Edward Lockhart

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His current research focus is on sampling algorithms for equilibrium computation and decision-making. Edward Lockhart contributed to various reinforcement learning projects, such as OpenSpiel and MuZero。

Research Interests

Papers共 15 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

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

Proceedings of the AAAI Conference on Artificial Intelligence（2021）

Cited19Views0EIBibtex

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

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

Nature（2020）

Cited2903Views0WOSEINATUREBibtex

2903

Fast Computation of Nash Equilibria in Imperfect Information Games

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

International Conference on Machine Learning (2020): 7119-7129

Cited12Views0EIBibtex

Deep Learning Monitor

Nature Communicationsno. 1 (2020): 1760

Cited0Views0Bibtex

Human-Agent Cooperation in Bridge Bidding

Edward Lockhart,Neil Burch,Nolan Bard,Sebastian Borgeaud,Tom Eccles,Lucas Smaira, Ray Smith

CoRR (2020)

Cited5Views0EIBibtex

Approximate exploitability: Learning a best response in large games

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

ArXiv (2020)

Cited3Views0Bibtex

Consistent Jumpy Predictions for Videos and Scenes

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

ICLR 2019（2019）

Cited8Views0Bibtex

Deep Reinforcement Learning with Relational Inductive Biases

Vinicius 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,Razvan Pascanu,Matthew Botvinick,Oriol Vinyals,Peter Battaglia

ICLR 2019（2019）

Cited264Views0EIBibtex

264

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Papers共 15 篇Author StatisticsCo-AuthorSimilar Experts