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Pan Xu's picture

Pan Xu

DrPanXu
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authored a paper 28 days ago
Extremely Sparse Supervision Incentivizes Reasoning Ability
authored a paper 28 days ago
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
authored a paper 28 days ago
Robust Offline Reinforcement Learning with Linearly Structured $f$-Divergence Regularization
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authored 4 papers 28 days ago

Extremely Sparse Supervision Incentivizes Reasoning Ability

Paper • 2609.04565 • Published Sep 3 • 3

Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo

Paper • 2305.18246 • Published May 29, 2023

Robust Offline Reinforcement Learning with Linearly Structured $f$-Divergence Regularization

Paper • 2411.18612 • Published Nov 27, 2024

Policy Regularized Distributionally Robust Markov Decision Processes with Linear Function Approximation

Paper • 2510.14246 • Published Oct 16, 2025 • 1
upvoted a paper about 1 month ago

Extremely Sparse Supervision Incentivizes Reasoning Ability

Paper • 2609.04565 • Published Sep 3 • 3
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