Zeyu Zheng

Research Scientist, DeepMind

Joined

July 2019

Names

Zeyu Zheng

Emails

****@umich.edu (Confirmed)

****@deepmind.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Research Scientist

DeepMind (deepmind.com)

2022 – Present

PhD student

University of Michigan (umich.edu)

2017 – 2022

Research Scientist Intern

DeepMind (google.com)

2019 – 2019

Undergrad student

Peking University (pku.edu.cn)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Satinder Singh

2017 – Present

Expertise

Reinforcement Learning

2017 – Present

Publications

Normalization and effective learning rates in reinforcement learning
Clare Lyle, Zeyu Zheng, Khimya Khetarpal, James Martens, Hado van Hasselt, Razvan Pascanu, Will Dabney
- NeurIPS 2024 poster
- Readers: Everyone
Human Alignment of Large Language Models through Online Preference Optimisation
Daniele Calandriello, Zhaohan Daniel Guo, Remi Munos, Mark Rowland, Yunhao Tang, Bernardo Avila Pires, Pierre Harvey Richemond, Charline Le Lan, Michal Valko, Tianqi Liu, Rishabh Joshi, Zeyu Zheng, Bilal Piot
- ICML 2024 Poster
- Readers: Everyone
Generalized Preference Optimization: A Unified Approach to Offline Alignment
Yunhao Tang, Zhaohan Daniel Guo, Zeyu Zheng, Daniele Calandriello, Remi Munos, Mark Rowland, Pierre Harvey Richemond, Michal Valko, Bernardo Avila Pires, Bilal Piot
- ICML 2024 Poster
- Readers: Everyone
Towards Perpetually Trainable Neural Networks
Clare Lyle, Zeyu Zheng, Khimya Khetarpal, Razvan Pascanu, James Martens, Hado van Hasselt, Will Dabney
- Submitted to ICLR 2024
- Readers: Everyone
Understanding Plasticity in Neural Networks
Clare Lyle, Zeyu Zheng, Evgenii Nikishin, Bernardo Avila Pires, Razvan Pascanu, Will Dabney
- ICML 2023 OralPoster
- Readers: Everyone
Understanding plasticity in neural networks
Clare Lyle, Zeyu Zheng, Evgenii Nikishin, Bernardo Ávila Pires, Razvan Pascanu, Will Dabney
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Adaptive Pairwise Weights for Temporal Credit Assignment
Zeyu Zheng, Risto Vuorio, Richard L. Lewis, Satinder Singh
- 2022 (modified: 17 Apr 2023)
- AAAI 2022
- Readers: Everyone
GrASP: Gradient-Based Affordance Selection for Planning
Vivek Veeriah, Zeyu Zheng, Richard L. Lewis, Satinder Singh
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations
Nelson Vadori, Leo Ardon, Sumitra Ganesh, Thomas Spooner, Selim Amrouni, Jared Vann, Mengda Xu, Zeyu Zheng, Tucker Balch, Manuela Veloso
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
GrASP: Gradient-Based Affordance Selection for Planning
Vivek Veeriah, Zeyu Zheng, Richard Lewis, Satinder Singh
- 12 Oct 2021 (modified: 05 May 2023)
- Deep RL Workshop NeurIPS 2021
- Readers: Everyone

View all 18 publications

Co-Authors

View all 59 co-authors