Doctor of Philosophy in Computing Science

Supervised by Dr. Martha White and Dr. Adam White
RLAI lab, University of Alberta
Reinforcement learning, Offline to online

Master of Science in Computing Science

Supervised by Dr. Martha White and Dr. Adam White
RLAI lab, University of Alberta
Reinforcement learning, Representation learning

Bachelor of Science with Honors in Computing Science

University of Alberta
Graduated with first class honors

The In-Sample Softmax for Offline Reinforcement Learning

Chenjun Xiao*, Han Wang*, Yangchen Pan, Adam White, Martha White

No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL

Han Wang*, Archit Sakhadeo*, Adam White, James Bell, Vincent Liu, Xutong Zhao, Puer Liu, Tadashi Kozuno, Alona Fyshe, Martha White

Investigating the Properties of Neural Network Representations in Reinforcement Learning

Han Wang, Erfan Miahi, Martha White, Marlos C. Machado, Zaheer Abbas, Raksha Kumaraswamy, Vincent Liu, Adam White

Measuring and Mitigating Interference in Reinforcement Learning

Vincent Liu, Han Wang, Ruo Yu Tao, Khurram Javed, Adam White, Martha White

Avoiding Model Estimation in Robust Markov Decision Processes with a Generative Model

Wenhao Yang, Han Wang, Tadashi Kozuno, Scott M. Jordan, Zhihua Zhang

Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay

Hongming Zhang, Chenjun Xiao, Han Wang, Jun Jin, Bo Xu, Martin Müller

In-sample Sparsemax for Offline Reinforcement Learning by Tsallis Regularization

Lingwei Zhu, Matthew Kyle Schlegel, Han Wang, Martha White

Improving Deep Reinforcement Learning with Empirical Bellman Consistency

Hongming Zhang, Chenjun Xiao, Chao Gao, Han Wang, Bo Xu, Martin Müller

Emergent Representations in Reinforcement Learning and Their Properties

Research Intern

Offline reinforcement learning
Noah's Ark Lab, Huawei Technologies Canada Co., Ltd.

Teaching Assistant

CMPUT 267 - Basics of Machine Learning
University of Alberta

Teaching Assistant

CMPUT 366 - Intelligent Systems, University of Alberta
University of Alberta

Programmer

Henan Yufa Property Limited Company