Dustin Morrill

Researcher, Sony AI

Joined

July 2019

Names

Dustin Morrill

Emails

****@ualberta.ca (Confirmed)

****@sony.com (Confirmed)

Personal Links

Career & Education History

Researcher

Sony AI (sony.com)

2022 – Present

PhD student

Computing Science, University of Alberta (ualberta.ca)

2016 – 2022

Researcher

DeepMind (google.com)

2019 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Amy Greenwald

2020 – 2022

PhD Advisor

Michael Bowling

2016 – 2022

Expertise

algorithmic game theory

2016 – Present

multi-agent reinforcement learning

2016 – Present

online learning

2016 – Present

Publications

Learning to Be Cautious
Montaser Mohammedalamen, Dustin Morrill, Alexander Sieusahai, yash satsangi, Michael Bowling
- Accepted by TMLR
- Readers: Everyone
Composing Efficient, Robust Tests for Policy Selection
Dustin Morrill, Thomas Walsh, Daniel Hernandez, Peter R. Wurman, Peter Stone
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Alternative Function Approximation Parameterizations for Solving Games: An Analysis of f-Regression Counterfactual Regret Minimization
Ryan D'Orazio, Dustin Morrill, James R. Wright, Michael Bowling
- 20 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Hindsight and Sequential Rationality of Correlated Play
Dustin Morrill, Ryan D'Orazio, Reca Sarfati, Marc Lanctot, James R. Wright, Amy Greenwald, Michael Bowling
- 20 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games
Dustin Morrill, Ryan D'Orazio, Marc Lanctot, James R. Wright, Michael Bowling, Amy R. Greenwald
- 2021 (modified: 30 Mar 2022)
- ICML 2021
- Readers: Everyone
Hindsight and Sequential Rationality of Correlated Play
Dustin Morrill, Ryan D'Orazio, Reca Sarfati, Marc Lanctot, James R. Wright, Amy R. Greenwald, Michael Bowling
- 2021 (modified: 30 Mar 2022)
- AAAI 2021
- Readers: Everyone
Learning to Be Cautious
Montaser Mohammedalamen, Dustin Morrill, Alexander Sieusahai, Yash Satsangi, Michael Bowling
- 2021 (modified: 30 Mar 2022)
- CoRR 2021
- Readers: Everyone
The Partially Observable History Process
Dustin Morrill, Amy R. Greenwald, Michael Bowling
- 2021 (modified: 30 Mar 2022)
- CoRR 2021
- Readers: Everyone
The Advantage Regret-Matching Actor-Critic
Audrunas Gruslys, Marc Lanctot, Remi Munos, Finbarr Timbers, Martin Schmid, Julien Perolet, Dustin Morrill, Vinicius Zambaldi, Jean-Baptiste Lespiau, John Schultz, Mohammad Gheshlaghi Azar, Michael Bowling, Karl Tuyls
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Neural Replicator Dynamics: Multiagent Learning via Hedging Policy Gradients
Daniel Hennes, Dustin Morrill, Shayegan Omidshafiei, Rémi Munos, Julien Pérolat, Marc Lanctot, Audrunas Gruslys, Jean-Baptiste Lespiau, Paavo Parmas, Edgar A. Duéñez-Guzmán, Karl Tuyls
- 2020 (modified: 30 Mar 2022)
- AAMAS 2020
- Readers: Everyone

View all 19 publications

Co-Authors

View all 59 co-authors