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
Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation Taiyu Zhu Kezhi Li P. Herrero Pantelis Georgiou 24 82 0 18 May 2020
Mobile Robot Path Planning in Dynamic Environments through Globally Guided Reinforcement Learning Binyu Wang Zhe Liu Qingbiao Li Amanda Prorok 35 224 0 11 May 2020
Maximizing Information Gain in Partially Observable Environments via Prediction Reward Yash Satsangi Sungsu Lim Shimon Whiteson F. Oliehoek Martha White 32 15 0 11 May 2020
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey Ammar Haydari Y. Yilmaz AI4TS 33 456 0 02 May 2020
Towards Runtime Verification of Programmable Switches Apoorv Shukla K. Hudemann Z. Vági Lily Hügerich Georgios Smaragdakis Stefan Schmid A. Hecker A. Feldmann 16 3 0 22 Apr 2020
Spatial Action Maps for Mobile Manipulation Jimmy Wu Xingyuan Sun Andy Zeng Shuran Song Johnny Lee Szymon Rusinkiewicz Thomas Funkhouser 31 71 0 20 Apr 2020
Macro-Action-Based Deep Multi-Agent Reinforcement Learning Yuchen Xiao Joshua Hoffman Chris Amato AI4CE 21 29 0 18 Apr 2020
Show Us the Way: Learning to Manage Dialog from Demonstrations Gabriel Gordon-Hall P. Gorinski Gerasimos Lampouras Ignacio Iacobacci OffRL 27 11 0 17 Apr 2020
Risk-Aware High-level Decisions for Automated Driving at Occluded Intersections with Reinforcement Learning Danial Kamran Carlos Fernandez Lopez Martin Lauer Christoph Stiller 16 64 0 09 Apr 2020
CURL: Contrastive Unsupervised Representations for Reinforcement Learning A. Srinivas Michael Laskin Pieter Abbeel SSL DRL OffRL 54 1,067 0 08 Apr 2020
An Application of Deep Reinforcement Learning to Algorithmic Trading Thibaut Théate D. Ernst AIFin 19 163 0 07 Apr 2020
Deep Reinforcement Learning for Fog Computing-based Vehicular System with Multi-operator Support Xiaohan Zhang Yong Xiao Qiang Li Walid Saad 11 6 0 04 Apr 2020
SenseCare: A Research Platform for Medical Image Informatics and Interactive 3D Visualization Qi Duan Guotai Wang Rui Wang Chaohao Fu Xinjun Li ... Xinglong Liu Qing Xia Zhiqiang Hu Ning Huang Shaoting Zhang 45 18 0 03 Apr 2020
Learning to Ask Medical Questions using Reinforcement Learning Uri Shaham Tom Zahavy C. Caraballo S. Mahajan D. Massey H. Krumholz OOD 24 1 0 31 Mar 2020
Ultrasound-Guided Robotic Navigation with Deep Reinforcement Learning Hannes Hase Mohammad Farid Azampour M. Tirindelli Magdalini Paschali Walter Simson E. Fatemizadeh Nassir Navab 31 38 0 30 Mar 2020
Modeling 3D Shapes by Reinforcement Learning Cheng Lin Tingxiang Fan Wenping Wang Matthias Nießner OffRL 3DV 25 36 0 27 Mar 2020
Towards Safer Self-Driving Through Great PAIN (Physically Adversarial Intelligent Networks) Piyush B. Gupta Demetris Coleman J. Siegel AAML 29 16 0 24 Mar 2020
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming Ali Payani Faramarz Fekri 21 18 0 23 Mar 2020
Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations Huan Zhang Hongge Chen Chaowei Xiao Yue Liu Mingyan D. Liu Duane S. Boning Cho-Jui Hsieh AAML 61 262 0 19 Mar 2020
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 67 774 0 19 Mar 2020
Learning to Fly via Deep Model-Based Reinforcement Learning Philip Becker-Ehmck Maximilian Karl Jan Peters Patrick van der Smagt SSL 67 37 0 19 Mar 2020
Generating Socially Acceptable Perturbations for Efficient Evaluation of Autonomous Vehicles Songan Zhang H. Peng S. Nageshrao E. Tseng AAML 41 5 0 18 Mar 2020
Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning Yong Zeng Xiaoli Xu Shi Jin Rui Zhang 14 164 0 17 Mar 2020
Self-Supervised Discovering of Interpretable Features for Reinforcement Learning Wenjie Shi Gao Huang Shiji Song Zhuoyuan Wang Tingyu Lin Cheng Wu SSL 28 18 0 16 Mar 2020
Application of Deep Q-Network in Portfolio Management Ziming Gao Yuan Gao Yitao Hu Zhengyong Jiang Jionglong Su AIFin 32 50 0 13 Mar 2020
