Xun Shen

Associate Professor, Tokyo University of Agriculture and Technology, Tokyo Institute of Technology

1 paper at NeurIPS 2025

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Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies

#1707 Spotlight · Runze Yan, Xun Shen, Akifumi Wachi, Sebastien Gros, Anni Zhao, Xiao Hu

We propose an offline guarded safe RL framework for medical treatment, providing theoretical safety guarantees and improving both clinical consistency and treatment outcomes.