Runzhe Wan

Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making

Chengchun Shi, Rui Song, Wenbin Lu, 2020, ICML.

Multi-Objective Reinforcement Learning for Infectious Disease Control with Application to COVID-19 Spread pdf

Xinyu Zhang, Rui Song, Runzhe Wan, 2020, ArXiv.

Pattern Transfer Learning for Reinforcement Learning in Order Dispatching pdf

Chengchun Shi, Rui Song, Runzhe Wan, 2021, ArXiv.

Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models pdf

Runzhe Wan, Rui Song, Lin Ge, 2021, NeurIPS.

Deeply-Debiased Off-Policy Interval Estimation

Chengchun Shi, Rui Song, Victor Chernozhukov, 2021, ICML.

Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control

Rui Song, Runzhe Wan, Xinyu Zhang, 2021, KDD.