The Chef's Hat Simulation Environment for Reinforcement-Learning-Based Agents Pablo V. A. Barros Anne C. Bloem Inge M. Hootsmans Lena M. Opheij Romain H. A. Toebosch E. Barakova A. Sciutti 17 9 0 12 Mar 2020
Indirect and Direct Training of Spiking Neural Networks for End-to-End Control of a Lane-Keeping Vehicle Zhenshan Bing Claus Meschede Guang Chen Alois Knoll Kai-Qi Huang 16 43 0 10 Mar 2020
UAV Coverage Path Planning under Varying Power Constraints using Deep Reinforcement Learning Mirco Theile Harald Bayerlein R. Nai David Gesbert Marco Caccamo 29 84 0 05 Mar 2020
Deep Reinforcement Learning for QoS-Constrained Resource Allocation in Multiservice Networks J. Saraiva I. M. Braga V. F. Monteiro F. Lima T. Maciel W. Freitas F. Cavalcanti 14 9 0 03 Mar 2020
Exploration-efficient Deep Reinforcement Learning with Demonstration Guidance for Robot Control Ke Lin Liang Gong Xudong Li Te Sun Binhao Chen Chengliang Liu Zhengfeng Zhang Jian Pu Junping Zhang 24 8 0 27 Feb 2020
Autonomous robotic nanofabrication with reinforcement learning Philipp Leinen Malte Esders Kristof T. Schütt C. Wagner K. Müller F. Tautz 22 52 0 27 Feb 2020
Using a thousand optimization tasks to learn hyperparameter search strategies Luke Metz Niru Maheswaranathan Ruoxi Sun C. Freeman Ben Poole Jascha Narain Sohl-Dickstein 20 46 0 27 Feb 2020
Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control Junjia Liu Huimin Zhang Zhuang Fu Yao Wang 27 2 0 27 Feb 2020
How Transferable are the Representations Learned by Deep Q Agents? Jacob Tyo Zachary Chase Lipton OffRL 27 6 0 24 Feb 2020
Disentangling Controllable Object through Video Prediction Improves Visual Reinforcement Learning Yuanyi Zhong Alex Schwing Jian Peng DRL 22 5 0 21 Feb 2020
Value-driven Hindsight Modelling A. Guez Fabio Viola T. Weber Lars Buesing Steven Kapturowski Doina Precup David Silver N. Heess OffRL 32 12 0 19 Feb 2020
Informative Path Planning for Mobile Sensing with Reinforcement Learning Yongyong Wei Rong Zheng 34 34 0 18 Feb 2020
Reinforced active learning for image segmentation Arantxa Casanova Pedro H. O. Pinheiro Negar Rostamzadeh C. Pal 23 108 0 16 Feb 2020
Maxmin Q-learning: Controlling the Estimation Bias of Q-learning Qingfeng Lan Yangchen Pan Alona Fyshe Martha White 24 176 0 16 Feb 2020
Resource Management in Wireless Networks via Multi-Agent Deep Reinforcement Learning Navid Naderializadeh J. Sydir M. Simsek Hosein Nikopour 31 121 0 14 Feb 2020
Fast Reinforcement Learning for Anti-jamming Communications P. Ye Yuan-Gen Wang Jin Li Liang Xiao 37 5 0 13 Feb 2020
Robot Navigation with Map-Based Deep Reinforcement Learning Guangda Chen Lifan Pan Yuán Chen Pei Xu Zhiqiang Wang Peichen Wu Jianmin Ji Xiaoping Chen 19 27 0 11 Feb 2020
Autonomous quadrotor obstacle avoidance based on dueling double deep recurrent Q-learning with monocular vision Jiajun Ou Xiao Guo Ming Zhu Wenjie Lou 27 30 0 10 Feb 2020
Adaptive Approximate Policy Iteration Botao Hao N. Lazić Yasin Abbasi-Yadkori Pooria Joulani Csaba Szepesvári 18 14 0 08 Feb 2020
BRPO: Batch Residual Policy Optimization Kentaro Kanamori Yinlam Chow Takuya Takagi Hiroki Arimura Honglak Lee Ken Kobayashi Craig Boutilier OffRL 144 46 0 08 Feb 2020
Dynamic Energy Dispatch Based on Deep Reinforcement Learning in IoT-Driven Smart Isolated Microgrids Lei Lei Yue Tan Glenn Dahlenburg W. Xiang K. Zheng 29 68 0 07 Feb 2020
Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making C. Shi Runzhe Wan R. Song Wenbin Lu Ling Leng 30 37 0 05 Feb 2020
Data-driven control of micro-climate in buildings: an event-triggered reinforcement learning approach A. H. Hosseinloo Alexander Ryzhov A. Bischi H. Ouerdane K. Turitsyn M. Dahleh AI4CE 19 41 0 28 Jan 2020
Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks Feibo Jiang Kezhi Wang Li Dong Cunhua Pan Kun Yang OffRL 35 39 0 24 Jan 2020
Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning Jianyu Chen Shengbo Eben Li Masayoshi Tomizuka 65 227 0 23 Jan 2020