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Deep Reinforcement Learning (deep RL) has made several breakthroughs in recent years in applications ranging from complex control tasks in unmanned vehicles to game playing.
Programs with common sense
John McCarthy · 1960
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First results with dyna, an integrated architecture for learning, planning and reacting
Richard S Sutton · 1990
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Christopher Watkins and Peter Dayan · 1992
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Reinforcement learning: A survey
Leslie Pack Kaelbling, Michael L Littman, and Andrew W Moore · 1996
Earlier work this paper cites.
Reinforcement learning: An introduction
Richard S Sutton and Andrew G Barto · 1998
Earlier work this paper cites.
Relational reinforcement learning
Saso Dzeroski, Luc De Raedt, and Kurt Driessens · 2001
Earlier work this paper cites.
Neural-Symbolic Cognitive Reasoning
Artur S. d’Avila Garcez, Lus C. Lamb, and Dov M. Gabbay · 2008
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Integrating relational reinforcement learning with reasoning about actions and change
Matthias Nickles · 2011
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Playing atari with deep reinforcement learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, and Martin Riedmiller · 2013
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Playing atari with deep reinforcement learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, and Martin A. Riedmiller · 2013
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Commonsense reasoning and commonsense knowledge in artificial intelligence
Ernest Davis and Gary Marcus · 2015
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Spatial transformer networks
Max Jaderberg, Karen Simonyan, Andrew Zisserman, et al · 2015
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Deep learning
Yann LeCun, Yoshua Bengio, and Geoffrey Hinton · 2015
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Human-level control through deep reinforcement learning
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski, et al · 2015
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A deeper look at planning as learning from replay
Faster r-cnn features for instance search
Amaia Salvador, Xavier Giró-i Nieto, Ferran Marqués, and Shin’ichi Satoh · 2016
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Deep logic networks: Inserting and extracting knowledge from deep belief networks
S. N. Tran and A. S. d’Avila Garcez · 2016
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Logic tensor networks for semantic image interpretation
Artur d’Avila Garcez Ivan Donadello, Luciano Serafini · 2017
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Schema networks: Zero-shot transfer with a generative causal model of intuitive physics
Ken Kansky, Tom Silver, David A Mély, Mohamed Eldawy, Miguel Lázaro-Gredilla, Xinghua Lou, Nimrod Dorfman, Szymon Sidor, Scott Phoenix, and Dileep George · 2017
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Building machines that learn and think like people
Brenden M Lake, Tomer D Ullman, Joshua B Tenenbaum, and Samuel J Gershman · 2017
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Harm Vanseijen and Rich Sutton · 2015
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Infogan: Interpretable representation learning by information maximizing generative adversarial nets
Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, and Pieter Abbeel · 2016
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Towards deep symbolic reinforcement learning
Marta Garnelo, Kai Arulkumaran, and Murray Shanahan · 2016
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Guiying Li, Junlong Liu, Chunhui Jiang, and Ke Tang · 2016
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Yuxi Li · 2017
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Mastering the game of go without human knowledge
David Silver, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, Lucas Baker, Matthew Lai, Adrian Bolton, et al · 2017
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One pixel attack for fooling deep neural networks
Jiawei Su, Danilo Vasconcellos Vargas, and Sakurai Kouichi · 2017
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