Processing inputs using recurrent neural networks

Sutskever Ilya , Zaremba Wojciech

2020
OpenAI 发布训练实体机器人的最新模拟环境

MATTHIAS PLAPPERT , MARCIN ANDRYCHOWICZ , ALEX RAY , BOB MCGREW
机器人产业

2018
An Empirical Exploration of Recurrent Network Architectures

Ilya Sutskever , Rafal Jozefowicz , Wojciech Zaremba , Wojciech Zaremba
international conference on machine learning 2342 -2350

2,059
2015
Learning to Execute

Ilya Sutskever , Wojciech Zaremba
arXiv: Neural and Evolutionary Computing

584
2014
Recurrent Neural Network Regularization

Ilya Sutskever , Wojciech Zaremba , Oriol Vinyals
arXiv: Neural and Evolutionary Computing

2,938
2014
Spectral Networks and Locally Connected Networks on Graphs

Arthur Szlam , Yann LeCun , Joan Bruna , Wojciech Zaremba
arXiv: Learning

4,492
2013
Intriguing properties of neural networks

Joan Bruna , Christian Szegedy , Ilya Sutskever , Ian Goodfellow
arXiv: Computer Vision and Pattern Recognition

12,536
2013
Learning to Discover Efficient Mathematical Identities

Rob Fergus , Karol Kurach , Wojciech Zaremba
neural information processing systems 27 1278 -1286

58
2014
Learning Simple Algorithms from Examples

Tomas Mikolov , Rob Fergus , Armand Joulin , Wojciech Zaremba
arXiv: Artificial Intelligence

113
2015
Sequence Level Training with Recurrent Neural Networks

Marc'Aurelio Ranzato , Michael Auli , Sumit Chopra , Wojciech Zaremba
arXiv: Learning

1,515
2015
Reinforcement Learning Neural Turing Machines - Revised

Ilya Sutskever , Wojciech Zaremba
arXiv: Learning

290
2015
Convolutional networks and learning invariant to homogeneous multiplicative scalings

Mark Tygert , Arthur Szlam , Marc'Aurelio Ranzato , Yuandong Tian
arXiv: Learning

10
2015
Deep neural networks predict category typicality ratings for images

Todd M. Gureckis , Brenden M. Lake , Rob Fergus , Wojciech Zaremba
Cognitive Science

86
2015
Transfer from Simulation to Real World through Learning Deep Inverse Dynamics Model

Pieter Abbeel , Igor Mordatch , Paul F. Christiano , Trevor Blackwell
arXiv: Robotics

211
2016
Extensions and Limitations of the Neural GPU

Ilya Sutskever , Eric Price , Wojciech Zaremba
arXiv: Neural and Evolutionary Computing

16
2016
5
2016
One-Shot Imitation Learning

Ilya Sutskever , Pieter Abbeel , Marcin Andrychowicz , Yan Duan
arXiv: Artificial Intelligence

635
2017
Hindsight Experience Replay

Marcin Andrychowicz , Filip Wolski , Alex Ray , Jonas Schneider
arXiv: Learning

1,966
2017
Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research

Marcin Andrychowicz , Peter Welinder , Vikash Kumar , Matthias Plappert
arXiv: Learning

377
2018
Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation

Emily Denton , Yann LeCun , Joan Bruna , Rob Fergus
arXiv: Computer Vision and Pattern Recognition

1,710
2014