Wojciech Zaremba
Wojciech Zaremba
OpenAI co-founder and head of robotics
Verified email at openai.com - Homepage
TitleCited byYear
Intriguing properties of neural networks
C Szegedy, W Zaremba, I Sutskever, J Bruna, D Erhan, I Goodfellow, ...
arXiv preprint arXiv:1312.6199, 2013
18742013
Improved techniques for training gans
T Salimans, I Goodfellow, W Zaremba, V Cheung, A Radford, X Chen
Advances in Neural Information Processing Systems, 2234-2242, 2016
14432016
Recurrent neural network regularization
W Zaremba, I Sutskever, O Vinyals
arXiv preprint arXiv:1409.2329, 2014
10252014
An empirical exploration of recurrent network architectures
R Jozefowicz, W Zaremba, I Sutskever
6352015
Exploiting linear structure within convolutional networks for efficient evaluation
EL Denton, W Zaremba, J Bruna, Y LeCun, R Fergus
Advances in neural information processing systems, 1269-1277, 2014
5182014
Openai gym
G Brockman, V Cheung, L Pettersson, J Schneider, J Schulman, J Tang, ...
arXiv preprint arXiv:1606.01540, 2016
5142016
Spectral networks and locally connected networks on graphs
J Bruna, W Zaremba, A Szlam, Y LeCun
arXiv preprint arXiv:1312.6203, 2013
4432013
Sequence level training with recurrent neural networks
MA Ranzato, S Chopra, M Auli, W Zaremba
arXiv preprint arXiv:1511.06732, 2015
3762015
Addressing the rare word problem in neural machine translation
MT Luong, I Sutskever, QV Le, O Vinyals, W Zaremba
arXiv preprint arXiv:1410.8206, 2014
3762014
Learning to execute
W Zaremba, I Sutskever
arXiv preprint arXiv:1410.4615, 2014
2852014
Domain randomization for transferring deep neural networks from simulation to the real world
J Tobin, R Fong, A Ray, J Schneider, W Zaremba, P Abbeel
Intelligent Robots and Systems (IROS), 2017 IEEE/RSJ International …, 2017
1922017
Reinforcement learning neural turing machines-revised
W Zaremba, I Sutskever
arXiv preprint arXiv:1505.00521, 2015
1612015
Hindsight experience replay
M Andrychowicz, F Wolski, A Ray, J Schneider, R Fong, P Welinder, ...
Advances in Neural Information Processing Systems, 5048-5058, 2017
1502017
One-shot imitation learning
Y Duan, M Andrychowicz, B Stadie, OAIJ Ho, J Schneider, I Sutskever, ...
Advances in neural information processing systems, 1087-1098, 2017
1302017
Sim-to-real transfer of robotic control with dynamics randomization
XB Peng, M Andrychowicz, W Zaremba, P Abbeel
2018 IEEE International Conference on Robotics and Automation (ICRA), 1-8, 2018
642018
Learning simple algorithms from examples
W Zaremba, T Mikolov, A Joulin, R Fergus
International Conference on Machine Learning, 421-429, 2016
622016
Transfer from simulation to real world through learning deep inverse dynamics model
P Christiano, Z Shah, I Mordatch, J Schneider, T Blackwell, J Tobin, ...
arXiv preprint arXiv:1610.03518, 2016
512016
B-test: A Non-parametric, Low Variance Kernel Two-sample Test
W Zaremba, A Gretton, M Blaschko
Advances in Neural Information Processing Systems (NIPS) 2013, 2013
472013
Overcoming exploration in reinforcement learning with demonstrations
A Nair, B McGrew, M Andrychowicz, W Zaremba, P Abbeel
2018 IEEE International Conference on Robotics and Automation (ICRA), 6292-6299, 2018
462018
Extending web applications with a lightweight zero knowledge proof authentication
S Grzonkowski, W Zaremba, M Zaremba, B McDaniel
Proceedings of the 5th international conference on Soft computing as …, 2008
262008
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Articles 1–20