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Deep Reinforcement Learning with Double Q-learning

22 September 2015

David Silver

Papers citing "Deep Reinforcement Learning with Double Q-learning"

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Title
CytonRL: an Efficient Reinforcement Learning Open-source Toolkit Implemented in C++ Xiaolin Wang 26 1 0 14 Apr 2018
Robust Dual View Deep Agent Ibrahim Sobh N. Darwish 66 2 0 13 Apr 2018
MOVI: A Model-Free Approach to Dynamic Fleet Management Takuma Oda Carlee Joe-Wong 66 94 0 13 Apr 2018
Distort-and-Recover: Color Enhancement using Deep Reinforcement Learning Jongchan Park Joon-Young Lee Donggeun Yoo In So Kweon OffRL 70 197 0 12 Apr 2018
A Human Mixed Strategy Approach to Deep Reinforcement Learning Ngoc Duy Nguyen S. Nahavandi Thanh Nguyen 76 12 0 05 Apr 2018
StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning Kun Shao Yuanheng Zhu Dongbin Zhao 145 171 0 03 Apr 2018
Joint Learning of Interactive Spoken Content Retrieval and Trainable User Simulator Pei-Hung Chung Kuan Tung Ching-Lun Tai Hung-yi Lee RALM 49 1 0 01 Apr 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 177 1,679 0 30 Mar 2018
Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks Xiaoyuan Liang Xunsheng Du Guiling Wang Zhu Han 67 418 0 29 Mar 2018
Learning Synergies between Pushing and Grasping with Self-supervised Deep Reinforcement Learning Andy Zeng Shuran Song Stefan Welker Johnny Lee Alberto Rodriguez Thomas Funkhouser SSL 125 571 0 27 Mar 2018
Forward-Backward Reinforcement Learning Ashley D. Edwards Laura Downs James C. Davidson 75 38 0 27 Mar 2018
Automated Speed and Lane Change Decision Making using Deep Reinforcement Learning C. Hoel Krister Wolff L. Laine 62 177 0 14 Mar 2018
Imitation Learning with Concurrent Actions in 3D Games Jack Harmer Linus Gisslén Jorge del Val Henrik Holst Joakim Bergdahl Tom Olsson K. Sjöö Magnus Nordin 75 46 0 14 Mar 2018
Policy Search in Continuous Action Domains: an Overview Olivier Sigaud F. Stulp 125 73 0 13 Mar 2018
The Advantage of Doubling: A Deep Reinforcement Learning Approach to Studying the Double Team in the NBA Jiaxuan Wang Ian Fox J. Skaza Nick Linck Satinder Singh Jenna Wiens OffRL 39 19 0 08 Mar 2018
Accelerated Methods for Deep Reinforcement Learning Adam Stooke Pieter Abbeel OffRL OnRL 73 136 0 07 Mar 2018
Learning to Sequence Robot Behaviors for Visual Navigation Hadi Salman Puneet Singhal Tanmay Shankar Peng Yin A. Salman William Paivine Guillaume Sartoretti Matthew Travers Howie Choset 40 8 0 05 Mar 2018
Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning Teng Li Zhiyuan Xu Jian Tang Yanzhi Wang 42 78 0 02 Mar 2018
Distributed Prioritized Experience Replay Dan Horgan John Quan David Budden Gabriel Barth-Maron Matteo Hessel H. V. Hasselt David Silver 165 742 0 02 Mar 2018
Hierarchical Imitation and Reinforcement Learning Hoang Minh Le Nan Jiang Alekh Agarwal Miroslav Dudík Yisong Yue Hal Daumé 79 194 0 01 Mar 2018
Selective Experience Replay for Lifelong Learning David Isele Akansel Cosgun CLL 94 460 0 28 Feb 2018
Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy Methods Deirdre Quillen Eric Jang Ofir Nachum Chelsea Finn Julian Ibarz Sergey Levine OOD OffRL 102 204 0 28 Feb 2018
DiGrad: Multi-Task Reinforcement Learning with Shared Actions Parijat Dewangan S. Teja K. M. Krishna Abhishek Sarkar Balaraman Ravindran 43 7 0 27 Feb 2018
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 323 5,244 0 26 Feb 2018
Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments Yan Zheng Jianye Hao Zongzhang Zhang OffRL 63 38 0 23 Feb 2018
