Подписаться
Sergio Gómez Colmenarejo
Sergio Gómez Colmenarejo
Research Engineer, DeepMind
Подтвержден адрес электронной почты в домене google.com
Название
Процитировано
Процитировано
Год
Learning to learn by gradient descent by gradient descent
M Andrychowicz, M Denil, S Gomez, MW Hoffman, D Pfau, T Schaul, ...
Advances in neural information processing systems 29, 2016
15832016
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
14432016
Policy distillation
AA Rusu, SG Colmenarejo, C Gulcehre, G Desjardins, J Kirkpatrick, ...
arXiv preprint arXiv:1511.06295, 2015
4732015
Learning to learn without gradient descent by gradient descent
Y Chen, MW Hoffman, SG Colmenarejo, M Denil, TP Lillicrap, M Botvinick, ...
International Conference on Machine Learning, 748-756, 2017
219*2017
Learned optimizers that scale and generalize
O Wichrowska, N Maheswaranathan, MW Hoffman, SG Colmenarejo, ...
International Conference on Machine Learning, 3751-3760, 2017
1932017
Parallel multiscale autoregressive density estimation
S Reed, A Oord, N Kalchbrenner, SG Colmenarejo, Z Wang, Y Chen, ...
International conference on machine learning, 2912-2921, 2017
1772017
Acme: A research framework for distributed reinforcement learning
M Hoffman, B Shahriari, J Aslanides, G Barth-Maron, F Behbahani, ...
arXiv preprint arXiv:2006.00979, 2020
1062020
Rl unplugged: A suite of benchmarks for offline reinforcement learning
C Gulcehre, Z Wang, A Novikov, T Paine, S Gómez, K Zolna, R Agarwal, ...
Advances in Neural Information Processing Systems 33, 7248-7259, 2020
72*2020
Scaling data-driven robotics with reward sketching and batch reinforcement learning
S Cabi, SG Colmenarejo, A Novikov, K Konyushkova, S Reed, R Jeong, ...
arXiv preprint arXiv:1909.12200, 2019
70*2019
Programmable agents
M Denil, SG Colmenarejo, S Cabi, D Saxton, N de Freitas
arXiv preprint arXiv:1706.06383, 2017
592017
Learning awareness models
B Amos, L Dinh, S Cabi, T Rothörl, SG Colmenarejo, A Muldal, T Erez, ...
arXiv preprint arXiv:1804.06318, 2018
392018
The intentional unintentional agent: Learning to solve many continuous control tasks simultaneously
S Cabi, SG Colmenarejo, MW Hoffman, M Denil, Z Wang, N Freitas
Conference on Robot Learning, 207-216, 2017
332017
Task-relevant adversarial imitation learning
K Zolna, S Reed, A Novikov, SG Colmenarejo, D Budden, S Cabi, M Denil, ...
arXiv preprint arXiv:1910.01077, 2019
272019
TF-Replicator: Distributed machine learning for researchers
P Buchlovsky, D Budden, D Grewe, C Jones, J Aslanides, F Besse, ...
arXiv preprint arXiv:1902.00465, 2019
222019
One-shot high-fidelity imitation: Training large-scale deep nets with rl
TL Paine, SG Colmenarejo, Z Wang, S Reed, Y Aytar, T Pfaff, ...
arXiv preprint arXiv:1810.05017, 2018
162018
A generalist agent
S Reed, K Zolna, E Parisotto, SG Colmenarejo, A Novikov, G Barth-Maron, ...
arXiv preprint arXiv:2205.06175, 2022
132022
Regularized behavior value estimation
C Gulcehre, SG Colmenarejo, Z Wang, J Sygnowski, T Paine, K Zolna, ...
arXiv preprint arXiv:2103.09575, 2021
102021
Visual imitation with a minimal adversary
S Reed, Y Aytar, Z Wang, T Paine, A van den Oord, T Pfaff, S Gomez, ...
22018
Approximate hubel-wiesel modules and the data structures of neural computation
JZ Leibo, J Cornebise, S Gómez, D Hassabis
arXiv preprint arXiv:1512.08457, 2015
22015
StarCraft II Unplugged: Large Scale Offline Reinforcement Learning
M Mathieu, S Ozair, S Srinivasan, C Gulcehre, S Zhang, R Jiang, ...
Deep RL Workshop NeurIPS 2021, 2021
12021
В данный момент система не может выполнить эту операцию. Повторите попытку позднее.
Статьи 1–20