Pan Xu

Venues

Frequent coauthors

Papers

1. Linear Mixture Distributionally Robust Markov Decision Processes
   NeurIPS 2025 ·

   Zhishuai Liu

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2. Robust Offline Reinforcement Learning with Linearly Structured f-Divergence Regularization
   ICML 2025 ·

   Cheng Tang

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3. Sample Complexity of Distributionally Robust Off-Dynamics Reinforcement Learning with Online Interaction
   ICML 2025 ·

   Yiting He

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4. Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation
   AISTATS 2024 ·

   Zhishuai Liu

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5. Finite-Time Frequentist Regret Bounds of Multi-Agent Thompson Sampling on Sparse Hypergraphs
   AAAI 2024 ·

   Tianyuan Jin

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6. Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning
   NeurIPS 2024 ·

   Zhishuai Liu

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7. Optimal Batched Best Arm Identification
   NeurIPS 2024 ·

   Tianyuan Jin

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8. Optimal Batched Linear Bandits
   ICML 2024 ·

   Xuanfei Ren

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9. Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
   ICLR 2024 ·

   Haque Ishfaq

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10. Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning
    NeurIPS 2024 ·

    Hao-Lun Hsu

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