Tim Harley
Tim Harley
DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
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
56692016
Hybrid computing using a neural network with dynamic external memory
A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ...
Nature 538 (7626), 471-476, 2016
12972016
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, ...
International Conference on Machine Learning, 1407-1416, 2018
7382018
The predictron: End-to-end learning and planning
D Silver, H Hasselt, M Hessel, T Schaul, A Guez, T Harley, ...
International Conference on Machine Learning, 3191-3199, 2017
2162017
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
1382016
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, 1-15, 2018
542018
Multiplicative interactions and where to find them
SM Jayakumar, WM Czarnecki, J Menick, J Schwarz, J Rae, S Osindero, ...
International Conference on Learning Representations, 2019
392019
A generalized framework for population based training
A Li, O Spyra, S Perel, V Dalibard, M Jaderberg, C Gu, D Budden, ...
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
312019
Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text
F Hill, S Mokra, N Wong, T Harley
arXiv preprint arXiv:2005.09382, 2020
182020
Imitating interactive intelligence
J Abramson, A Ahuja, I Barr, A Brussee, F Carnevale, M Cassin, ...
arXiv preprint arXiv:2012.05672, 2020
142020
Asynchronous deep reinforcement learning
V Mnih, AP Badia, AB Graves, TJA Harley, D Silver, K Kavukcuoglu
US Patent App. 10/346,741, 2019
9*2019
Asynchronous deep reinforcement learning
V Mnih, AP Badia, AB Graves, TJA Harley, D Silver, K Kavukcuoglu
US Patent 10,936,946, 2021
42021
Augmenting neural networks with external memory
AB Graves, I Danihelka, TJA Harley, MKC Reynolds, GD Wayne
US Patent 10,832,134, 2020
32020
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
22017
Robust Instruction-Following in a Situated Agent via Transfer-Learning from Text
F Hill, S Mokra, N Wong, T Harley
12019
Population Based Training as a Service
A Li, O Spyra, S Perel, V Dalibard, M Jaderberg, C Gu, D Budden, ...
NIPS Systems for ML Workshop, Montréal, Canada, 2018
12018
Asynchronous deep reinforcement learning
V Mnih, AP Badia, AB Graves, TJA Harley, D Silver, K Kavukcuoglu
US Patent App. 17/170,316, 2021
2021
Augmenting neural networks with external memory
AB Graves, I Danihelka, TJA Harley, MKC Reynolds, GD Wayne
US Patent App. 17/093,373, 2021
2021
Population-based training of machine learning models
A Li, VC Dalibard, D BUDDEN, O Spyra, ME Jaderberg, TJA Harley, ...
US Patent App. 16/586,236, 2021
2021
Distributed training using actor-critic reinforcement learning with off-policy correction factors
HJ Soyer, L Espeholt, K Simonyan, Y Doron, V Firoiu, V Mnih, ...
US Patent App. 16/767,049, 2021
2021
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