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Dustin Morrill

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Composing Efficient, Robust Tests for Policy Selection

Jun 12, 2023
Dustin Morrill, Thomas J. Walsh, Daniel Hernandez, Peter R. Wurman, Peter Stone

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Interpolating Between Softmax Policy Gradient and Neural Replicator Dynamics with Capped Implicit Exploration

Jun 04, 2022
Dustin Morrill, Esra'a Saleh, Michael Bowling, Amy Greenwald

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Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: Corrections

May 24, 2022
Dustin Morrill, Ryan D'Orazio, Marc Lanctot, James R. Wright, Michael Bowling, Amy R. Greenwald

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The Partially Observable History Process

Nov 15, 2021
Dustin Morrill, Amy R. Greenwald, Michael Bowling

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Learning to Be Cautious

Oct 29, 2021
Montaser Mohammedalamen, Dustin Morrill, Alexander Sieusahai, Yash Satsangi, Michael Bowling

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Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games

Feb 13, 2021
Dustin Morrill, Ryan D'Orazio, Marc Lanctot, James R. Wright, Michael Bowling, Amy Greenwald

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Hindsight and Sequential Rationality of Correlated Play

Dec 17, 2020
Dustin Morrill, Ryan D'Orazio, Reca Sarfati, Marc Lanctot, James R. Wright, Amy Greenwald, Michael Bowling

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The Advantage Regret-Matching Actor-Critic

Aug 27, 2020
Audrūnas Gruslys, Marc Lanctot, Rémi Munos, Finbarr Timbers, Martin Schmid, Julien Perolat, Dustin Morrill, Vinicius Zambaldi, Jean-Baptiste Lespiau, John Schultz, Mohammad Gheshlaghi Azar, Michael Bowling, Karl Tuyls

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Alternative Function Approximation Parameterizations for Solving Games: An Analysis of $f$-Regression Counterfactual Regret Minimization

Dec 06, 2019
Ryan D'Orazio, Dustin Morrill, James R. Wright, Michael Bowling

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