Fourier Policy Gradients M. Fellows K. Ciosek Shimon Whiteson 53 15 0 19 Feb 2018
Sim-to-Real Optimization of Complex Real World Mobile Network with Imperfect Information via Deep Reinforcement Learning from Self-play Yongxi Tan Jin Yang Xin Chen Qitao Song Yunjun Chen Zhangxiang Ye Zhenqiang Su 39 2 0 18 Feb 2018
Efficient Exploration through Bayesian Deep Q-Networks Kamyar Azizzadenesheli Anima Anandkumar OffRL BDL 101 163 0 13 Feb 2018
More Robust Doubly Robust Off-policy Evaluation Mehrdad Farajtabar Yinlam Chow Mohammad Ghavamzadeh OffRL 93 270 0 10 Feb 2018
Learning Robust Options D. Mankowitz Timothy A. Mann Pierre-Luc Bacon Doina Precup Shie Mannor 80 48 0 09 Feb 2018
Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis Brenden K. Petersen Jiachen Yang Will Grathwohl Chase Cockrell Claudio Santiago G. An Daniel Faissol AI4CE 53 26 0 08 Feb 2018
Efficient collective swimming by harnessing vortices through deep reinforcement learning S. Verma G. Novati Petros Koumoutsakos 70 367 0 07 Feb 2018
Decomposition Methods with Deep Corrections for Reinforcement Learning Maxime Bouton Kyle D. Julian A. Nakhaei K. Fujimura Mykel J. Kochenderfer 43 7 0 06 Feb 2018
Shared Autonomy via Deep Reinforcement Learning S. Reddy Anca Dragan Sergey Levine 81 182 0 06 Feb 2018
Elements of Effective Deep Reinforcement Learning towards Tactical Driving Decision Making Jingchu Liu Pengfei Hou Lisen Mu Yinan Yu Chang Huang 78 14 0 01 Feb 2018
A Deep Reinforcement Learning Approach for Dynamically Stable Inverse Kinematics of Humanoid Robots S. Teja Parijat Dewangan P. Guhan Abhishek Sarkar K Madhava Krishna 70 55 0 31 Jan 2018
Deep Reinforcement Learning using Capsules in Advanced Game Environments Per-Arne Andersen 68 16 0 29 Jan 2018
Using deep Q-learning to understand the tax evasion behavior of risk-averse firms Nikolaos Goumagias D. Hristu-Varsakelis Yannis Assael 47 27 0 29 Jan 2018
FlashRL: A Reinforcement Learning Platform for Flash Games Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo VLM 43 2 0 26 Jan 2018
Experience-driven Networking: A Deep Reinforcement Learning based Approach Zhiyuan Xu Jian Tang Jingsong Meng Weiyi Zhang Yanzhi Wang C. Liu Dejun Yang OffRL 92 364 0 17 Jan 2018
Deep In-GPU Experience Replay Ben Parr OffRL VLM 18 2 0 09 Jan 2018
DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinforcement Learning Systems for Multi-Agent Dense Traffic Navigation Lex Fridman Jack Terwilliger Benedikt Jenik 87 24 0 09 Jan 2018
Sample-Efficient Reinforcement Learning through Transfer and Architectural Priors Benjamin Spector Serge J. Belongie OffRL 57 15 0 07 Jan 2018
Faster Deep Q-learning using Neural Episodic Control Daichi Nishio S. Yamane OffRL 82 10 0 06 Jan 2018
ViZDoom: DRQN with Prioritized Experience Replay, Double-Q Learning, & Snapshot Ensembling Christopher Schulze Marcus Schulze 115 32 0 03 Jan 2018
RLlib: Abstractions for Distributed Reinforcement Learning Eric Liang Richard Liaw Philipp Moritz Robert Nishihara Roy Fox Ken Goldberg Joseph E. Gonzalez Michael I. Jordan Ion Stoica OffRL AI4CE 107 175 0 26 Dec 2017
Learning in the Machine: the Symmetries of the Deep Learning Channel Pierre Baldi Peter Sadowski Zhiqin Lu 75 30 0 22 Dec 2017
Safe Policy Improvement with Baseline Bootstrapping Romain Laroche P. Trichelair Rémi Tachet des Combes OffRL 96 201 0 19 Dec 2017
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning F. Such Vashisht Madhavan Edoardo Conti Joel Lehman Kenneth O. Stanley Jeff Clune 144 697 0 18 Dec 2017
Towards a Deep Reinforcement Learning Approach for Tower Line Wars Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo 47 3 0 17 Dec 2017