Skip to content
@panxulab

panxulab

README.md

Pan Xu's research lab at the Duke University

🎓 We are a team of researchers at the Duke University lead by Dr. Pan Xu.

🧐 We do research in machine learning, especially in reinforcement learning, optimization, sampling, and data science.

📄 Find most recent research papers on our website.

📧 Please contact pan.xu@duke.edu for any research discussion.

Popular repositories Loading

  1. Distributionally-Robust-LSVI-UCB Distributionally-Robust-LSVI-UCB Public

    International Conference on Artificial Intelligence and Statistics (AISTATS) 2024

    Jupyter Notebook 5 1

  2. optimal-batched-linear-bandits optimal-batched-linear-bandits Public

    International Conference on Machine Learning (ICML) 2024

    Python 3

  3. MARL-CoopTS MARL-CoopTS Public

    Code for the paper "Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning"

    Python 3

  4. eps-Multi-Agent-Thompson-Sampling eps-Multi-Agent-Thompson-Sampling Public

    AAAI Conference on Artificial Intelligence 2024

    Python 2

  5. LSVI-ASE LSVI-ASE Public

    The official code release for "More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling", Reinforcement Learning Conference (RLC) 2024

    Python 2 1

  6. .github .github Public

Repositories

Showing 9 of 9 repositories
  • MARL-CoopTS Public

    Code for the paper "Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning"

    panxulab/MARL-CoopTS’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Oct 14, 2024
  • Offline-Linear-DRMDP Public

    Code for the paper 'Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning'.

    panxulab/Offline-Linear-DRMDP’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Oct 11, 2024
  • LSVI-ASE Public

    The official code release for "More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling", Reinforcement Learning Conference (RLC) 2024

    panxulab/LSVI-ASE’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Jun 19, 2024
  • optimal-batched-linear-bandits Public

    International Conference on Machine Learning (ICML) 2024

    panxulab/optimal-batched-linear-bandits’s past year of commit activity
    Python 3 MIT 0 0 0 Updated May 30, 2024
  • .github Public
    panxulab/.github’s past year of commit activity
    0 0 0 0 Updated May 30, 2024
  • eps-Multi-Agent-Thompson-Sampling Public

    AAAI Conference on Artificial Intelligence 2024

    panxulab/eps-Multi-Agent-Thompson-Sampling’s past year of commit activity
    Python 2 MIT 0 0 0 Updated May 16, 2024
  • Distributionally-Robust-LSVI-UCB Public

    International Conference on Artificial Intelligence and Statistics (AISTATS) 2024

    panxulab/Distributionally-Robust-LSVI-UCB’s past year of commit activity
    Jupyter Notebook 5 MIT 1 0 0 Updated May 16, 2024
  • LMC-LSVI Public Forked from hmishfaq/LMC-LSVI

    International Conference on Learning Representations (ICLR) 2024

    panxulab/LMC-LSVI’s past year of commit activity
    Python 0 MIT 2 0 0 Updated Mar 21, 2024
  • LMCTS Public Forked from devzhk/LMCTS

    International Conference on Machine Learning (ICML) 2022

    panxulab/LMCTS’s past year of commit activity
    Python 0 5 0 0 Updated Aug 3, 2022

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

Loading…

Most used topics

Loading…