Graying the black box: Understanding DQNs

8 February 2016

Papers citing "Graying the black box: Understanding DQNs"

16 / 66 papers shown

Title
Interpreting Layered Neural Networks via Hierarchical Modular Representation C. Watanabe 21 19 0 03 Oct 2018
Sidekick Policy Learning for Active Visual Exploration Santhosh Kumar Ramakrishnan Kristen Grauman 47 29 0 29 Jul 2018
AGI Safety Literature Review Tom Everitt G. Lea Marcus Hutter AI4CE 36 115 0 03 May 2018
Understanding Community Structure in Layered Neural Networks C. Watanabe Kaoru Hiramatsu K. Kashino 19 22 0 13 Apr 2018
Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences Tim Miller Piers Howe L. Sonenberg AI4TS SyDa 19 372 0 02 Dec 2017
Toward Foraging for Understanding of StarCraft Agents: An Empirical Study Sean Penney Jonathan Dodge Claudia Hilderbrand Andrew Anderson Logan Simpson Margaret Burnett 35 33 0 21 Nov 2017
Visualizing and Understanding Atari Agents S. Greydanus Anurag Koul Jonathan Dodge Alan Fern FAtt 63 344 0 31 Oct 2017
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents Marlos C. Machado Marc G. Bellemare Erik Talvitie J. Veness Matthew J. Hausknecht Michael Bowling 37 544 0 18 Sep 2017
Using Program Induction to Interpret Transition System Dynamics Svetlin Penkov S. Ramamoorthy AI4CE 35 11 0 26 Jul 2017
Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention Jinkyu Kim John F. Canny FAtt XAI OOD MILM CML 50 333 0 30 Mar 2017
Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective Shixia Liu Xiting Wang Mengchen Liu Jun Zhu HAI 24 363 0 04 Feb 2017
Nonparametric General Reinforcement Learning Jan Leike OffRL 41 26 0 28 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
Towards Deep Symbolic Reinforcement Learning M. Garnelo Kai Arulkumaran Murray Shanahan 30 225 0 18 Sep 2016
Active Long Term Memory Networks Tommaso Furlanello Jiaping Zhao Andrew M. Saxe Laurent Itti B. Tjan KELM CLL 32 41 0 07 Jun 2016
A Deep Hierarchical Approach to Lifelong Learning in Minecraft Chen Tessler Shahar Givony Tom Zahavy D. Mankowitz Shie Mannor CLL 30 377 0 25 Apr 2016