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Edward Lockhart

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Approximate exploitability: Learning a best response in large games

Timbers Finbarr,Lockhart Edward, Schmid Martin,Lanctot Marc,Bowling Michael

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Fast computation of Nash Equilibria in Imperfect Information Games

Remi Munos,Julien Perolat, Jean-Baptiste Lespiau,Mark Rowland,Bart De Vylder,Marc Lanctot, Finbarr Timbers,Daniel Hennes,Shayegan Omidshafiei, Audrunas Gruslys,Mohammad Gheshlaghi Azar,Edward Lockhart

ICML 2020, (2020)

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Deep reinforcement learning with relational inductive biases

Vinícius Flores Zambaldi, David Raposo,Adam Santoro,Victor Bapst,Yujia Li, Igor Babuschkin,Karl Tuyls, David P. Reichert,Timothy P. Lillicrap,Edward Lockhart,Murray Shanahan, Victoria Langston

ICLR, (2019)

EIBibtex

OpenSpiel: A Framework for Reinforcement Learning in Games

Lanctot Marc,Lockhart Edward, Lespiau Jean-Baptiste, Zambaldi Vinicius, Upadhyay Satyaki,Pérolat Julien, Srinivasan Sriram, Timbers Finbarr,Tuyls Karl,Omidshafiei Shayegan,Hennes Daniel, Morrill Dustin

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Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model

Schrittwieser Julian,Antonoglou Ioannis, Hubert Thomas,Simonyan Karen,Sifre Laurent, Schmitt Simon,Guez Arthur,Lockhart Edward,Hassabis Demis,Graepel Thore,Lillicrap Timothy,Silver David

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Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent

Edward Lockhart,Marc Lanctot,Julien Pérolat,Jean-Baptiste Lespiau,Dustin Morrill,Finbarr Timbers,Karl Tuyls

IJCAI, (2019): 464-470

Cited by14EIBibtex

Parallel WaveNet: Fast High-Fidelity Speech Synthesis

Aäron van den Oord, Yazhe Li, Igor Babuschkin,Karen Simonyan,Oriol Vinyals,Koray Kavukcuoglu, George van den Driessche,Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe

international conference on machine learning, (2018)

Cited by289EIBibtex

Efficient Neural Audio Synthesis

Nal Kalchbrenner,Erich Elsen,Karen Simonyan, Seb Noury, Norman Casagrande,Edward Lockhart, Florian Stimberg,Aäron van den Oord,Sander Dieleman,Koray Kavukcuoglu

ICML, (2018): 2410-2419

Cited by186EIBibtex

Relational Deep Reinforcement Learning

Vinícius Flores Zambaldi, David Raposo,Adam Santoro,Victor Bapst,Yujia Li, Igor Babuschkin,Karl Tuyls,David P. Reichert,Timothy P. Lillicrap,Edward Lockhart,Murray Shanahan, Victoria Langston

arXiv: Learning, (2018)

Cited by85EIBibtex

Consistent Generative Query Networks

Ananya Kumar,S. M. Ali Eslami,Danilo J. Rezende, Marta Garnelo, Fabio Viola,Edward Lockhart,Murray Shanahan

arXiv: Computer Vision and Pattern Recognition, (2018)

EIBibtex

Consistent Jumpy Predictions for Videos and Scenes

Ananya Kumar,S. M. Ali Eslami,Danilo Jimenez Rezende, Marta Garnelo, Fabio Viola,Edward Lockhart,Murray Shanahan

arXiv: Computer Vision and Pattern Recognition, (2018)

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