Topic-Contributed Paper Session

Human-Centered Reinforcement Learning: Personalization and Uncertainty in Data-Driven Decision-Making

Mon, Aug 3, 8:30 AM - 10:20 AM Room CC-211 Thomas M. Menino Convention & Exhibition Center

International Chinese Statistical Association co: Business and Economic Statistics Sectionco: Caucus for Women in Statistics and Data Science Applied

5 Presentations

Deep Transfer Q-Learning for Offline Non-Stationary Reinforcement Learning

8:35 AM - 8:55 AM

Jinhang Chai

Dynamic Feature Acquisition for Multi-Label Learning Using Reinforcement Learning

8:55 AM - 9:15 AM

Pangpang Liu (Yale University)

Co-authors: Shengxian Ding (Yale University), Xinyuan Tian, Yize Zhao (Yale University)

Reinforcement learning Active feature acquisition Multi-Label Learning

Kernel-based personalized reinforcement learning

9:15 AM - 9:35 AM

Junhui Cai (University of Notre Dame)

Co-authors: Ran Chen (Washington University in St. Louis), Martin Wainwright (Massachusetts Institute of Technology), Linda Zhao (University of Pennsylvania)

Personalized Reinforcement Learning for Sepsis Management in ICU

9:35 AM - 9:55 AM

Ran Chen (Washington University in St. Louis)

Co-authors: Junhui Cai (University of Notre Dame), Martin Wainwright (Massachusetts Institute of Technology), Linda Zhao (University of Pennsylvania)

Reinforcement Learning Personalization Interpretable Machine Learning Healthcare AI

Policy-Aware Design of Large-Scale Factorial Experiments

9:55 AM - 10:15 AM

Xin Wen

Co-authors: Xi Chen (New York University), Will Wei Sun (Purdue University), Yichen Zhang (Purdue University)