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off-policy evaluation

4 papers across 3 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol
#212 · Pai Liu, Lingfeng Zhao, Shivangi Agarwal, Jinghan Liu, Audrey Huang, Philip Amortila, Nan Jiang

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
A Principled Path to Fitted Distributional Evaluation
#3208 Spotlight · Sungee Hong, Jiayi Wang, Zhengling Qi, Raymond K. W. Wong

Poster Session 5

2 papers
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Breaking the Order Barrier: Off-Policy Evaluation for Confounded POMDPs
#5511 · Qi Kuang, Jiayi Wang, Fan Zhou, Zhengling Qi
Simultaneous Statistical Inference for Off-Policy Evaluation in Reinforcement Learning
#204 · Tianpai Luo, Xinyuan Fan, Weichi Wu

This work presents the first asymptotically correct simultaneous confidence region for off-policy evaluation in reinforcement learning.