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There has been a recent explosion in the capabilities of game-playing artificial intelligence.
Simple statistical gradient-following algorithms for connectionist reinforcement learning
Ronald J Williams · 1992
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An introduction to the conjugate gradient method without the agonizing pain
Jonathan R Shewchuk · 1994
Earlier work this paper cites.
Temporal difference learning and td-gammon
Gerald Tesauro · 1995
Earlier work this paper cites.
Multi-column deep neural networks for image classification
Dan Cireşan, Ueli Meier, and Juergen Schmidhuber · 2012
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
Earlier work this paper cites.
Playing atari with deep reinforcement learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, and Martin Riedmiller · 2013
Cited alongside, same era.
On the difficulty of training recurrent neural networks
Razvan Pascanu, Tomas Mikolov, and Yoshua Bengio · 2013
Cited alongside, same era.
Trust region policy optimization
John Schulman, Sergey Levine, Philipp Moritz, Michael I. Jordan, and Pieter Abbeel · 2015
Cited alongside, same era.
Deep reinforcement learning with double q-learning
Hado van Hasselt, Arthur Guez, and David Silver · 2015
Cited alongside, same era.
Unifying count-based exploration and intrinsic motivation, 2016
Marc G. Bellemare, Sriram Srinivasan, Georg Ostrovski, Tom Schaul, David Saxton, and Remi Munos · 2016
Later among the works it cites.
Openai gym, 2016
Greg Brockman, Vicki Cheung, Ludwig Pettersson, Jonas Schneider, John Schulman, Jie Tang, and Wojciech Zaremba · 2016
Later among the works it cites.
Asynchronous Methods for Deep Reinforcement Learning
V. Mnih, A. Puigdomenech Badia, M. Mirza, A. Graves, T. P. Lillicrap, T. Harley, D. Silver, and K. Kavukcuoglu · 2016
Later among the works it cites.
Mastering the game of go with deep neural networks and tree search
David Silver, Aja Huang, Christopher J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Veda Panneershelvam, Marc Lanctot, Sander Dieleman, Dominik Grewe, John Nham, Nal Kalchbrenner, Ilya Sutskever, Timothy Lillicrap, Madeleine Leach, Koray Kavukcuoglu, Thore Graepel, and Demis Hassabis · 2016
Later among the works it cites.
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