Lei M Zhang

Research Scientist, Google DeepMind

Joined

September 2020

Names

Lei M Zhang (Preferred)

Emails

****@gmail.com (Confirmed)

****@google.com

****@openai.com

Personal Links

Homepage

Google Scholar

Career & Education History

Research Scientist

Google DeepMind (deepmind.com)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

cultural learning

cultural transmission

2021 – Present

continual learning

generalization

2020 – Present

reinforcement learning

curriculum learning

2018 – Present

coding theory

error correction codes

2009 – Present

Publications

Training Language Models to Self-Correct via Reinforcement Learning
Aviral Kumar, Vincent Zhuang, Rishabh Agarwal, Yi Su, John D Co-Reyes, Avi Singh, Kate Baumli, Shariq Iqbal, Colton Bishop, Rebecca Roelofs, Lei M Zhang, Kay McKinney, Disha Shrivastava, Cosmin Paduraru, George Tucker, Doina Precup, Feryal Behbahani, Aleksandra Faust
- ICLR 2025 Oral
- Readers: Everyone
Many-Shot In-Context Learning
Rishabh Agarwal, Avi Singh, Lei M Zhang, Bernd Bohnet, Luis Rosias, Stephanie C.Y. Chan, Biao Zhang, Ankesh Anand, Zaheer Abbas, Azade Nova, John D Co-Reyes, Eric Chu, Feryal Behbahani, Aleksandra Faust, Hugo Larochelle
- LCFM 2024
- Readers: Everyone
Many-shot In-Context Learning
Rishabh Agarwal, Avi Singh, Lei M Zhang, Bernd Bohnet, Luis Rosias, Stephanie C.Y. Chan, Biao Zhang, Aleksandra Faust, Hugo Larochelle
- ICML 2024 Workshop ICL Poster
- Readers: Everyone
Many-Shot In-Context Learning
Rishabh Agarwal, Avi Singh, Lei M Zhang, Bernd Bohnet, Luis Rosias, Stephanie C.Y. Chan, Biao Zhang, Ankesh Anand, Zaheer Abbas, Azade Nova, John D Co-Reyes, Eric Chu, Feryal Behbahani, Aleksandra Faust, Hugo Larochelle
- NeurIPS 2024 spotlight
- Readers: Everyone
Vision-Language Models as a Source of Rewards
Kate Baumli, Satinder Singh, Feryal Behbahani, Harris Chan, Gheorghe Comanici, Sebastian Flennerhag, Maxime Gazeau, Kristian Holsheimer, Dan Horgan, Michael Laskin, Clare Lyle, Volodymyr Mnih, Alexander Neitz, Fabio Pardo, Jack Parker-Holder, John Quan, Tim Rocktäschel, Himanshu Sahni, Tom Schaul, Yannick Schroecker et al. (4 additional authors not shown)
- ALOE 2023 Poster
- Readers: Everyone
Human-Timescale Adaptation in an Open-Ended Task Space
Jakob Bauer, Kate Baumli, Feryal Behbahani, Avishkar Bhoopchand, Nathalie Bradley-Schmieg, Michael Chang, Natalie Clay, Adrian Collister, Vibhavari Dasagi, Lucy Gonzalez, Karol Gregor, Edward Hughes, Sheleem Kashem, Maria Loks-Thompson, Hannah Openshaw, Jack Parker-Holder, Shreya Pathak, Nicolas Perez-Nieves, Nemanja Rakicevic, Tim Rocktäschel et al. (7 additional authors not shown)
- ICML 2023 OralPoster
- Readers: Everyone
Proving Theorems using Incremental Learning and Hindsight Experience Replay
Eser Aygün, Laurent Orseau, Ankit Anand, Xavier Glorot, Vlad Firoiu, Lei M Zhang, Doina Precup, Shibl Mourad
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone

Co-Authors

View all 73 co-authors

Lei M Zhang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Training Language Models to Self-Correct via Reinforcement Learning

Many-Shot In-Context Learning

Many-shot In-Context Learning

Many-Shot In-Context Learning

Vision-Language Models as a Source of Rewards

Human-Timescale Adaptation in an Open-Ended Task Space

Proving Theorems using Incremental Learning and Hindsight Experience Replay

Co-Authors