Tim Harley
Tim Harley
DeepMind
Verified email at google.com
TitleCited byYear
Asynchronous methods for deep reinforcement learning
V Mnih, AP Badia, M Mirza, A Graves, T Lillicrap, T Harley, D Silver, ...
International Conference on Machine Learning, 1928-1937, 2016
23882016
Hybrid computing using a neural network with dynamic external memory
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ...
Nature 538 (7626), 471, 2016
6992016
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
L Espeholt, H Soyer, R Munos, K Simonyan, V Mnih, T Ward, Y Doron, ...
arXiv preprint arXiv:1802.01561, 2018
2182018
The predictron: End-to-end learning and planning
D Silver, H van Hasselt, M Hessel, T Schaul, A Guez, T Harley, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
1122017
Scaling memory-augmented neural networks with sparse reads and writes
J Rae, JJ Hunt, I Danihelka, T Harley, AW Senior, G Wayne, A Graves, ...
Advances in Neural Information Processing Systems, 3621-3629, 2016
662016
Dynamic control flow in large-scale machine learning
Y Yu, M Abadi, P Barham, E Brevdo, M Burrows, A Davis, J Dean, ...
Proceedings of the Thirteenth EuroSys Conference, 18, 2018
172018
Asynchronous deep reinforcement learning
V Mnih, AP Badia, AB Graves, TJA Harley, D Silver, K Kavukcuoglu
US Patent App. 10/346,741, 2019
8*2019
Augmenting neural networks with external memory
AB Graves, I Danihelka, TJA Harley, MKC Reynolds, GD Wayne
US Patent App. 15/374,974, 2017
32017
A Generalized Framework for Population Based Training
A Li, O Spyra, S Perel, V Dalibard, M Jaderberg, C Gu, D Budden, ...
arXiv preprint arXiv:1902.01894, 2019
22019
Asynchronous deep reinforcement learning
V Mnih, AP Badia, AB Graves, TJA Harley, D Silver, K Kavukcuoglu
US Patent App. 16/403,388, 2019
2019
Asynchronous deep reinforcement learning
V Mnih, AP Badia, AB Graves, TJA Harley, D Silver, K Kavukcuoglu
US Patent App. 15/977,923, 2018
2018
Population Based Training as a Service
A Li, O Spyra, S Perel, V Dalibard, M Jaderberg, C Gu, D Budden, ...
2018
Augmenting neural networks with sparsely-accessed external memory
I Danihelka, GD Wayne, FM Wang, ET Grefenstette, JW Rae, AB Graves, ...
US Patent App. 15/424,685, 2017
2017
Asynchronous deep reinforcement learning
V Mnih, AP Badia, AB Graves, TJA Harley, D Silver, K Kavukcuoglu
US Patent App. 15/349,950, 2017
2017
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