Neil Burch

Researcher, Sony AI

Joined

April 2020

Names

Neil Burch (Preferred)

Emails

****@cs.ualberta.ca (Confirmed)

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Sony AI (sony.com)

2023 – Present

Researcher

DeepMind (google.com)

2017 – 2023

PhD student

University of Alberta (ualberta.ca)

2011 – 2017

Advisors, Relations & Conflicts

Coauthor

Viliam Lisy

2016 – 2020

PhD Advisor

Michael Bowling

2011 – 2017

Expertise

multiagent learning

2017 – Present

game theory

2011 – Present

2000 – Present

Publications

Population-based Evaluation in Repeated Rock-Paper-Scissors as a Benchmark for Multiagent Reinforcement Learning
Marc Lanctot, John Schultz, Neil Burch, Max Olan Smith, Daniel Hennes, Thomas Anthony, Julien Perolat
- ALA 2024
- Readers: Everyone
Population-based Evaluation in Repeated Rock-Paper-Scissors as a Benchmark for Multiagent Reinforcement Learning
Marc Lanctot, John Schultz, Neil Burch, Max Olan Smith, Daniel Hennes, Thomas Anthony, Julien Perolat
- Accepted by TMLR
- Readers: Everyone
Solving Common-Payoff Games with Approximate Policy Iteration
Samuel Sokota, Edward Lockhart, Finbarr Timbers, Elnaz Davoodi, Ryan D'Orazio, Neil Burch, Martin Schmid, Michael Bowling, Marc Lanctot
- 20 May 2021 (modified: 21 Jan 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Solving Common-Payoff Games with Approximate Policy Iteration
Samuel Sokota, Edward Lockhart, Finbarr Timbers, Elnaz Davoodi, Ryan D'Orazio, Neil Burch, Martin Schmid, Michael Bowling, Marc Lanctot
- 2021 (modified: 15 May 2025)
- CoRR 2021
- Readers: Everyone
The Hanabi challenge: A new frontier for AI research.
Nolan Bard, Jakob N. Foerster, Sarath Chandar, Neil Burch, Marc Lanctot, H. Francis Song, Emilio Parisotto, Vincent Dumoulin, Subhodeep Moitra, Edward Hughes, Iain Dunning, Shibl Mourad, Hugo Larochelle, Marc G. Bellemare, Michael Bowling
- 2020 (modified: 01 Jun 2020)
- Artif. Intell.2020
- Readers: Everyone
From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization.
Julien Pérolat, Rémi Munos, Jean-Baptiste Lespiau, Shayegan Omidshafiei, Mark Rowland, Pedro A. Ortega, Neil Burch, Thomas W. Anthony, David Balduzzi, Bart De Vylder, Georgios Piliouras, Marc Lanctot, Karl Tuyls
- 2020 (modified: 09 Nov 2022)
- CoRR2020
- Readers: Everyone
Sound Search in Imperfect Information Games
Michal Sustr, Martin Schmid, Matej Moravcík, Neil Burch, Marc Lanctot, Michael Bowling
- 2020 (modified: 15 May 2025)
- CoRR 2020
- Readers: Everyone
Human-Agent Cooperation in Bridge Bidding
Edward Lockhart, Neil Burch, Nolan Bard, Sebastian Borgeaud, Tom Eccles, Lucas Smaira, Ray Smith
- 2020 (modified: 04 Mar 2025)
- CoRR 2020
- Readers: Everyone
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning
Jakob N. Foerster, Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew Botvinick, Michael Bowling
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Revisiting CFR+ and Alternating Updates.
Neil Burch, Matej Moravcik, Martin Schmid
- 2019 (modified: 09 Nov 2022)
- J. Artif. Intell. Res.2019
- Readers: Everyone

View all 70 publications

Co-Authors

View all 89 co-authors