The Game Imitation: Deep Supervised Convolutional Networks for Quick Video Game AI

Algorithms for inverse reinforcement learning

A. Ng and S. Russel · 2000

Earlier work this paper cites.

Theano: A cpu and gpu math expression compiler

J. Bergstra, O. Breuleux, F. Bastien, P. Lamblin, R. Pascanu, G. Desjardins, J. Turian, D. Warde-Farley, and Y. Bengio · 2010

Earlier work this paper cites.

Efficient reductions for imitation learning

S. Ross and J. A. Bagnell · 2010

Earlier work this paper cites.

A reduction of imitation learning and structured prediction to no-regret online learning

S. Ross, G. Gordon, and J. A. Bagnell · 2011

Earlier work this paper cites.

Theano: new features and speed improvements

F. Bastien, P. Lamblin, R. Pascanu, J. Bergstra, I. Goodfellow, A. Bergeron, N. Bouchard, D. Warde-Farley, and Y. Bengio · 2012

Earlier work this paper cites.

Imagenet classification with deep convolutional neural networks

A. Krizhevsky, I. Sutskever, and G. Hinton · 2012

Cited alongside, same era.

3d convolutional neural networks for human action recognition

S. Ji, W. Xu, M. Yang, and K. Yu · 2013

Cited alongside, same era.

Large-scale video classification with convolutional neural networks

A. Karpathy, G. Toderici, S. Shetty, T. Leung, R. Sukthankar, and F. Li · 2014

Cited alongside, same era.

Human-level control through deep reinforcement learning

V. Mnih, K. Kavukcuoglu, D. Silver, A. Rusu, J. Veness, M. Bellemare, A. Graves, M. Riedmiller, A. Fidjeland, G. Ostrovski, S. Petersen, C. Beattie, A. Sadik, I. Antonoglou, H. King, D. Kumaran, D. Wierstra, S. Legg, and D. Hassabis · 2014

Cited alongside, same era.

Deep inside convolutional networks: Visualizing image classification models and saliency maps

Original

K. Simonyan, A. Vedaldi, and A. Zisserman · 2014

Cited alongside, same era.

http://www.fraps.com/download.php

Fraps: Real-time video capture and benchmarking

Cited in the paper.

http://pj64-emu.com/

Project 64: Nintendo 64 emulator

Cited in the paper.

https://github.com/Lasagne/Lasagne

Python lasagne wrapper for theano deep learning package

Cited in the paper.

Beyond short snippets: Deep networks for video classification

J. Ng, M. Hausknecht, S. Vijayanarasimhan, O. Vinyals, R. Monga, and G. Toderici · 2015

Later among the works it cites.

Generative adversarial imitation learning

J. Ho and S. Ermon · 2016

Later among the works it cites.

Mastering the game of go with deep neural networks and tree search

D. Silver, A. Huang, C. Maddison, A. Guez, L. Sifre, G. van de Driessche, J. Schrittwieser, I. Antonoglou, V. Panneershelvam, M. Lanctot, S. Dieleman, D. Grewe, J. Nham, N. Kalchbrenner, I. Sutskever, T. Lillicrap, M. Leach, K. Kavukcuoglu, T. Graepel, and D. Hassabis · 2016

Later among the works it cites.

Query-efficient imitation learning for end-to-end autonomous driving

Original

J. Zhang and K. Cho · 2016

Later among the works it cites.