Action-Conditional Video Prediction using Deep Networks in Atari Games

31 July 2015

Papers citing "Action-Conditional Video Prediction using Deep Networks in Atari Games"

29 / 229 papers shown

Title
Self-Correcting Models for Model-Based Reinforcement Learning Erik Talvitie LRM 38 92 0 19 Dec 2016
End-to-end Learning of Driving Models from Large-scale Video Datasets Huazhe Xu Yang Gao Feng Yu Trevor Darrell 44 822 0 04 Dec 2016
A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games Felix Leibfried Nate Kushman Katja Hofmann 46 43 0 21 Nov 2016
Reinforcement Learning with Unsupervised Auxiliary Tasks Max Jaderberg Volodymyr Mnih Wojciech M. Czarnecki Tom Schaul Joel Z. Leibo David Silver Koray Kavukcuoglu SSL 13 1,222 0 16 Nov 2016
Learning to Perform Physics Experiments via Deep Reinforcement Learning Misha Denil Pulkit Agrawal Tejas D. Kulkarni Tom Erez Peter W. Battaglia Nando de Freitas AI4CE 46 339 0 06 Nov 2016
Learning to Act by Predicting the Future Alexey Dosovitskiy V. Koltun 29 280 0 06 Nov 2016
Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics J. M. Wong 27 11 0 01 Nov 2016
Multi-Objective Deep Reinforcement Learning Hossam Mossalam Yannis Assael D. Roijers Shimon Whiteson 35 151 0 09 Oct 2016
Learning What and Where to Draw Scott E. Reed Zeynep Akata S. Mohan Samuel Tenka Bernt Schiele Honglak Lee DRL GAN 30 618 0 08 Oct 2016
Video Pixel Networks Nal Kalchbrenner Aaron van den Oord Karen Simonyan Ivo Danihelka Oriol Vinyals Alex Graves Koray Kavukcuoglu 26 422 0 03 Oct 2016
Geometry-Based Next Frame Prediction from Monocular Video R. Mahjourian Martin Wicke A. Angelova MDE 19 41 0 20 Sep 2016
A Recurrent Encoder-Decoder Network for Sequential Face Alignment Xi Peng Rogerio Feris Xiaoyu Wang Dimitris N. Metaxas CVBM 180 140 0 19 Aug 2016
Learning a Driving Simulator Eder Santana George Hotz GAN 28 226 0 03 Aug 2016
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks Tianfan Xue Jiajun Wu Katherine Bouman Bill Freeman 43 416 0 09 Jul 2016
Learning to Poke by Poking: Experiential Learning of Intuitive Physics Pulkit Agrawal Ashvin Nair Pieter Abbeel Jitendra Malik Sergey Levine SSL 10 563 0 23 Jun 2016
Detection and Tracking of Liquids with Fully Convolutional Networks Connor Schenck Dieter Fox 19 17 0 20 Jun 2016
Unifying Count-Based Exploration and Intrinsic Motivation Marc G. Bellemare S. Srinivasan Georg Ostrovski Tom Schaul D. Saxton Rémi Munos 55 1,456 0 06 Jun 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 52 929 0 25 May 2016
Unsupervised Learning for Physical Interaction through Video Prediction Chelsea Finn Ian Goodfellow Sergey Levine 28 1,039 0 23 May 2016
Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering A. Srinivas Ramnandan Krishnamurthy Peeyush Kumar Balaraman Ravindran 21 41 0 17 May 2016
Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games Xiaoxiao Guo Satinder Singh Richard L. Lewis Honglak Lee 30 55 0 24 Apr 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 69 2,605 0 22 Apr 2016
Dialog-based Language Learning Jason Weston LLMAG 24 108 0 20 Apr 2016
"What happens if..." Learning to Predict the Effect of Forces in Images Roozbeh Mottaghi Mohammad Rastegari Abhinav Gupta Ali Farhadi OOD 31 123 0 17 Mar 2016
Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains David Abel Alekh Agarwal Fernando Diaz A. Krishnamurthy Robert Schapire OffRL 77 43 0 14 Mar 2016
Value Iteration Networks Aviv Tamar Yi Wu G. Thomas Sergey Levine Pieter Abbeel 35 649 0 09 Feb 2016
Learning to Communicate to Solve Riddles with Deep Distributed Recurrent Q-Networks Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 21 147 0 08 Feb 2016
Learning Visual Predictive Models of Physics for Playing Billiards Katerina Fragkiadaki Pulkit Agrawal Sergey Levine Jitendra Malik 13 260 0 23 Nov 2015
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 77 1,878 0 17 Nov 2015