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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
Discrete-to-Deep Supervised Policy Learning B. Kurniawan Peter Vamplew Michael Papasimeon Richard Dazeley Cameron Foale OffRL 16 3 0 05 May 2020
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey Ammar Haydari Y. Yilmaz AI4TS 107 468 0 02 May 2020
DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning Xiaoteng Ma Junyao Chen Li Xia Jun Yang Qianchuan Zhao Zhengyuan Zhou 80 17 0 30 Apr 2020
Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships Yunlian Lv Ning Xie Yimin Shi Zijiao Wang Jikang Cheng 34 0 0 29 Apr 2020
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels Ilya Kostrikov Denis Yarats Rob Fergus OffRL 180 794 0 28 Apr 2020
Towards Runtime Verification of Programmable Switches Apoorv Shukla K. Hudemann Z. Vági Lily Hügerich Georgios Smaragdakis Stefan Schmid A. Hecker A. Feldmann 27 3 0 22 Apr 2020
Tactical Decision-Making in Autonomous Driving by Reinforcement Learning with Uncertainty Estimation C. Hoel Krister Wolff L. Laine 47 44 0 22 Apr 2020
Spatial Action Maps for Mobile Manipulation Jimmy Wu Xingyuan Sun Andy Zeng Shuran Song Johnny Lee Szymon Rusinkiewicz Thomas Funkhouser 80 72 0 20 Apr 2020
Modeling Survival in model-based Reinforcement Learning Saeed Moazami P. Doerschuk OffRL 29 1 0 18 Apr 2020
Macro-Action-Based Deep Multi-Agent Reinforcement Learning Yuchen Xiao Joshua Hoffman Chris Amato AI4CE 72 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 109 11 0 17 Apr 2020
Intelligent Orchestration of ADAS Pipelines on Next Generation Automotive Platforms Anirban Ghose Srijeeta Maity Arijit Kar Kaustubh Maloo Soumyajit Dey 11 0 0 13 Apr 2020
Self Punishment and Reward Backfill for Deep Q-Learning M. Bonyadi Rui Wang M. Ziaei 22 5 0 10 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 66 65 0 09 Apr 2020
CURL: Contrastive Unsupervised Representations for Reinforcement Learning A. Srinivas Michael Laskin Pieter Abbeel SSL DRL OffRL 145 1,097 0 08 Apr 2020
Learning from Learners: Adapting Reinforcement Learning Agents to be Competitive in a Card Game Pablo V. A. Barros Ana Tanevska A. Sciutti 72 21 0 08 Apr 2020
An Application of Deep Reinforcement Learning to Algorithmic Trading Thibaut Théate D. Ernst AIFin 97 167 0 07 Apr 2020
Zero-Shot Learning of Text Adventure Games with Sentence-Level Semantics Xusen Yin Jonathan May 124 3 0 06 Apr 2020
Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning A. Aydin Elif Surer 8 1 0 06 Apr 2020
Deep Reinforcement Learning for Fog Computing-based Vehicular System with Multi-operator Support Xiaohan Zhang Yong Xiao Qiang Li Walid Saad 29 6 0 04 Apr 2020
Minimizing Age-of-Information for Fog Computing-supported Vehicular Networks with Deep Q-learning Maohong Chen Yong Xiao Qiang Li Kwang-Cheng Chen 23 24 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 99 19 0 03 Apr 2020
Exploration of Reinforcement Learning for Event Camera using Car-like Robots Riku Arakawa Shintaro Shiba 39 7 0 02 Apr 2020
Optimal Bidding Strategy without Exploration in Real-time Bidding Aritra Ghosh Saayan Mitra Somdeb Sarkhel Viswanathan Swaminathan OffRL 16 1 0 31 Mar 2020
Learning to Ask Medical Questions using Reinforcement Learning Uri Shaham Tom Zahavy C. Caraballo S. Mahajan D. Massey H. Krumholz OOD 94 1 0 31 Mar 2020
Straight to the Point: Fast-forwarding Videos via Reinforcement Learning Using Textual Data W. Ramos M. Silva Edson R. Araujo Leandro Soriano Marcolino Erickson R. Nascimento VGen 53 6 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 68 38 0 30 Mar 2020
Modeling 3D Shapes by Reinforcement Learning Cheng Lin Tingxiang Fan Wenping Wang Matthias Nießner OffRL 3DV 68 37 0 27 Mar 2020
A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms Philip Amortila Doina Precup Prakash Panangaden Marc G. Bellemare 33 9 0 27 Mar 2020
Learn to Schedule (LEASCH): A Deep reinforcement learning approach for radio resource scheduling in the 5G MAC layer F. Al-Tam N. Correia Jonathan Rodriguez 47 58 0 24 Mar 2020
Towards Safer Self-Driving Through Great PAIN (Physically Adversarial Intelligent Networks) Piyush B. Gupta Demetris Coleman J. Siegel AAML 66 16 0 24 Mar 2020
Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team Reward Hassam Sheikh Ladislau Bölöni 105 37 0 24 Mar 2020
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming Ali Payani Faramarz Fekri 103 18 0 23 Mar 2020
Deep Reinforcement Learning with Weighted Q-Learning Andrea Cini Carlo DÉramo Jan Peters Cesare Alippi OffRL 55 9 0 20 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 176 276 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 167 827 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 132 37 0 19 Mar 2020
Generating Socially Acceptable Perturbations for Efficient Evaluation of Autonomous Vehicles Songan Zhang H. Peng S. Nageshrao E. Tseng AAML 61 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 66 169 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 88 18 0 16 Mar 2020
Application of Deep Q-Network in Portfolio Management Ziming Gao Yuan Gao Yitao Hu Zhengyong Jiang Jionglong Su AIFin 83 52 0 13 Mar 2020
Interference and Generalization in Temporal Difference Learning Emmanuel Bengio Joelle Pineau Doina Precup 85 61 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 60 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 46 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 75 87 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 34 10 0 03 Mar 2020
A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning Nhan H. Pham Lam M. Nguyen Dzung Phan Phuong Ha Nguyen Marten van Dijk Quoc Tran-Dinh 73 25 0 01 Mar 2020
ConQUR: Mitigating Delusional Bias in Deep Q-learning A. Su Jayden Ooi Tyler Lu Dale Schuurmans Craig Boutilier 49 5 0 27 Feb 2020
Opportunities of a Machine Learning-based Decision Support System for Stroke Rehabilitation Assessment Min Hun Lee D. Siewiorek A. Smailagic Alexandre Bernardino S. Bermúdez i Badia 11 12 0 27 Feb 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 36 8 0 27 Feb 2020