Akifumi Wachi

Senior Chief Research Scientist, LY Corporation

2 papers 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.

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

A Provable Approach for End-to-End Safe Reinforcement Learning

#203 · Akifumi Wachi, Kohei Miyaguchi, Takumi Tanabe, Rei Sato, Youhei Akimoto

We propose a provable safe RL approach with end-to-end safety guarantee.