Tim Harley

DeepMind

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Imitating Interactive Intelligence

Josh Abramson,Arun Ahuja, Arthur Brussee, Federico Carnevale, Mary Cassin,Stephen Clark, Andrew Dudzik, Petko Georgiev, Aurelia Guy,Tim Harley,Felix Hill, Alden Hung

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A Generalized Framework for Population Based Training

Ang Li,Ola Spyra,Sagi Perel,Valentin Dalibard,Max Jaderberg,Chenjie Gu,David Budden,Tim Harley,Pramod Gupta

KDD, (2019): 1791.0-1799.0

Cited by12EIBibtex

IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures

Lasse Espeholt,Hubert Soyer,Rémi Munos,Karen Simonyan,Volodymyr Mnih, Tom Ward, Yotam Doron, Vlad Firoiu,Tim Harley,Iain Dunning,Shane Legg,Koray Kavukcuoglu

ICML, (2018): 1406-1415

Cited by440EIBibtex

Dynamic control flow in large-scale machine learning

Yuan Yu,Martín Abadi,Paul Barham,Eugene Brevdo, Mike Burrows,Andy Davis,Jeff Dean,Sanjay Ghemawat,Tim Harley, Peter Hawkins,Michael Isard,Manjunath Kudlur

EUROSYS '18: PROCEEDINGS OF THE THIRTEENTH EUROSYS CONFERENCE, (2018): 18:1-18:15

Cited by29EIBibtex

Unsupervised Predictive Memory in a Goal-Directed Agent

Greg Wayne,Chia-Chun Hung, David Amos,Mehdi Mirza,Arun Ahuja,Agnieszka Grabska-Barwinska, Jack W. Rae,Piotr Mirowski,Joel Z. Leibo,Adam Santoro, Mevlana Gemici, Malcolm Reynolds

arXiv: Learning, (2018)

Cited by85EIBibtex

The Predictron: End-To-End Learning and Planning

David Silver,Hado van Hasselt,Matteo Hessel,Tom Schaul,Arthur Guez,Tim Harley,Gabriel Dulac-Arnold,David P. Reichert,Neil C. Rabinowitz, André Barreto,Thomas Degris

international conference on machine learning, (2017)

Cited by135EIBibtex

Hybrid computing using a neural network with dynamic external memory

Alex Graves,Greg Wayne, Malcolm Reynolds,Tim Harley,Ivo Danihelka,Agnieszka Grabska-Barwińska, Sergio Gómez Colmenarejo,Edward Grefenstette,Tiago Ramalho, John Agapiou, Adrià Puigdomènech Badia,Karl Moritz Hermann

Nature, no. 7626 (2016): 471-476

Cited by986WOSEIBibtex

Asynchronous Methods for Deep Reinforcement Learning

Volodymyr Mnih, Adrià Puigdomènech Badia,Mehdi Mirza,Alex Graves,Timothy P. Lillicrap,Tim Harley,David Silver,Koray Kavukcuoglu

ICML, (2012): 1928-1937

Cited by3932EIBibtex

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Tim HarleyBinding

Papers8 papers

Tim Harley