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Andrei A. Rusu
Andrei A. Rusu
Research Scientist, DeepMind
在 google.com 的电子邮件经过验证
标题
引用次数
引用次数
年份
Human-level control through deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare, ...
nature 518 (7540), 529-533, 2015
291622015
Overcoming catastrophic forgetting in neural networks
J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ...
Proceedings of the national academy of sciences 114 (13), 3521-3526, 2017
64492017
Progressive neural networks
AA Rusu, NC Rabinowitz, G Desjardins, H Soyer, J Kirkpatrick, ...
arXiv preprint arXiv:1606.04671, 2016
26742016
Meta-learning with latent embedding optimization
AA Rusu, D Rao, J Sygnowski, O Vinyals, R Pascanu, S Osindero, ...
arXiv preprint arXiv:1807.05960, 2018
14912018
Pathnet: Evolution channels gradient descent in super neural networks
C Fernando, D Banarse, C Blundell, Y Zwols, D Ha, AA Rusu, A Pritzel, ...
arXiv preprint arXiv:1701.08734, 2017
9152017
Policy distillation
AA Rusu, SG Colmenarejo, C Gulcehre, G Desjardins, J Kirkpatrick, ...
arXiv preprint arXiv:1511.06295, 2015
7332015
Neural scene representation and rendering
SMA Eslami, D Jimenez Rezende, F Besse, F Viola, AS Morcos, ...
Science 360 (6394), 1204-1210, 2018
6872018
Sim-to-real robot learning from pixels with progressive nets
AA Rusu, M Večerík, T Rothörl, N Heess, R Pascanu, R Hadsell
Conference on robot learning, 262-270, 2017
6152017
Darla: Improving zero-shot transfer in reinforcement learning
I Higgins, A Pal, A Rusu, L Matthey, C Burgess, A Pritzel, M Botvinick, ...
International Conference on Machine Learning, 1480-1490, 2017
4822017
Embracing change: Continual learning in deep neural networks
R Hadsell, D Rao, AA Rusu, R Pascanu
Trends in cognitive sciences 24 (12), 1028-1040, 2020
3952020
Reinforcement and imitation learning for diverse visuomotor skills
Y Zhu, Z Wang, J Merel, A Rusu, T Erez, S Cabi, S Tunyasuvunakool, ...
arXiv preprint arXiv:1802.09564, 2018
3402018
Imagine all the people: how the brain creates and uses personality models to predict behavior
D Hassabis, RN Spreng, AA Rusu, CA Robbins, RA Mar, DL Schacter
Cerebral Cortex 24 (8), 1979-1987, 2014
3002014
Continual unsupervised representation learning
D Rao, F Visin, A Rusu, R Pascanu, YW Teh, R Hadsell
Advances in neural information processing systems 32, 2019
2592019
Meta-learning with warped gradient descent
S Flennerhag, AA Rusu, R Pascanu, F Visin, H Yin, R Hadsell
arXiv preprint arXiv:1909.00025, 2019
2292019
Task agnostic continual learning via meta learning
X He, J Sygnowski, A Galashov, AA Rusu, YW Teh, R Pascanu
arXiv preprint arXiv:1906.05201, 2019
1092019
& Petersen, S.(2015). Human-level control through deep reinforcement learning
V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare
Nature 518 (7540), 529, 0
88
Progressive neural networks. arXiv 2016
AA Rusu, NC Rabinowitz, G Desjardins, H Soyer, J Kirkpatrick, ...
arXiv preprint arXiv:1606.04671, 2016
842016
& Hassabis, D.(2015)
V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare
Human-level control through deep reinforcement learning. nature 518 (7540 …, 0
78
Hyperneat for locomotion control in modular robots
E Haasdijk, AA Rusu, AE Eiben
Evolvable Systems: From Biology to Hardware: 9th International Conference …, 2010
732010
Meta-learning by the baldwin effect
C Fernando, J Sygnowski, S Osindero, J Wang, T Schaul, D Teplyashin, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018
472018
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