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mshaocong/README.md

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  1. unbiased-zoo-optimization unbiased-zoo-optimization Public archive

    [NeurIPS 2025 Spotlight] Codes for the paper "On the Optimal Construction of Unbiased Gradient Estimators for Zeroth-Order Optimization"

    Python 1

  2. dap-zoo-optimization dap-zoo-optimization Public archive

    [ICLR 2025 Spotlight] Codes for the paper "Revisiting Zeroth-Order Optimization: Minimum-Variance Two-Point Estimators and Directionally Aligned Perturbations"

    Jupyter Notebook 2

  3. robust-rl-in-finance robust-rl-in-finance Public

    [NeurIPS 2025] Codes for the paper "Robust Reinforcement Learning in Finance: Modeling Market Impact with Elliptic Uncertainty Sets"

  4. VR-greedy-GQ VR-greedy-GQ Public archive

    [ICLR 2021] Codes for the paper "Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity"

    Python

  5. VRTDC VRTDC Public archive

    [NeurIPS 2020] Codes for the paper "Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis"

    Python

  6. wasserstein_robust_model wasserstein_robust_model Public archive

    A PyTorch implementation of the Wasserstein Robust Model.

    Python 2 1