Han Wang

Joined

November 2020

Names

Han Wang (Preferred)

Emails

****@ualberta.ca (Confirmed)

Personal Links

Career & Education History

PhD student

University of Alberta (ualberta.ca)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2025

PhD Advisor

2020 – 2025

Expertise

reinforcement learning

,

representation learning

2018 – Present

Publications

Dynamics Models for Offline Hyperparameter Selection in Water Treatment
Jordan Coblin, Han Wang, Martha White, Adam White
- RL4RS 2025
- Readers: Everyone
$q$-exponential family for policy optimization
Lingwei Zhu, Haseeb Shah, Han Wang, Yukie Nagai, Martha White
- ICLR 2025 Poster
- Readers: Everyone
Fat-to-Thin Policy Optimization: Offline Reinforcement Learning with Sparse Policies
Lingwei Zhu, Han Wang, Yukie Nagai
- ICLR 2025 Poster
- Readers: Everyone
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration
Hongming Zhang, Chenjun Xiao, Chao Gao, Han Wang, bo xu, Martin Müller
- NeurIPS 2024 poster
- Readers: Everyone
A Simple Mixture Policy Parameterization for Improving Sample Efficiency of CVaR Optimization
Yudong Luo, Yangchen Pan, Han Wang, Philip Torr, Pascal Poupart
- RLC 2024
- Readers: Everyone
Offline Reinforcement Learning via Tsallis Regularization
Lingwei Zhu, Matthew Kyle Schlegel, Han Wang, Martha White
- Accepted by TMLR
- Readers: Everyone
The In-Sample Softmax for Offline Reinforcement Learning
Chenjun Xiao, Han Wang, Yangchen Pan, Adam White, Martha White
- 12 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
The In-Sample Softmax for Offline Reinforcement Learning
Chenjun Xiao, Han Wang, Yangchen Pan, Adam White, Martha White
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 25%
- Readers: Everyone
Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay
Hongming Zhang, Chenjun Xiao, Han Wang, Jun Jin, bo xu, Martin Müller
- Published: 01 Feb 2023, Last Modified: 25 Feb 2023
- ICLR 2023 poster
- Readers: Everyone
No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL
Han Wang, Archit Sakhadeo, Adam M White, James M Bell, Vincent Liu, Xutong Zhao, Puer Liu, Tadashi Kozuno, Alona Fyshe, Martha White
- Accepted by TMLR
- Readers: Everyone

Co-Authors