Gregory Farquhar

Research Scientist, DeepMind

Joined

October 2017

Names

Gregory Farquhar

Emails

****@cs.ox.ac.uk (Confirmed)

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

DeepMind (google.com)

2020 – Present

PhD student

University of Oxford (ox.ac.uk)

2015 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Shimon Whiteson

Present

Expertise

multi-agent systems

multi-agent reinforcement learning

Present

reinforcement learning

deep learning

Present

Publications

DataRater: Meta-Learned Dataset Curation
Dan A. Calian, Gregory Farquhar, Iurii Kemaev, Luisa Zintgraf, Matteo Hessel, Jeremy Shar, Junhyuk Oh, András György, Tom Schaul, Jeff Dean, Hado van Hasselt, David Silver
- NeurIPS 2025 poster
- Readers: Everyone
Scalable Meta-Learning via Mixed-Mode Differentiation
Iurii Kemaev, Dan A. Calian, Luisa M Zintgraf, Gregory Farquhar, Hado van Hasselt
- ICML 2025 poster
- Readers: Everyone
Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design
Matthew Thomas Jackson, Minqi Jiang, Jack Parker-Holder, Risto Vuorio, Chris Lu, Gregory Farquhar, Shimon Whiteson, Jakob Nicolaus Foerster
- NeurIPS 2023 poster
- Readers: Everyone
Model-Value Inconsistency as a Signal for Epistemic Uncertainty
Angelos Filos, Eszter Vértes, Zita Marinho, Gregory Farquhar, Diana L Borsa, Abram L. Friesen, Feryal Behbahani, Tom Schaul, Andre Barreto, Simon Osindero
- Published: 23 Apr 2022, Last Modified: 26 May 2025
- ALOE@ICLR2022
- Readers: Everyone
An Investigation of the Bias-Variance Tradeoff in Meta-Gradients
Risto Vuorio, Jacob Beck, Shimon Whiteson, Jakob N. Foerster, Gregory Farquhar
- 2022 (modified: 21 Apr 2023)
- CoRR 2022
- Readers: Everyone
Model-Value Inconsistency as a Signal for Epistemic Uncertainty
Angelos Filos, Eszter Vértes, Zita Marinho, Gregory Farquhar, Diana Borsa, Abram L. Friesen, Feryal M. P. Behbahani, Tom Schaul, André Barreto, Simon Osindero
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ICML 2022
- Readers: Everyone
No DICE: An Investigation of the Bias-Variance Tradeoff in Meta-Gradients
Risto Vuorio, Jacob Austin Beck, Gregory Farquhar, Jakob Nicolaus Foerster, Shimon Whiteson
- 12 Oct 2021 (modified: 05 May 2023)
- Deep RL Workshop NeurIPS 2021
- Readers: Everyone
Self-Consistent Models and Values
Gregory Farquhar, Kate Baumli, Zita Marinho, Angelos Filos, Matteo Hessel, Hado van Hasselt, David Silver
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Proper Value Equivalence
Christopher Grimm, Andre Barreto, Gregory Farquhar, David Silver, Satinder Singh
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Spotlight
- Readers: Everyone
Transient Non-stationarity and Generalisation in Deep Reinforcement Learning
Maximilian Igl, Gregory Farquhar, Jelena Luketina, Wendelin Boehmer, Shimon Whiteson
- 2021 (modified: 16 Apr 2023)
- ICLR 2021
- Readers: Everyone

View all 44 publications

Co-Authors

View all 65 co-authors