Zijun Chen

PhD student, Hong Kong University of Science and Technology

1 paper at NeurIPS 2025

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Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Sample Complexity of Distributionally Robust Average-Reward Reinforcement Learning

#3210 · Zijun Chen, Shengbo Wang, Nian Si

We propose priori knowledge-free algorithms for distributionally robust average-reward estimation, with both finite-sample theoretical guarantees and numerical validation.