Martin Müller

Full Professor, University of Alberta

Joined

December 2017

Names

Martin Müller (Preferred)

Martin Mueller

Emails

****@ualberta.ca (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Alberta (ualberta.ca)

2008 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

FPDou: Mastering DouDizhu with Fictitious Play
Hongming Zhang, Fengshuo Bai, Sijia Cui, Jun Jin, bo xu, Martin Müller, Chao Gao
- Submitted to ICLR 2026
- Readers: Everyone
ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control
Ehsan Futuhi, Shayan Karimi, Chao Gao, Martin Müller
- Accepted by TMLR
- Readers: Everyone
ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control
Ehsan Futuhi, Shayan Karimi, Chao Gao, Martin Müller
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Double Check My Desired Return: Transformer with Value Validation for Offline RL
Yue Pei, Hongming Zhang, Chao Gao, Martin Müller, Mengxiao Zhu, Hao Sheng, Haogang Zhu
- Submitted to ICLR 2025
- Readers: Everyone
A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning
Hongming Zhang, Ke Sun, bo xu, Linglong Kong, Martin Müller
- Accepted by TMLR
- 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
On Sampling Information Sets to Learn from Imperfect Information
Timo Bertram, Johannes Fürnkranz, Martin Müller
- Submitted to ICLR 2024
- Readers: Everyone
$\beta$-DQN: Diverse Exploration via Learning a Behavior Function
Hongming Zhang, Fengshuo Bai, Chenjun Xiao, Chao Gao, bo xu, Martin Müller
- Submitted to ICLR 2024
- 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
Domain Transfer with Large Dynamics Shift in Offline Reinforcement Learning
Hongming Zhang, Jun Jin, Martin Müller, Jun Luo
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone

View all 112 publications

Co-Authors

View all 84 co-authors