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146 ! Tue, 8/10/2021, 10:00 AM - 11:50 AM Virtual
Statistical Reinforcement Learning — Invited Papers
Section on Statistical Computing, Section on Statistical Learning and Data Science, International Chinese Statistical Association
Organizer(s): Will Wei Sun, Purdue University
Chair(s): Emma Jingfei Zhang, University of Miami
10:05 AM Bootstrapping Statistical Inference for Off-Policy Evaluation
Mengdi Wang, Princeton University
10:30 AM Statistical Inference of the Value Function for Reinforcement Learning in Infinite Horizon Settings
Rui Song, North Carolina State University
10:55 AM Distribution-Free Contextual Dynamic Pricing
Yiyun Luo, University of North Carolina at Chapel Hill; Will Wei Sun, Purdue University; Yufeng Liu, University of North Carolina at Chapel Hill
11:20 AM On Efficiency in Hierarchical Reinforcement Learning
Zheng Wen, DeepMind
11:45 AM Floor Discussion