Greg Wayne

Researcher, DeepMind

Joined

December 2017

Names

Greg Wayne (Preferred)

Gregory Wayne

Emails

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

DeepMind (deepmind.com)

2013 – Present

PhD student

Columbia University (columbia.edu)

2007 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Larry Abbott

2007 – 2013

Expertise

No areas of expertise listed

Publications

Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis
Alexander Meulemans, Simon Schug, Seijin Kobayashi, Nathaniel Daw, Greg Wayne
- NeurIPS 2023 spotlight
- Readers: Everyone
Intra-agent speech permits zero-shot task acquisition
Chen Yan, Federico Carnevale, Petko Georgiev, Adam Santoro, Aurelia Guy, Alistair Muldal, Chia-Chun Hung, Josh S Abramson, Timothy P Lillicrap, Greg Wayne
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Hindsight credit assignment
Anna Harutyunyan, Will Dabney, Thomas Mesnard, Mohammad Gheshlaghi Azar, Bilal Piot, Nicolas Heess, Hado van Hasselt, Greg Wayne, Satinder Singh, Remi Munos
- 11 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Emergence of Locomotion Behaviors in Rich Environments
Nicolas Heess, Dhruva Tirumala, Srinivasan Sriram, Josh Merel, Greg Wayne, Yuval Tassa, Tom Erez, ziyu wang, S. M. Ali Eslami, Martin Riedmiller, David Silver
- 10 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
An Investigation of Model-Free Planning
Arthur Guez, Mehdi Mirza, Karol Gregor, Rishabh Kabra, Sébastien Racanière, Theophane Weber, David Raposo, Adam Santoro, Laurent Orseau, Tom Eccles, Greg Wayne, David Silver, Timothy P. Lillicrap
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Learning Attractor Dynamics for Generative Memory
Yan Wu, Gregory Wayne, Karol Gregor, Timothy P. Lillicrap
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Robust Imitation of Diverse Behaviors
Ziyu Wang, Josh S. Merel, Scott E. Reed, Nando de Freitas, Gregory Wayne, Nicolas Heess
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes
Jack W. Rae, Jonathan J. Hunt, Ivo Danihelka, Timothy Harley, Andrew W. Senior, Gregory Wayne, Alex Graves, Tim Lillicrap
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Associative Long Short-Term Memory
Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves
- 2016 (modified: 11 Nov 2022)
- ICML 2016
- Readers: Everyone
Learning Continuous Control Policies by Stochastic Value Gradients
Nicolas Heess, Gregory Wayne, David Silver, Timothy P. Lillicrap, Tom Erez, Yuval Tassa
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone

Co-Authors

View all 53 co-authors