10. Policy Optimization for Robust Average Reward MDPs
    NeurIPS 2024 ·

    Zhongchang Sun

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11. Sample Complexity Characterization for Linear Contextual MDPs
    AISTATS 2024 ·

    Junze Deng

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