Deep Reinforcement Learning: An Overview

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Deep Reinforcement Learning: An Overview

25 January 2017

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Papers citing "Deep Reinforcement Learning: An Overview"

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Title
FlashRL: A Reinforcement Learning Platform for Flash Games Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo VLM 43 2 0 26 Jan 2018
Multi-timescale memory dynamics in a reinforcement learning network with attention-gated memory M. Martinolli W. Gerstner Aditya Gilra CLL 36 5 0 28 Dec 2017
Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning Xiangyu Kong Bo Xin Fangchen Liu Yizhou Wang 40 44 0 20 Dec 2017
Applications of Deep Learning and Reinforcement Learning to Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain S. Vassanelli OffRL AI4CE 85 646 0 10 Nov 2017
Map-based Multi-Policy Reinforcement Learning: Enhancing Adaptability of Robots by Deep Reinforcement Learning A. Kume Eiichi Matsumoto K. Takahashi W. Ko Jethro Tan 69 11 0 17 Oct 2017
Recurrent Deterministic Policy Gradient Method for Bipedal Locomotion on Rough Terrain Challenge Doo Re Song Chuanyu Yang C. McGreavy Zhibin Li 167 30 0 08 Oct 2017
Avoidance of Manual Labeling in Robotic Autonomous Navigation Through Multi-Sensory Semi-Supervised Learning Junhong Xu Shangyue Zhu Hanqing Guo Shaoen Wu SSL 31 3 0 22 Sep 2017
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization Giorgio Stampa M. Arias David Sánchez-Charles V. Muntés-Mulero A. Cabellos-Aparicio 63 172 0 20 Sep 2017
Models and Framework for Adversarial Attacks on Complex Adaptive Systems Vahid Behzadan Arslan Munir AAML 31 5 0 13 Sep 2017
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 101 208 0 25 Aug 2017
A Deep Q-Network for the Beer Game: A Deep Reinforcement Learning algorithm to Solve Inventory Optimization Problems Afshin Oroojlooyjadid M. Nazari L. Snyder Martin Takáč 66 38 0 20 Aug 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 143 2,830 0 19 Aug 2017
Experience enrichment based task independent reward model Min Xu OffRL 31 0 0 21 May 2017
Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning Seyed Sajad Mousavi Michael Schukat Enda Howley 87 307 0 28 Apr 2017
Robust Adversarial Reinforcement Learning Lerrel Pinto James Davidson Rahul Sukthankar Abhinav Gupta OOD 132 863 0 08 Mar 2017
What Would You Do? Acting by Learning to Predict Adam W. Tow Niko Sünderhauf S. Shirazi Michael Milford Jurgen Leitner LM&Ro 47 6 0 08 Mar 2017
DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker Matej Moravcík Martin Schmid Neil Burch Viliam Lisý Dustin Morrill Nolan Bard Trevor Davis Kevin Waugh Michael Bradley Johanson Michael Bowling BDL 261 913 0 06 Jan 2017